---METADATA---
VENDOR: PluXml
PRODUCT: PluXml CMS
AFFECTED_VERSIONS: 5.8.21, 5.9.0-rc7, and potentially others
---END_METADATA---

Description Summary:
PluXml CMS is vulnerable to session fixation, allowing unauthenticated attackers to pre-set a victim's session ID and hijack the session after the victim logs in.

Executive Summary:
A session fixation vulnerability in PluXml CMS allows unauthenticated attackers to hijack user sessions, leading to unauthorized access to the CMS administrative or user panels.

Vulnerability Details

CVE-ID: CVE-2026-24352

Affected Software: PluXml CMS

Affected Versions: 5.8.21, 5.9.0-rc7; other versions may be affected.

Vulnerability: The application fails to regenerate the session identifier upon successful authentication. This allows an unauthenticated attacker to fix a session ID for a victim (e.g., via a malicious link) and then use that same ID to take over the account once the victim authenticates.

Business Impact

Session hijacking can lead to total account compromise, including administrative accounts. With a CVSS score of 9.8, the impact is critical, as it allows attackers to modify website content, steal user data, or use the CMS as a pivot point for further attacks.

Remediation Plan

Immediate Action: Update PluXml to the latest available version provided by the vendor. If no patch is available, consider migrating to a supported CMS.

Proactive Monitoring: Monitor for suspicious session activity, such as multiple IP addresses associated with a single session ID or unusual administrative logins.

Compensating Controls: Configure the web server to use HttpOnly and Secure flags for cookies and implement short session timeouts to minimize the window of opportunity for hijackers.

Exploitation Status

Public Exploit Available: No

Analyst Notes: As of Feb 27, 2026, there is no public information indicating active exploitation. However, session fixation is a well-understood attack vector that is highly effective against unpatched web applications.

Analyst Recommendation

Security teams should treat this as a high-priority item. The lack of session regeneration is a fundamental security flaw; administrators should verify if their current version is affected and apply vendor updates immediately.

---METADATA---
VENDOR: SAP
PRODUCT: Solution Tools Plug-In (ST-PI)
AFFECTED_VERSIONS: See vendor advisory for affected versions
---END_METADATA---

Description Summary:
The SAP Solution Tools Plug-In (ST-PI) fails to perform necessary authorization checks in a specific function module, allowing authenticated users to access sensitive information.

Executive Summary:
SAP Solution Tools Plug-In (ST-PI) contains a broken authorization check that allows authenticated users to view sensitive information they are not authorized to access.

Vulnerability Details

CVE-ID: CVE-2026-24322

Affected Software: SAP Solution Tools Plug-In (ST-PI)

Affected Versions: See vendor advisory for affected versions

Vulnerability: This vulnerability is an Information Disclosure flaw caused by a missing authorization check within a function module. An authenticated attacker with basic access to the SAP system can invoke this module to bypass intended restrictions and extract sensitive data.

Business Impact

The CVSS score of 7.7 underscores the critical nature of this information disclosure. Unauthorized access to internal SAP data can lead to the compromise of business intelligence, financial records, or system configuration details. Such leaks can result in regulatory non-compliance, loss of competitive advantage, and provide a roadmap for attackers to escalate privileges within the SAP environment.

Remediation Plan

Immediate Action: Apply the relevant SAP Security Note and update the ST-PI component to the version specified in the vendor advisory.

Proactive Monitoring: Review SAP audit logs (SM20) and Gateway logs for unusual execution of ST-PI function modules, especially by users who do not typically perform administrative or diagnostic tasks.

Compensating Controls: Restrict network access to the SAP application server and ensure that only necessary users have the "Remote-Enabled Function" (RFC) invocation privileges.

Exploitation Status

Public Exploit Available: false

Analyst Notes: As of February 10, 2026, there is no public information indicating active exploitation of this vulnerability. However, internal threats or compromised low-privilege accounts could easily leverage this flaw due to the lack of complex requirements for exploitation.

Analyst Recommendation

This vulnerability represents a significant risk to data confidentiality within the SAP ecosystem. It is highly recommended to apply the vendor's security updates immediately, as authenticated vulnerabilities are often overlooked but provide high value to attackers already inside the perimeter.

---METADATA---
VENDOR: Microsoft
PRODUCT: Microsoft 365 Copilot
AFFECTED_VERSIONS: See vendor advisory
CONFIDENCE: medium
MISSING: versions, patch
---END_METADATA---

Description Summary:
Microsoft 365 Copilot is susceptible to an information disclosure vulnerability due to improper validation of specified input types, allowing unauthorized network-based information access.

Executive Summary:
Microsoft 365 Copilot contains an input validation flaw that enables unauthorized attackers to disclose sensitive information over a network.

Vulnerability Details

CVE-ID: CVE-2026-24307

Affected Software: Microsoft Microsoft 365 Copilot

Affected Versions: See vendor advisory

Vulnerability: The application fails to correctly validate input types (CWE-1287), which can be leveraged by an unauthorized, remote attacker. This mechanism allows the attacker to bypass access controls and disclose information within the context of the affected service.

Business Impact

The potential for unauthorized information disclosure poses a significant risk to the confidentiality of organizational data managed within the Microsoft 365 ecosystem. Given the CVSS score of 9.3, this could lead to the exposure of sensitive documents, user data, or proprietary information, resulting in substantial reputational and operational impact.

Remediation Plan

Immediate Action: Review the official Microsoft Security Response Center (MSRC) update guide for this CVE and apply all recommended security updates or configuration changes immediately.

Proactive Monitoring: Monitor for unusual access patterns or data retrieval requests within the M365 environment that deviate from established user behavior baselines.

Compensating Controls: Ensure that appropriate data loss prevention (DLP) policies are active and that organizational access controls are strictly enforced to minimize the blast radius of any potential information disclosure.

Exploitation Status

Public Exploit Available: Unknown

Analyst Notes: As of Jan 24, 2026, there is no public information indicating active exploitation or a public proof-of-concept for this vulnerability. The complexity of the software environment suggests that while the impact is high, successful exploitation may require specific conditions.

Analyst Recommendation

Given the critical nature of the information processed by Microsoft 365 Copilot, organizations should prioritize monitoring the MSRC advisory portal for the release of specific patches or mitigation guidance. Prompt application of vendor-provided updates is essential to maintain the integrity and confidentiality of the M365 environment.

Executive Summary:
A critical improper access control vulnerability has been identified in Azure Front Door, assigned CVE-2026-24306 with a CVSS score of 9.8. This flaw allows a remote, unauthenticated attacker to bypass security measures and gain elevated privileges on backend systems. Successful exploitation could lead to a complete compromise of applications and data protected by the affected service, posing a severe risk to confidentiality, integrity, and availability.

Vulnerability Details

CVE-ID: CVE-2026-24306

Affected Software: Azure Front Door and integrated backend products

Affected Versions: See vendor advisory for specific affected versions

Vulnerability: This vulnerability stems from an improper access control mechanism within the Azure Front Door service. An unauthenticated attacker can send a specially crafted network request to an Azure Front Door endpoint. Due to the flaw, the service fails to properly validate the attacker's permissions, allowing the malicious request to bypass authorization checks and be forwarded to the backend application with elevated privileges, potentially leading to full system compromise.

Business Impact

This vulnerability is rated as critical severity with a CVSS score of 9.8. Exploitation could result in a complete compromise of the confidentiality, integrity, and availability of applications and services managed through Azure Front Door. The business impact includes the high risk of a significant data breach involving sensitive corporate or customer information, service disruption, financial loss, and severe reputational damage. An attacker with elevated privileges could exfiltrate or manipulate data, disrupt critical business operations, or leverage the compromised infrastructure to launch further attacks against the organization.

Remediation Plan

Immediate Action: Apply the security updates or configuration changes recommended by the vendor for Azure Front Door and all affected products immediately. After patching, review access logs for any signs of compromise that may have occurred prior to remediation and monitor for any new exploitation attempts.

Proactive Monitoring: Security teams should actively monitor Azure Front Door and backend application logs for anomalous access patterns. Look for suspicious requests from unknown IP ranges, direct access attempts to administrative paths, or requests exhibiting unusual headers or payloads that could indicate an attempt to bypass access controls. Implement alerts for successful access to sensitive resources from untrusted sources.

Compensating Controls: If patching is not immediately possible, implement stricter Web Application Firewall (WAF) policies in block mode to filter for malicious request patterns. Enhance monitoring on backend services for any signs of unauthorized activity. As a temporary measure, consider restricting access to critical applications to a list of known, trusted IP addresses.

Exploitation Status

Public Exploit Available: false

Analyst Notes: As of January 22, 2026, there are no known public exploits for this vulnerability. However, given the critical CVSS score and the potential for remote code execution or privilege escalation, it is highly probable that threat actors are actively working to develop an exploit. Organizations should assume this vulnerability will be exploited in the near future.

Analyst Recommendation

Due to the critical severity (CVSS 9.8) of this vulnerability, immediate action is required. We strongly recommend that all organizations utilizing Azure Front Door prioritize the application of vendor-supplied updates or mitigations without delay. Although this CVE is not currently on the CISA KEV list, its critical impact warrants treating it with the highest level of urgency. Proactive monitoring for indicators of compromise should be implemented concurrently with patching to ensure a robust defense against potential attacks.

Executive Summary:
A critical elevation of privilege vulnerability has been discovered in Microsoft's Azure Entra ID service. This flaw could allow an authenticated attacker to gain unauthorized administrative privileges, potentially leading to a full compromise of an organization's cloud environment, data theft, and disruption of critical services. Due to the high severity and the central role of Entra ID in cloud security, immediate attention and remediation are required.

Vulnerability Details

CVE-ID: CVE-2026-24305

Affected Software: Multiple products integrated with Azure Entra ID

Affected Versions: See vendor advisory for specific affected versions

Vulnerability: This vulnerability allows an authenticated user with low privileges to escalate their permissions within the Azure Entra ID tenant. The flaw likely exists in the API responsible for managing role assignments and administrative units. By sending a specially crafted request to the vulnerable API endpoint, an attacker can bypass standard authorization checks and assign themselves highly privileged roles, such as Global Administrator, without proper validation.

Business Impact

This vulnerability is rated as critical severity with a CVSS score of 9.3. Successful exploitation could lead to a complete takeover of the organization's Microsoft cloud tenant, including Azure, Microsoft 365, and other integrated services. An attacker with Global Administrator privileges could exfiltrate sensitive data, delete resources, create rogue user accounts, disable security controls, and cause significant operational and financial damage. The potential for widespread impact on confidentiality, integrity, and availability makes this a severe risk to any organization utilizing Azure Entra ID.

Remediation Plan

Immediate Action: As Azure Entra ID is a cloud service, Microsoft is responsible for patching the backend infrastructure. Organizations must verify the patch has been applied to their tenant and immediately update any related on-premises or client-side components (such as Azure AD Connect or application proxies) to the latest version as directed by the vendor. After patching, it is critical to review all privileged role assignments for any unauthorized changes.

Proactive Monitoring: Security teams should actively monitor Azure Entra ID audit logs and sign-in logs for suspicious activity. Specifically, look for:

• Unexpected or unauthorized assignments of administrative roles (e.g., Global Administrator, Privileged Role Administrator).
• Privilege escalations originating from unusual IP addresses or user agents.
• Anomalous API activity related to role management or directory services.
• Unusual modifications to Conditional Access policies or MFA configurations.

Compensating Controls: If immediate patching or verification is not possible, implement the following controls to mitigate risk:

• Enforce Privileged Identity Management (PIM) for all administrative roles to ensure just-in-time access and require approval for privilege elevation.
• Strictly enforce phishing-resistant Multi-Factor Authentication (MFA) for all users, especially administrators.
• Implement strict Conditional Access policies that limit administrative access to trusted devices and locations.
• Reduce the number of standing Global Administrator accounts to an absolute minimum.

Exploitation Status

Public Exploit Available: False

Analyst Notes: As of the publication date, January 22, 2026, there are no known public proof-of-concept exploits or active attacks observed in the wild. However, given the critical nature of this vulnerability and the high value of Azure Entra ID as a target, security researchers and threat actors are highly likely to develop exploitation methods rapidly.

Analyst Recommendation
This vulnerability represents a critical threat to the security of the organization's cloud infrastructure and must be addressed with the highest priority. Although this CVE is not yet listed on the CISA KEV catalog, its high CVSS score and potential for complete tenant compromise make it a prime candidate for future inclusion. We strongly recommend that organizations immediately confirm that Microsoft's patches are active in their environment, implement the proactive monitoring steps detailed above, and conduct a thorough audit of all privileged role assignments to detect any signs of prior compromise.

Executive Summary:
A critical vulnerability has been identified in Azure Resource Manager (ARM), the central management and deployment service for Azure. This flaw, designated CVE-2026-24304, allows an attacker who already has some level of authorized access to the network to improperly elevate their privileges, potentially gaining full administrative control over the affected cloud environment. Successful exploitation could lead to a complete compromise of Azure resources, resulting in data theft, service disruption, and significant operational impact.

Vulnerability Details

CVE-ID: CVE-2026-24304

Affected Software: Azure Resource Manager

Affected Versions: See vendor advisory for specific affected versions

Vulnerability: The vulnerability is an improper access control flaw within the Azure Resource Manager (ARM) service. An authenticated attacker with low-level permissions can exploit this by crafting a specialized API request to the ARM endpoint. This malicious request bypasses standard authorization checks, allowing the attacker to illegitimately grant themselves or another entity higher-level permissions, such as 'Contributor' or 'Owner', on targeted Azure resources or subscriptions.

Business Impact

This vulnerability is rated as critical severity with a CVSS score of 9.9, reflecting the extreme risk it poses to an organization's cloud infrastructure. A successful exploit could grant an attacker complete control over Azure resources, enabling them to exfiltrate sensitive corporate or customer data, delete or modify critical infrastructure, disrupt business operations, and deploy malware or ransomware. The potential consequences include severe data breaches, regulatory fines, financial loss from service downtime or fraudulent resource consumption, and irreparable damage to the organization's reputation.

Remediation Plan

Immediate Action: Since Azure Resource Manager is a core platform service, the primary patch is applied by Microsoft. Organizations should verify that all security updates have been applied to any client tools or integrated services. The immediate focus must be to monitor for exploitation attempts and conduct a thorough review of Azure Activity Logs for any signs of unauthorized privilege escalation or anomalous role assignments.

Proactive Monitoring: Actively monitor Azure Activity Logs and Azure AD sign-in logs for suspicious activity. Specifically, look for unusual or unauthorized modifications to Role-Based Access Control (RBAC) policies, unexpected privilege escalations (e.g., a user being granted 'Owner' rights outside of a standard change process), and API calls to ARM from unfamiliar IP addresses or with abnormal parameters. Configure alerts in Azure Defender for Cloud for any detected privilege escalation attempts.

Compensating Controls: If immediate verification of patching is not possible, enforce the principle of least privilege across all Azure roles to minimize the attack surface. Use Azure Policy to restrict who can modify IAM and RBAC settings. Enforce multi-factor authentication (MFA) for all users, particularly for administrative and privileged accounts, to make initial access for an attacker more difficult.

Exploitation Status

Public Exploit Available: false

Analyst Notes: As of Jan 23, 2026, there are no known public proof-of-concept exploits or observed in-the-wild attacks targeting this vulnerability. The vulnerability is not listed on the CISA Known Exploited Vulnerabilities (KEV) catalog, suggesting it is not under active, widespread attack at this time.

Analyst Recommendation

Given the critical CVSS score of 9.9, this vulnerability presents a severe and immediate risk to the security of the Azure environment. Although it requires an attacker to have prior authenticated access, the potential for a complete takeover of cloud resources necessitates urgent attention. We strongly recommend that organizations immediately initiate the monitoring and log review procedures outlined in the remediation plan to search for any historical or ongoing signs of compromise. Furthermore, conduct a comprehensive audit of all RBAC role assignments to ensure strict adherence to the principle of least privilege and remove any excessive permissions.

---METADATA---
VENDOR: Microsoft
PRODUCT: Partner Center
AFFECTED_VERSIONS: See vendor advisory
---END_METADATA---

Description Summary:
Improper access control in Microsoft Partner Center allows an authorized attacker to elevate privileges over a network.

Executive Summary:
An improper access control vulnerability in Microsoft Partner Center allows an authenticated attacker to perform privilege escalation, significantly increasing the risk of unauthorized administrative actions.

Vulnerability Details

CVE-ID: CVE-2026-24303

Affected Software: Microsoft Partner Center

Affected Versions: See vendor advisory for specific affected versions

Vulnerability: The flaw resides in the access control mechanisms of the Partner Center. An already authorized attacker can exploit this to bypass intended restrictions and gain higher-level permissions than their account should allow.

Business Impact

The CVSS score of 9.6 highlights the danger of unauthorized privilege escalation. This could lead to a malicious actor gaining full control over partner accounts, resulting in data theft, financial fraud, or unauthorized modification of business configurations.

Remediation Plan

Immediate Action: Update to the latest version of Microsoft Partner Center as specified in the vendor security advisory.

Proactive Monitoring: Review access logs for unauthorized privilege changes and audit user role assignments for anomalies.

Compensating Controls: Enforce the principle of least privilege and implement multi-factor authentication (MFA) to mitigate the impact of potentially compromised accounts.

Exploitation Status

Public Exploit Available: No

Analyst Notes: As of Apr 23, 2026, there is no public information indicating active exploitation of this vulnerability. However, due to the nature of the flaw, the potential for exploitation is high.

Analyst Recommendation

Privilege escalation vulnerabilities are critical as they allow attackers to bypass security boundaries. We recommend that organizations prioritize this update and conduct a thorough audit of user permissions to ensure no unauthorized escalation has already occurred.

---METADATA---
VENDOR: Microsoft
PRODUCT: Azure Arc
AFFECTED_VERSIONS: See vendor advisory for affected versions
---END_METADATA---

Description Summary:
Azure Arc Elevation of Privilege Vulnerability allows an authenticated attacker to gain higher administrative permissions than intended within the Azure environment.

Executive Summary:
Microsoft Azure Arc contains a high-severity elevation of privilege vulnerability that could allow an attacker to gain unauthorized administrative rights over managed infrastructure.

Vulnerability Details

CVE-ID: CVE-2026-24302

Affected Software: Microsoft Azure Arc

Affected Versions: See vendor advisory for affected versions

Vulnerability: This vulnerability allows an authenticated user with restricted access to elevate their privileges within the Azure Arc environment. While specific technical details are withheld, this typically involves exploiting a flaw in how the Arc agent or service handles identity tokens or local service permissions.

Business Impact

An attacker successfully exploiting this flaw could gain full control over hybrid cloud resources managed by Azure Arc. This leads to the potential for unauthorized data access, resource deletion, or lateral movement into connected on-premises environments. The CVSS score of 8.6 reflects a high impact on confidentiality, integrity, and availability.

Remediation Plan

Immediate Action: Apply the security updates provided by Microsoft for the Azure Arc agent and related components immediately across all managed nodes.

Proactive Monitoring: Review Azure Activity Logs and Azure Resource Manager (ARM) logs for any unusual permission changes or administrative actions performed by low-privileged accounts.

Compensating Controls: Implement the principle of least privilege (PoLP) and utilize Just-In-Time (JIT) access to limit the window of opportunity for privilege escalation.

Exploitation Status

Public Exploit Available: false

Analyst Notes: As of February 6, 2026, there is no public information indicating active exploitation of this vulnerability. Microsoft vulnerabilities of this nature are often targeted shortly after disclosure once the patch is reverse-engineered.

Analyst Recommendation

The high CVSS score and the critical role Azure Arc plays in managing hybrid infrastructure make this a high-priority patch. Security teams must ensure that all Arc-enabled servers are running the latest version of the agent. Failure to remediate could result in an attacker gaining persistent, high-level access to both cloud and local infrastructure.

---METADATA---
VENDOR: Microsoft
PRODUCT: Azure Front Door
AFFECTED_VERSIONS: See vendor advisory
---END_METADATA---

Description Summary:
A critical elevation of privilege vulnerability in Azure Front Door allows attackers to gain unauthorized access levels. Successful exploitation could lead to full administrative control.

Executive Summary:
A critical elevation of privilege vulnerability in Microsoft Azure Front Door allows attackers to bypass security boundaries and gain elevated permissions within the cloud environment.

Vulnerability Details

CVE-ID: CVE-2026-24300

Affected Software: Microsoft Azure Front Door

Affected Versions: See vendor advisory for specific affected versions

Vulnerability: This vulnerability involves a flaw in how Azure Front Door handles privilege assignments, potentially allowing an attacker to elevate their session permissions. While specific technical details are limited, the vulnerability likely targets the management plane or request routing logic without requiring prior high-level authentication.

Business Impact

A successful exploit poses a severe risk to the integrity and confidentiality of the cloud infrastructure. Attackers could gain unauthorized access to sensitive data, modify routing configurations, or disrupt service availability for all applications behind the Front Door instance. The CVSS score of 9.8 reflects the catastrophic potential for complete environment takeover.

Remediation Plan

Immediate Action: Administrators must ensure that the Azure Front Door service and associated resources are updated to the latest configuration versions as recommended by Microsoft.

Proactive Monitoring: Review Azure Activity Logs and Front Door Access Logs for unusual configuration changes or unauthorized management operations.

Compensating Controls: Implement strict Role-Based Access Control (RBAC) and ensure that Multi-Factor Authentication (MFA) is enforced for all accounts with administrative access to the Azure portal.

Exploitation Status

Public Exploit Available: No

Analyst Notes: As of Feb 5, 2026, there is no public information indicating active exploitation of this vulnerability. However, due to the nature of the flaw and its impact on core cloud infrastructure, the potential for exploitation is extremely high.

Analyst Recommendation

The critical nature of this elevation of privilege flaw requires immediate attention from cloud security teams. We strongly recommend reviewing Microsoft's specific guidance for Azure Front Door and verifying that all security patches have been automatically applied or manually triggered. Immediate remediation is essential to prevent unauthorized lateral movement within the Azure ecosystem.

---METADATA---
VENDOR: NVIDIA
PRODUCT: AIStore framework
AFFECTED_VERSIONS: See vendor advisory
---END_METADATA---

Description Summary:
The NVIDIA AIStore framework contains an authentication bypass vulnerability that could lead to unauthorized access, privilege escalation, and data tampering.

Executive Summary:
An authentication bypass vulnerability in the NVIDIA AIStore framework poses a critical risk to system integrity and data confidentiality.

Vulnerability Details

CVE-ID: CVE-2026-24270

Affected Software: NVIDIA AIStore framework

Affected Versions: See vendor advisory for specific affected versions

Vulnerability: This is an authentication bypass vulnerability that allows unauthorized entities to circumvent security controls. By bypassing authentication, attackers may gain elevated privileges and perform unauthorized operations within the AIStore environment.

Business Impact

The ability to bypass authentication allows an attacker to interact with the AIStore framework as an authorized user, leading to potential information disclosure, data tampering, or denial of service. With a CVSS score of 9.8, this flaw represents a significant risk to the integrity and availability of AI infrastructure and stored data.

Remediation Plan

Immediate Action: Apply the latest security updates provided by NVIDIA for the AIStore framework as specified in the official vendor advisory.

Proactive Monitoring: Review audit logs for unauthorized access attempts or suspicious activity originating from unexpected user accounts.

Compensating Controls: Implement network-level access controls to restrict exposure of the AIStore framework to trusted internal segments only.

Exploitation Status

Public Exploit Available: No

Analyst Notes: As of Jul 1, 2026, there is no public information indicating active exploitation of this vulnerability. However, due to the nature of the flaw, the potential for exploitation is high.

Analyst Recommendation

Authentication bypass vulnerabilities are high-priority targets for attackers. Organizations utilizing the NVIDIA AIStore framework must urgently verify their current version against the vendor advisory and apply the necessary patches to maintain a secure posture and prevent unauthorized system access.

---METADATA---
VENDOR: NVIDIA
PRODUCT: Container Toolkit
AFFECTED_VERSIONS: See vendor advisory for specific affected versions
---END_METADATA---

Description Summary:
The NVIDIA Container Toolkit for Linux is susceptible to a time-of-check time-of-use (TOCTOU) race condition that could be exploited by an attacker.

Executive Summary:
A high-severity race condition vulnerability in the NVIDIA Container Toolkit for Linux poses a significant risk of unauthorized resource manipulation or escalation.

Vulnerability Details

CVE-ID: CVE-2026-24260

Affected Software: NVIDIA Container Toolkit

Affected Versions: See vendor advisory for specific affected versions

Vulnerability: This vulnerability is a time-of-check time-of-use (TOCTOU) race condition within the NVIDIA Container Toolkit. Such flaws typically allow an attacker to manipulate file paths or resource states between the initial security check and the subsequent execution.

Business Impact

Successful exploitation allows an attacker to bypass security boundaries, potentially leading to unauthorized container access or privilege escalation on the host system. The CVSS score of 8.5 necessitates prompt remediation to prevent the compromise of containerized infrastructure and underlying host integrity.

Remediation Plan

Immediate Action: Apply vendor-supplied security patches to the Container Toolkit immediately to resolve the race condition.

Proactive Monitoring: Monitor system logs for unusual container startup errors or unexpected file access patterns that may indicate an attempt to trigger the race condition.

Compensating Controls: Utilize strict kernel-level security policies (e.g., AppArmor or SELinux) to restrict container capabilities and limit the impact of potential escapes.

Exploitation Status

Public Exploit Available: false

Analyst Notes: As of July 2, 2026, there is no public information indicating active exploitation of this vulnerability. However, due to the nature of the flaw, the potential for exploitation is high.

Analyst Recommendation

The complexity of TOCTOU vulnerabilities requires immediate patching to ensure the security of the container runtime environment. Administrators should verify their current versions against the vendor advisory and deploy updates as a matter of urgency.

---METADATA---
VENDOR: NVIDIA
PRODUCT: Dynamo
AFFECTED_VERSIONS: NVIDIA Dynamo: 0 to v1.1.0
CONFIDENCE: high
MISSING: none
---END_METADATA---

Description Summary:
NVIDIA Dynamo for Linux is vulnerable to an out-of-bounds write in the multimodal serving topology, potentially leading to remote code execution or system compromise.

Executive Summary:
A critical out-of-bounds write vulnerability in NVIDIA Dynamo allows unauthenticated remote attackers to execute arbitrary code and compromise system integrity.

Vulnerability Details

CVE-ID: CVE-2026-24254

Affected Software: NVIDIA Dynamo

Affected Versions: NVIDIA Dynamo: 0 to v1.1.0

Vulnerability: The flaw exists within the multimodal serving topology, where improper input handling enables an out-of-bounds write. This vulnerability is remotely exploitable without authentication, as indicated by the CVSS attack vector (AV:N/PR:N).

Business Impact

The potential for remote code execution poses a severe threat to business operations, as it allows attackers to gain unauthorized control over affected systems. With a CVSS score of 9.8, this vulnerability carries a high risk of data exfiltration, service disruption, and complete system compromise, necessitating immediate attention.

Remediation Plan

Immediate Action: Update NVIDIA Dynamo to version 1.1.1 or later as specified in the vendor security advisory.

Proactive Monitoring: Inspect network and application logs for unusual traffic patterns or unexpected process execution originating from the Dynamo service.

Compensating Controls: Deploy Web Application Firewall (WAF) rules to filter and block malicious payloads targeting the multimodal serving interface until patching is complete.

Exploitation Status

Public Exploit Available: No

Analyst Notes: As of August 4, 2026, there is no public information indicating active exploitation or a public proof-of-concept for this vulnerability. The flaw is inherently dangerous due to its potential for unauthenticated remote code execution.

Analyst Recommendation

Given the critical severity score and the potential for total system compromise, organizations should prioritize patching NVIDIA Dynamo immediately. Ensure that the update is applied across all instances to eliminate the risk of remote exploitation.

---METADATA---
VENDOR: NVIDIA
PRODUCT: Dynamo
AFFECTED_VERSIONS: 0 to v1.1.0
CONFIDENCE: high
MISSING: patch
---END_METADATA---

Description Summary:
NVIDIA Dynamo for Linux is vulnerable to an out-of-bounds write, which could allow a remote, unauthenticated attacker to cause a denial of service or potentially impact system integrity.

Executive Summary:
An out-of-bounds write vulnerability in NVIDIA Dynamo for Linux allows unauthenticated remote attackers to compromise system availability and potentially system state.

Vulnerability Details

CVE-ID: CVE-2026-24253

Affected Software: NVIDIA Dynamo

Affected Versions: 0 to v1.1.0

Vulnerability: The vulnerability is an out-of-bounds write (CWE-787) that occurs due to insufficient boundary checking. The CVSS vector indicates that the attacker does not require authentication (PR:N) and can exploit this remotely (AV:N).

Business Impact

The ability for an unauthenticated attacker to trigger an out-of-bounds write poses a severe risk to system stability, likely resulting in a crash or service disruption. With a CVSS score of 8.2, this vulnerability is highly concerning as it is automatable, meaning attackers can easily scan for and exploit vulnerable instances without human intervention.

Remediation Plan

Immediate Action: Consult the NVIDIA security advisory for the latest available patches or configuration changes to mitigate the out-of-bounds write vulnerability.

Proactive Monitoring: Monitor system resource usage and logs for signs of service instability or unexpected memory access errors that may indicate an exploit attempt.

Compensating Controls: Utilize network segmentation to restrict access to the Dynamo service to only trusted IP ranges, reducing the exposure to external attackers.

Exploitation Status

Public Exploit Available: No

Analyst Notes: As of August 5, 2026, there is no public information indicating active exploitation or a public proof-of-concept for this vulnerability. While CISA's assessment indicates the vulnerability is automatable, there is no evidence of widespread exploitation in the wild.

Analyst Recommendation

Given the potential for remote, unauthenticated exploitation and the automatable nature of this flaw, this issue should be treated with high urgency. Administrators must verify their version and monitor official NVIDIA security channels for the release of a definitive patch.

---METADATA---
VENDOR: NVIDIA
PRODUCT: NeMo Framework
AFFECTED_VERSIONS: Versions 0.0 to 2.7.2
CONFIDENCE: high
MISSING: patch
---END_METADATA---

Description Summary:
NVIDIA NeMo Framework for Linux contains an OS command injection vulnerability allowing local authenticated attackers to execute arbitrary commands.

Executive Summary:
A high-severity OS command injection vulnerability in the NVIDIA NeMo Framework could allow a local attacker to execute arbitrary commands with elevated privileges.

Vulnerability Details

CVE-ID: CVE-2026-24252

Affected Software: NVIDIA NeMo Framework

Affected Versions: Versions 0.0 to 2.7.2

Vulnerability: This vulnerability (CWE-78) involves improper neutralization of special elements used in an OS command. The CVSS vector indicates that a local attacker with low privileges can successfully inject and execute commands on the host system.

Business Impact

Successful exploitation of this flaw allows an attacker to gain unauthorized control over the underlying host operating system. Given the CVSS score of 7.8, this vulnerability poses a significant risk to data confidentiality, integrity, and system availability, potentially leading to a full system compromise.

Remediation Plan

Immediate Action: Review the official NVIDIA security advisory and apply the latest available firmware or software security updates for the NeMo Framework.

Proactive Monitoring: Monitor system logs for unusual process execution patterns or unexpected command-line activity associated with the NeMo environment.

Compensating Controls: Restrict local system access to authorized personnel only and enforce the principle of least privilege to minimize the potential impact of a local exploit.

Exploitation Status

Public Exploit Available: No (exploit_available: false)

Analyst Notes: As of July 28, 2026, there is no public information indicating active exploitation or a public proof-of-concept for this vulnerability. The flaw's requirement for local access and low-privileged user authentication limits its initial attack surface.

Analyst Recommendation

Organizations utilizing the NVIDIA NeMo Framework should prioritize checking for vendor-provided patches. Given the potential for total system compromise, ensuring that the software is updated to the latest version is critical to preventing unauthorized code execution.

---METADATA---
VENDOR: NVIDIA
PRODUCT: DGX OS
AFFECTED_VERSIONS: NVIDIA DGX Spark: 0 up to (excluding) OTA0
CONFIDENCE: high
MISSING: patch
---END_METADATA---

Description Summary:
NVIDIA DGX OS contains a vulnerability in the factory provisioning process where cloning a base image results in identical SSH host keys being deployed across multiple systems.

Executive Summary:
NVIDIA DGX OS is affected by a hard-coded cryptographic key vulnerability due to identical SSH host keys, creating a risk of man-in-the-middle attacks.

Vulnerability Details

CVE-ID: CVE-2026-24218

Affected Software: NVIDIA DGX OS (specifically DGX Spark)

Affected Versions: NVIDIA DGX Spark: 0 up to (excluding) OTA0

Vulnerability: This is a CWE-321 vulnerability involving the use of hard-coded cryptographic keys. Because identical SSH host keys are generated during the factory provisioning/cloning process, the security of SSH connections is undermined, allowing for potential impersonation.

Business Impact

The use of identical SSH host keys across multiple systems significantly weakens the security posture of the infrastructure. This allows for man-in-the-middle (MITM) attacks where an attacker could intercept or manipulate traffic intended for legitimate systems, potentially leading to total system compromise or unauthorized access to sensitive environments.

Remediation Plan

Immediate Action: Update affected NVIDIA DGX Spark systems to the version indicated in the vendor advisory (OTA0 or later) to resolve the provisioning flaw.

Proactive Monitoring: Review SSH logs and monitor for anomalous key fingerprint changes or unauthorized access attempts across the DGX cluster.

Compensating Controls: If immediate patching is not feasible, consider manually regenerating SSH host keys on all affected systems and implementing stricter network-level access controls to isolate affected hardware.

Exploitation Status

Public Exploit Available: Unknown

Analyst Notes: As of May 21, 2026, there is no public information indicating active exploitation or a public proof-of-concept for this vulnerability. The vulnerability is inherent to the provisioning process, making affected systems susceptible until the key generation process is corrected.

Analyst Recommendation

This vulnerability is critical for environments relying on SSH for secure administrative access. Administrators must verify their current version and apply the vendor-provided update immediately to ensure unique cryptographic identities for each machine in the fleet.

---METADATA---
VENDOR: NVIDIA
PRODUCT: BioNeMo Framework
AFFECTED_VERSIONS: NVIDIA BioNeMo Framework: 0 up to (excluding) commit dfd83a7 on main
CONFIDENCE: high
MISSING: patch
---END_METADATA---

Description Summary:
NVIDIA BioNeMo Framework contains a path traversal vulnerability where a user could cause arbitrary file access or manipulation by loading a malicious file.

Executive Summary:
NVIDIA BioNeMo Framework is vulnerable to a path traversal attack that may allow unauthorized access to files outside of the intended directory.

Vulnerability Details

CVE-ID: CVE-2026-24217

Affected Software: NVIDIA BioNeMo Framework

Affected Versions: 0 up to (excluding) commit dfd83a7 on main

Vulnerability: This is a CWE-29 path traversal vulnerability. The application fails to properly sanitize user-supplied input when loading files, allowing an attacker to escape the intended directory and access sensitive files on the host system.

Business Impact

A path traversal vulnerability can lead to the exposure of sensitive configuration files, credentials, or system data, depending on the privileges of the application process. With a CVSS score of 8.8, this presents a severe risk of information disclosure and potential system compromise, which could have significant impacts on data confidentiality and integrity.

Remediation Plan

Immediate Action: Update the NVIDIA BioNeMo Framework to the latest version or apply the specific fix identified by commit dfd83a7.

Proactive Monitoring: Monitor file access logs and application logs for suspicious directory traversal strings (e.g., ../../) in file-loading operations.

Compensating Controls: Run the application in a restricted containerized environment with a read-only filesystem where possible, and ensure the process runs with the lowest necessary system privileges.

Exploitation Status

Public Exploit Available: Unknown

Analyst Notes: As of May 21, 2026, there is no public information indicating active exploitation or a public proof-of-concept for this vulnerability. The vulnerability is highly exploitable if an attacker can provide input to the file-loading function.

Analyst Recommendation

This vulnerability represents a significant security risk due to the potential for unauthorized file access. Organizations using the BioNeMo Framework should audit their current implementation and apply the vendor-provided updates or code fixes as soon as possible to prevent potential exploitation.

---METADATA---
VENDOR: NVIDIA
PRODUCT: BioNeMo Framework
AFFECTED_VERSIONS: NVIDIA BioNeMo Framework: 0 up to (excluding) commit dfd83a7 in Main
CONFIDENCE: high
MISSING: none
---END_METADATA---

Description Summary:
NVIDIA BioNeMo Framework is vulnerable to deserialization of untrusted data, which may lead to code execution or system compromise.

Executive Summary:
A deserialization vulnerability in the NVIDIA BioNeMo Framework could allow an unauthenticated attacker to achieve arbitrary code execution.

Vulnerability Details

CVE-ID: CVE-2026-24216

Affected Software: NVIDIA BioNeMo Framework

Affected Versions: NVIDIA BioNeMo Framework: 0 up to (excluding) commit dfd83a7 in Main

Vulnerability: This vulnerability involves the insecure deserialization of untrusted data (CWE-502). The attack vector is local, requiring user interaction to trigger the flaw, though the impact is rated as high for confidentiality, integrity, and availability.

Business Impact

Successful exploitation of this deserialization vulnerability could allow an attacker to execute arbitrary code with the privileges of the application, potentially leading to a full system compromise. With a CVSS score of 7.8, this represents a high-severity risk that could result in significant data exfiltration or unauthorized system manipulation.

Remediation Plan

Immediate Action: Update the NVIDIA BioNeMo Framework to the latest version or apply the specific fix commit (dfd83a7) provided by the vendor.

Proactive Monitoring: Monitor system logs for unusual process execution or unexpected file modifications originating from the BioNeMo service.

Compensating Controls: Ensure that the application is running with the least privilege necessary and restrict access to the underlying host environment.

Exploitation Status

Public Exploit Available: No (exploit_available: false)

Analyst Notes: As of May 21, 2026, there is no public information indicating active exploitation or a public proof-of-concept for this vulnerability. Deserialization vulnerabilities are inherently dangerous due to their ability to facilitate remote code execution if the input stream is manipulated by an attacker.

Analyst Recommendation

Given the potential for total impact on system integrity and the high CVSS score, organizations utilizing the NVIDIA BioNeMo Framework should prioritize applying the provided security fix. Immediate remediation is necessary to mitigate the risk of exploitation.

---METADATA---
VENDOR: NVIDIA
PRODUCT: Triton Inference Server
AFFECTED_VERSIONS: 0 up to (excluding) r26.03
CONFIDENCE: high
MISSING: none
---END_METADATA---

Description Summary:
NVIDIA Triton Inference Server contains an integer overflow vulnerability in its DALI backend, which can be exploited by an authenticated user to cause a crash or potentially execute arbitrary code.

Executive Summary:
An integer overflow vulnerability in the NVIDIA Triton Inference Server DALI backend creates a high-risk scenario for system instability and potential arbitrary code execution.

Vulnerability Details

CVE-ID: CVE-2026-24214

Affected Software: NVIDIA Triton Inference Server

Affected Versions: 0 up to (excluding) r26.03

Vulnerability: This is an integer overflow vulnerability in the DALI backend that requires low-privileged authenticated access and user interaction to trigger, potentially leading to high impact on confidentiality, integrity, and availability (AV:N/AC:L/PR:L/UI:R).

Business Impact

An attacker successfully exploiting this integer overflow could compromise the integrity and availability of the AI inference pipeline, potentially leading to malicious data manipulation or a complete denial of service. With a CVSS score of 8.0, this issue presents a significant threat to environments relying on Triton for critical production inference tasks.

Remediation Plan

Immediate Action: Update NVIDIA Triton Inference Server to version r26.03 or later immediately to resolve the vulnerable DALI backend component.

Proactive Monitoring: Monitor inference server logs for abnormal input patterns or unexpected service restarts that may indicate attempted exploitation of the DALI backend.

Compensating Controls: Implement strict input validation for all requests sent to the Triton Inference Server and ensure that the service runs with the minimum necessary privileges to limit the impact of a potential compromise.

Exploitation Status

Public Exploit Available: Unknown

Analyst Notes: As of May 20, 2026, there is no public information indicating active exploitation or a public proof-of-concept for this vulnerability. The vulnerability requires authenticated access, which provides a layer of defense-in-depth, but does not negate the high severity of the potential impact.

Analyst Recommendation

Given the high CVSS severity, administrators should prioritize updating to release r26.03. Testing should be performed in a staging environment to ensure compatibility before deploying the patch into production inference clusters.

---METADATA---
VENDOR: NVIDIA
PRODUCT: Triton Inference Server
AFFECTED_VERSIONS: 0 up to (excluding) r26.03
CONFIDENCE: high
MISSING: none
---END_METADATA---

Description Summary:
NVIDIA Triton Inference Server is susceptible to an out-of-bounds read vulnerability in the DALI backend, which may allow an authenticated attacker to access sensitive memory or crash the service.

Executive Summary:
An out-of-bounds read vulnerability in the NVIDIA Triton Inference Server DALI backend poses a significant risk to data confidentiality and service stability.

Vulnerability Details

CVE-ID: CVE-2026-24213

Affected Software: NVIDIA Triton Inference Server

Affected Versions: 0 up to (excluding) r26.03

Vulnerability: This is an out-of-bounds read vulnerability in the DALI backend triggered during processing, requiring low-privileged authentication and user interaction to potentially expose sensitive memory contents (AV:N/AC:L/PR:L/UI:R).

Business Impact

Exploitation of this vulnerability could lead to the exposure of sensitive inference data or the complete crash of the inference server. Given the 8.0 CVSS score, this represents a critical risk to the reliability of AI services and the protection of proprietary data processed within the inference environment.

Remediation Plan

Immediate Action: Upgrade to NVIDIA Triton Inference Server version r26.03 or later to patch the vulnerable memory handling logic in the DALI backend.

Proactive Monitoring: Review access logs for unusual request patterns and monitor system health metrics for memory-related errors or unexpected service crashes.

Compensating Controls: Restrict access to the inference server to trusted users only and enforce the principle of least privilege to minimize the potential for an authenticated attacker to reach the vulnerable code path.

Exploitation Status

Public Exploit Available: Unknown

Analyst Notes: As of May 20, 2026, there is no public information indicating active exploitation or a public proof-of-concept for this vulnerability. While the vulnerability requires authenticated access, the potential for memory leakage makes it a high-priority issue for secure AI deployments.

Analyst Recommendation

Administrators must schedule an update to version r26.03 as soon as possible. Following the update, verify the integrity of the inference models and confirm that the DALI backend is operating correctly within the updated environment.

---METADATA---
VENDOR: NVIDIA
PRODUCT: Triton Inference Server
AFFECTED_VERSIONS: 0 up to (excluding) r26.03
CONFIDENCE: high
MISSING: none
---END_METADATA---

Description Summary:
NVIDIA Triton Inference Server is vulnerable to an integer overflow, which could allow an unauthenticated attacker to cause a denial-of-service condition.

Executive Summary:
An integer overflow vulnerability in NVIDIA Triton Inference Server allows unauthenticated remote attackers to trigger a denial-of-service, posing a significant risk to service availability.

Vulnerability Details

CVE-ID: CVE-2026-24210

Affected Software: NVIDIA Triton Inference Server

Affected Versions: 0 up to (excluding) r26.03

Vulnerability: This vulnerability involves an integer overflow (CWE-190) within the server, which can be triggered by an unauthenticated attacker via a network-based attack vector.

Business Impact

Successful exploitation results in a denial-of-service, rendering the inference server unresponsive. Given the CVSS score of 7.5 (High), this vulnerability poses a substantial risk to production environments relying on real-time model inference, potentially leading to critical operational downtime.

Remediation Plan

Immediate Action: Upgrade all instances of NVIDIA Triton Inference Server to version r26.03 or later.

Proactive Monitoring: Monitor server logs for unexpected crashes, restarts, or abnormal memory usage patterns indicative of overflow attempts.

Compensating Controls: Implement network-level rate limiting and ensure the server is isolated from public-facing networks to restrict unauthorized access to the inference endpoint.

Exploitation Status

Public Exploit Available: Unknown

Analyst Notes: As of May 20, 2026, there is no public information indicating active exploitation or a public proof-of-concept for this vulnerability. The flaw is inherently dangerous due to its potential to disrupt high-availability machine learning pipelines.

Analyst Recommendation

The severity of this vulnerability, combined with its network-accessible nature, necessitates immediate action. Administrators should prioritize patching to version r26.03 across all affected infrastructure to eliminate the risk of service disruption.

---METADATA---
VENDOR: NVIDIA
PRODUCT: Triton Inference Server
AFFECTED_VERSIONS: 0 up to (excluding) r26.03
CONFIDENCE: high
MISSING: none
---END_METADATA---

Description Summary:
A path traversal vulnerability exists in NVIDIA Triton Inference Server, enabling an unauthenticated attacker to potentially access sensitive files outside the intended directory.

Executive Summary:
NVIDIA Triton Inference Server is susceptible to a path traversal vulnerability that could allow unauthenticated remote attackers to access restricted files on the host system.

Vulnerability Details

CVE-ID: CVE-2026-24209

Affected Software: NVIDIA Triton Inference Server

Affected Versions: 0 up to (excluding) r26.03

Vulnerability: This is a path traversal flaw (CWE-22) that permits an unauthenticated attacker to manipulate file paths, potentially leading to unauthorized information disclosure.

Business Impact

The ability to perform path traversal poses a severe risk to data confidentiality and system integrity. With a CVSS score of 7.5 (High), this vulnerability could be leveraged to exfiltrate sensitive configuration files or model data, resulting in significant security and compliance exposure.

Remediation Plan

Immediate Action: Upgrade all instances of NVIDIA Triton Inference Server to version r26.03 or later.

Proactive Monitoring: Review web server and application logs for suspicious directory traversal patterns, such as sequences like "../" in URI requests.

Compensating Controls: Deploy a Web Application Firewall (WAF) with rules specifically configured to detect and block path traversal attempts.

Exploitation Status

Public Exploit Available: Unknown

Analyst Notes: As of May 20, 2026, there is no public information indicating active exploitation or a public proof-of-concept for this vulnerability. Path traversal flaws are classic, highly exploitable vectors that require immediate remediation to prevent unauthorized data access.

Analyst Recommendation

Given the high CVSS score and the nature of path traversal attacks, organizations must treat this as a high-priority update. Ensure that all affected servers are patched to version r26.03 immediately to prevent potential data breaches.

---METADATA---
VENDOR: NVIDIA
PRODUCT: Triton Inference Server
AFFECTED_VERSIONS: All versions prior to r26.03
CONFIDENCE: high
MISSING: none
---END_METADATA---

Description Summary:
An authentication bypass vulnerability in the NVIDIA Triton Inference Server allows remote, unauthenticated attackers to execute code or manipulate data.

Executive Summary:
A critical authentication bypass in the NVIDIA Triton Inference Server allows unauthenticated attackers to gain full control, leading to potential code execution and data tampering.

Vulnerability Details

CVE-ID: CVE-2026-24207

Affected Software: NVIDIA Triton Inference Server

Affected Versions: All versions prior to r26.03

Vulnerability: The vulnerability is an authentication bypass using an alternate path or channel (CWE-288). It allows an unauthenticated attacker to bypass security controls, potentially resulting in unauthorized code execution, privilege escalation, or full system disruption.

Business Impact

The ability to bypass authentication on an inference server poses a significant threat to AI/ML infrastructure. Exploitation could allow an attacker to exfiltrate proprietary models, corrupt training data, or utilize compute resources for unauthorized tasks. With a CVSS score of 9.8, this represents a critical threat to the integrity and availability of critical backend systems.

Remediation Plan

Immediate Action: Upgrade to NVIDIA Triton Inference Server version r26.03 or later.

Proactive Monitoring: Monitor server logs for unusual API traffic, unauthorized access attempts, or spikes in resource utilization that may indicate exploitation.

Compensating Controls: Implement strict network-level access controls, such as VPNs or mTLS, to ensure that the inference server is not exposed to untrusted networks.

Exploitation Status

Public Exploit Available: Yes — a public proof-of-concept repository exists on GitHub.

Analyst Notes: As of May 20, 2026, there is no confirmed active exploitation in the wild; however, a public proof-of-concept repository exists, so exploitation risk should be treated as credible. The lack of authentication requirements makes this vulnerability highly dangerous if the server is exposed to the internet.

Analyst Recommendation

Given the critical nature of this flaw and the presence of public exploit code, organizations running NVIDIA Triton Inference Server must prioritize patching. Failure to update to version r26.03 leaves the infrastructure exposed to full administrative takeover by remote attackers.

---METADATA---
VENDOR: NVIDIA
PRODUCT: Triton Inference Server
AFFECTED_VERSIONS: 0 up to (excluding) r26.03
CONFIDENCE: high
MISSING: none
---END_METADATA---

Description Summary:
NVIDIA Triton Inference Server contains an authentication bypass vulnerability that allows unauthenticated attackers to potentially gain unauthorized access to the server.

Executive Summary:
An authentication bypass vulnerability in NVIDIA Triton Inference Server permits unauthenticated remote attackers to circumvent security controls, risking unauthorized system access.

Vulnerability Details

CVE-ID: CVE-2026-24206

Affected Software: NVIDIA Triton Inference Server

Affected Versions: 0 up to (excluding) r26.03

Vulnerability: This vulnerability (CWE-288) allows an unauthenticated attacker to bypass authentication mechanisms via an alternate path or channel, effectively granting unauthorized access.

Business Impact

Authentication bypass is a critical security failure that undermines the entire authorization model of the application. With a CVSS score of 7.3 (High), this vulnerability could allow attackers to interact with the inference server without valid credentials, leading to unauthorized model manipulation, data exfiltration, or system sabotage.

Remediation Plan

Immediate Action: Upgrade all instances of NVIDIA Triton Inference Server to version r26.03 or later.

Proactive Monitoring: Audit access logs for unauthorized sessions or requests that should have been blocked by authentication requirements.

Compensating Controls: Implement strong network segmentation and access control lists (ACLs) to limit access to the inference server to known, trusted IP addresses only.

Exploitation Status

Public Exploit Available: Unknown

Analyst Notes: As of May 20, 2026, there is no public information indicating active exploitation or a public proof-of-concept for this vulnerability. Authentication bypass flaws are highly attractive to attackers and must be remediated as a top priority.

Analyst Recommendation

The ability for an unauthenticated user to bypass security controls presents a severe risk to the integrity and confidentiality of the inference environment. Immediate patching to version r26.03 is essential to secure the system against unauthorized access.

---METADATA---
VENDOR: NVIDIA
PRODUCT: TensorRT
AFFECTED_VERSIONS: NVIDIA TensorRT: 0 up to (excluding) v10.16.1
CONFIDENCE: high
MISSING: none
---END_METADATA---

Description Summary:
NVIDIA TensorRT is susceptible to an out-of-bounds write vulnerability, which could allow an attacker to corrupt memory or execute arbitrary code.

Executive Summary:
An out-of-bounds write vulnerability in NVIDIA TensorRT could allow an attacker to cause memory corruption and potentially lead to service disruption or code execution.

Vulnerability Details

CVE-ID: CVE-2026-24188

Affected Software: NVIDIA TensorRT

Affected Versions: NVIDIA TensorRT: 0 up to (excluding) v10.16.1

Vulnerability: This flaw is an out-of-bounds write (CWE-787) that occurs during processing. The vulnerability is network-exploitable and does not require authentication or user interaction, making it highly attractive for automated exploitation.

Business Impact

With a CVSS score of 8.2, this vulnerability poses a high risk to business operations. An out-of-bounds write can lead to application crashes (Denial of Service) or, in certain configurations, allow an attacker to overwrite critical memory structures to achieve code execution, threatening the integrity of the host system.

Remediation Plan

Immediate Action: Upgrade to NVIDIA TensorRT version 10.16.1 or later to resolve the memory safety issue.

Proactive Monitoring: Review network traffic and application logs for malformed input patterns or unexpected service restarts that may indicate attempted exploitation.

Compensating Controls: Implement network-level filtering or a Web Application Firewall (WAF) to detect and block malformed requests directed at TensorRT-based services.

Exploitation Status

Public Exploit Available: No (exploit_available: false)

Analyst Notes: As of May 21, 2026, there is no public information indicating active exploitation or a public proof-of-concept for this vulnerability. Out-of-bounds write vulnerabilities are classic targets for attackers seeking to bypass system security controls.

Analyst Recommendation

The high CVSS score and the lack of required authentication make this a critical update. Administrators must patch affected TensorRT instances immediately to prevent potential remote exploitation of the service.

---METADATA---
VENDOR: NVIDIA
PRODUCT: Display Driver for Linux
AFFECTED_VERSIONS: See vendor advisory for specific affected versions
---END_METADATA---

Description Summary:
A use-after-free vulnerability in the NVIDIA Display Driver for Linux may allow a local attacker to cause a system crash or potentially execute arbitrary code.

Executive Summary:
A critical use-after-free vulnerability in the NVIDIA Linux Display Driver poses a risk of system instability and potential arbitrary code execution.

Vulnerability Details

CVE-ID: CVE-2026-24187

Affected Software: NVIDIA Display Driver for Linux

Affected Versions: See vendor advisory for specific affected versions

Vulnerability: The vulnerability is a use-after-free error within the driver code. An attacker with local access could potentially exploit this memory management flaw to trigger a kernel-level failure or, under specific conditions, gain elevated privileges.

Business Impact

The CVSS score of 8.8 highlights the severity of this kernel-level issue. Successful exploitation could result in full system compromise or denial-of-service, significantly impacting systems that rely on high-performance computing or graphical processing for critical tasks.

Remediation Plan

Immediate Action: Update NVIDIA Linux Display Drivers to the latest version recommended by the vendor or Linux distribution maintainers.

Proactive Monitoring: Monitor system logs for repeated driver crashes or unexpected kernel errors that may indicate exploitation attempts.

Compensating Controls: Apply principle of least privilege to restrict access to the system for non-administrative users, reducing the likelihood of local exploitation.

Exploitation Status

Public Exploit Available: false

Analyst Notes: As of May 27, 2026, there is no public information indicating active exploitation of this vulnerability. However, due to the nature of the flaw, the potential for exploitation is high.

Analyst Recommendation

System administrators managing Linux environments with NVIDIA hardware should schedule an immediate update of the display drivers. Ensuring kernel security is paramount to preventing local privilege escalation and maintaining system uptime.

---METADATA---
VENDOR: NVIDIA
PRODUCT: NVFlare Dashboard
AFFECTED_VERSIONS: All versions prior to 2.7.2
CONFIDENCE: high
MISSING: none
---END_METADATA---

Description Summary:
NVIDIA NVFlare Dashboard contains an authorization bypass vulnerability allowing unauthenticated attackers to gain unauthorized access via user-controlled keys.

Executive Summary:
A critical authorization bypass in the NVIDIA NVFlare Dashboard allows unauthenticated attackers to gain full administrative control over the application.

Vulnerability Details

CVE-ID: CVE-2026-24178

Affected Software: NVIDIA NVFlare Dashboard

Affected Versions: All versions prior to 2.7.2

Vulnerability: The vulnerability exists in the user management and authentication system, where improper handling of user-controlled keys allows an unauthenticated attacker to bypass authorization. This can lead to privilege escalation, unauthorized data access, and potential remote code execution.

Business Impact

The vulnerability allows for complete compromise of the NVFlare Dashboard, which is critical for managing federated learning workflows. Unauthorized access could result in the exfiltration of sensitive training data, tampering with machine learning models, or the disruption of critical research and development operations. The 9.8 CVSS score highlights the extreme risk to organizational data and system integrity.

Remediation Plan

Immediate Action: Update the NVIDIA NVFlare Dashboard to version 2.7.2 or later immediately to patch the authentication and authorization logic.

Proactive Monitoring: Review audit logs for unauthorized access attempts or suspicious administrative actions that occurred prior to the patch deployment.

Compensating Controls: Ensure the dashboard is not exposed to the public internet; place the service behind a VPN or robust authentication proxy to add a layer of defense-in-depth.

Exploitation Status

Public Exploit Available: Unknown.

Analyst Notes: As of April 29, 2026, there is no public information indicating active exploitation or a public proof-of-concept for this vulnerability. The nature of the flaw makes it highly attractive for attackers as it allows for unauthenticated access.

Analyst Recommendation

This is a high-priority vulnerability that requires immediate attention. Organizations running NVFlare Dashboard must apply the 2.7.2 update as soon as possible, as the ability for unauthenticated users to gain administrative privileges presents an unacceptable level of risk to the confidentiality and integrity of federated learning environments.

---METADATA---
VENDOR: NVIDIA
PRODUCT: TensorRT-LLM
AFFECTED_VERSIONS: NVIDIA TensorRT-LLM: 0 up to (excluding) v1.2
CONFIDENCE: high
MISSING: none
---END_METADATA---

Description Summary:
NVIDIA TensorRT-LLM contains an unsafe deserialization vulnerability in its RPC testing mechanism that could lead to unauthorized system impact.

Executive Summary:
A vulnerability in NVIDIA TensorRT-LLM allows for unsafe deserialization of untrusted data, potentially leading to total system compromise by a high-privileged attacker.

Vulnerability Details

CVE-ID: CVE-2026-24163

Affected Software: NVIDIA TensorRT-LLM

Affected Versions: NVIDIA TensorRT-LLM: 0 up to (excluding) v1.2

Vulnerability: This vulnerability (CWE-502) involves unsafe deserialization of untrusted data within the RPC testing component. The CVSS vector (PR:H) indicates that successful exploitation requires an attacker to possess high privileges.

Business Impact

The potential for unsafe deserialization poses a severe risk, as it may allow an attacker to achieve code execution or perform unauthorized operations on the host system. While the CVSS score of 7.5 reflects a high severity, the technical impact is categorized as total, warranting immediate attention to protect the integrity and availability of AI/ML infrastructure.

Remediation Plan

Immediate Action: Update NVIDIA TensorRT-LLM to version 1.2 or later to resolve the deserialization vulnerability.

Proactive Monitoring: Monitor RPC service logs for abnormal deserialization requests or unexpected process spawning originating from the testing service.

Compensating Controls: Ensure that access to RPC testing interfaces is strictly restricted to authorized administrative accounts and network segments, minimizing the attack surface.

Exploitation Status

Public Exploit Available: false

Analyst Notes: As of May 20, 2026, there is no public information indicating active exploitation or a public proof-of-concept for this vulnerability. The requirement for high privileges significantly limits the potential attacker base for this flaw.

Analyst Recommendation

Given the potential for total system impact, administrators should prioritize updating TensorRT-LLM to version 1.2 or later. Organizations utilizing these libraries in production environments should ensure that testing components are not exposed to untrusted network segments.