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:DateCVSSEPSSKEV firstMost exploited
Filter:AllCriticalHighMediumKEV onlyActive exploitationHas patchNo patch

Latest AI Security Threats

Showing 20 of 943 results — High severity, Active exploitation
HIGHEXPLOIT AVAIL

vLLM: Gemma4 parser flaw allows remote DoS

CVE-2026-103241
7.5
EPSS 0.7%
DoSInferenceFrameworkAPI
vllmCWE-404943 ATLAS
HIGHEXPLOIT AVAIL

LiteLLM: JWT email fallback enables admin account takeover

CVE-2026-93355
8.1
EPSS 0.3%
Auth BypassData LeakageAPIInferenceFramework
litellmCWE-139064 ATLAS
HIGHEXPLOIT AVAIL

aaPanel BaoTa: OS command injection in unzip handler

CVE-2026-101009
8.4
EPSS 1.8%
Code ExecutionFramework
CWE-772 ATLAS
HIGHEXPLOIT AVAIL

MONAI: unsafe pickle deserialization allows RCE

CVE-2026-100846
8.8
EPSS 0.4%
Code ExecutionSupply ChainFrameworkTraining Data
monaiCWE-5021284 ATLAS
HIGHEXPLOIT AVAIL

MONAI: unsafe pickle deserialization in NumpyReader RCE

CVE-2026-100845
7.8
EPSS 0.2%
Code ExecutionSupply ChainFrameworkTraining Data
monaiCWE-5021284 ATLAS
HIGHEXPLOIT AVAIL

MONAI: OS command injection via nnUNetV2Runner config

CVE-2026-100844
7.8
EPSS 0.9%
Code ExecutionSupply ChainFrameworkTraining Data
monaiCWE-781283 ATLAS
HIGHEXPLOIT AVAIL

MONAI: unsafe pickle deserialization enables RCE

CVE-2026-100843
7.8
EPSS 0.3%
Code ExecutionSupply ChainFrameworkTraining DataModel
monaiCWE-5021284 ATLAS
HIGHEXPLOIT AVAIL

MONAI: eval sandbox bypass allows code execution

CVE-2026-100842
8.8
EPSS 0.2%
Code ExecutionSupply ChainFrameworkModel
monaiCWE-951284 ATLAS
HIGHEXPLOIT AVAIL

MONAI: code execution via malicious bundle config

CVE-2026-100840
7.8
EPSS 0.3%
Code ExecutionSupply ChainFrameworkModel
monaiCWE-951285 ATLAS
HIGHEXPLOIT AVAIL

Froxlor: sessions and API keys survive password change

CVE-2026-100711
7.5
EPSS 0.3%
Auth BypassFramework
CWE-6132 ATLAS
HIGHEXPLOIT AVAIL

SiYuan: SQL injection leaks all notebook data

CVE-2026-100644
7.5
EPSS 0.4%
Data ExtractionData LeakageFrameworkAPI
CWE-892 ATLAS
HIGHEXPLOIT AVAIL

SiYuan: path traversal in setNotebookIcon writes files

CVE-2026-100638
7.6
EPSS 0.6%
Code ExecutionFramework
CWE-732 ATLAS
HIGHEXPLOIT AVAIL

Flowise: missing authz in upsert-history exposes configs

CVE-2026-100610
7.5
EPSS 0.3%
Auth BypassData LeakageData ExtractionFrameworkRAGAgent
flowiseCWE-6395 ATLAS
HIGHEXPLOIT AVAIL

Flowise: BullMQ dashboard authz gap exposes all tenants

CVE-2026-100608
8.3
EPSS 0.3%
Auth BypassData LeakageData ExtractionFrameworkAgentAPI
flowiseCWE-8624 ATLAS
HIGHEXPLOIT AVAIL

Flowise: SSO email-only matching enables account takeover

CVE-2026-100607
7.7
EPSS 0.4%
Auth BypassData LeakageFrameworkAgent
flowiseCWE-2874 ATLAS
HIGHEXPLOIT AVAIL

Flowise: SSO auth bypass hijacks pending invitations

CVE-2026-100606
7.7
EPSS 0.5%
Auth BypassFrameworkAgent
flowiseCWE-2873 ATLAS
HIGHEXPLOIT AVAIL

Flowise: missing RBAC on chat routes exposes chat history

CVE-2026-100605
7.1
EPSS 0.3%
Auth BypassData LeakageFrameworkAgentAPI
flowiseCWE-8625 ATLAS
HIGHEXPLOIT AVAIL

DBHub: readonly mode bypass enables writes and RCE

CVE-2026-61788
7.4
EPSS 0.4%
Code ExecutionAuth BypassData LeakageAgentPluginAPI
CWE-1846 ATLAS
HIGHEXPLOIT AVAIL

TREK: SSRF via llm_base_url exposes cloud metadata

CVE-2026-77294
8.1
EPSS 0.3%
Data LeakageAuth BypassAPIFramework
4 ATLAS
HIGHEXPLOIT AVAIL

9router: DNS rebinding SSRF in image prefetch

CVE-2026-56676
7.4
EPSS 0.2%
Data ExtractionData LeakageInferenceAPIFramework
9routerPatch: 0.5.2CWE-3671.9K3 ATLAS

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.

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