AI Threat Alert

AI Security Threat Feed

Latest CVEs affecting AI/ML systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers. Vulnerabilities are tracked from NVD, GitHub Advisory, CISA KEV, MITRE ATLAS, and enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings to ISO 42001, EU AI Act, NIST AI RMF, and OWASP LLM Top 10. Updated continuously as new CVEs are published.

Sources

Each CVE is enriched with

CVSS severity
EPSS exploit probability
Exploitation confidence
AI-component classification
Compliance mappings

4,307

AI/ML CVEs Tracked

533

Critical

96

New This Week

25

In CISA KEV

Sort:Date CVSS EPSS KEV first Most exploited

Filter:All Critical High MediumKEV only Active exploitationHas patch No patch

Latest AI Security Threats

Showing 20 of 2876 results — no patch

InsydeH2O UEFI: unchecked SMM buffer enables SMRAM access

CVE-2021-33625

Code ExecutionAuth Bypass

InsydeH2O UEFI: SMM callout enables ring -2 privesc

CVE-2021-43323

Code ExecutionAuth BypassInference

InsydeH2O UEFI: SMM callout enables privilege escalation

CVE-2021-42113

Code ExecutionInference

InsydeH2O UEFI: SMM callout flaw enables ring -2 code exec

CVE-2021-41838

Code ExecutionInference

InsydeH2O UEFI: SMM memory corruption enables privilege escalation

CVE-2021-42554

Code ExecutionSupply ChainInference

InsydeH2O UEFI: SMM privilege escalation via NVMe driver bug

CVE-2021-41839

Code ExecutionInference

UNKNOWNEXPLOIT AVAIL

InsydeH2O UEFI: SMM buffer flaw enables ring-2 escalation

CVE-2021-33627

Code ExecutionInferenceTraining Data

InsydeH2O UEFI: SMM callout allows privilege escalation

CVE-2021-42060

Code ExecutionAuth BypassInference

InsydeH2O UEFI: SMM memory corruption via bad pointer

CVE-2021-41837

Code ExecutionInference

InsydeH2O: SMM callout enables ring -2 code execution

CVE-2021-41840

Code ExecutionInference

InsydeH2O UEFI: SMM memory corruption enables firmware-level PrivEsc

CVE-2022-24030

Code ExecutionInference

InsydeH2O: UEFI firmware stack overflow enables RCE

CVE-2021-42059

Code ExecutionInference

InsydeH2O UEFI: SMM memory corruption escalates to Ring -2

CVE-2021-43615

Code ExecutionInference

InsydeH2O: SMM callout allows arbitrary code execution

CVE-2021-41841

Code ExecutionInference

InsydeH2O UEFI: SMM privilege escalation (not AI-related)

CVE-2020-5953

Code ExecutionInference

InsydeH2O UEFI: SMM callout enables privilege escalation

CVE-2022-24069

Code ExecutionInferenceTraining Data

Insyde H2O: SMM memory corruption escalates privileges

CVE-2021-43522

Code ExecutionInference

InsydeH2O firmware: unchecked SMM buffer enables ring -2 exploit

CVE-2021-45971

Code ExecutionInference

InsydeH2O UEFI: SMM buffer flaw enables privesc

CVE-2021-45969

Code ExecutionSupply ChainInference

InsydeH2O: SMM buffer validation flaw enables priv-esc

CVE-2021-45970

Code ExecutionDoSInference

Frequently asked questions

What is an AI security threat feed?

An AI security threat feed is a continuously updated stream of vulnerabilities (CVEs) affecting AI and machine-learning systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — filtered out of the broader CVE firehose and enriched for relevance.

Which sources are the AI CVEs tracked from?

CVEs are tracked from NVD, GitHub Advisory, CISA KEV, and MITRE ATLAS, then enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings.

What AI systems do these vulnerabilities affect?

Coverage spans LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — the components most security teams now run in production.

How often is the AI threat feed updated?

The feed updates continuously as new CVEs are published and enriched, so the most recent AI/ML vulnerabilities appear at the top.

Is the AI security feed free?

Yes — the public feed is free to browse. A Pro subscription adds breaking alerts, MITRE ATLAS mappings, compliance reports (ISO 42001, EU AI Act), and full CISO analysis.

Need deeper analysis?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

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