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

95

New This Week

25

In CISA KEV

Sort:DateCVSSEPSSKEV firstMost exploited
Filter:AllCriticalHighMediumKEV onlyActive exploitationHas patchNo patch

Latest AI Security Threats

Showing 20 of 1961 results — Active exploitation
CRITICALEXPLOIT AVAIL

langflow: security flaw enables exploitation

CVE-2026-33475
9.1
EPSS 3.2%
Supply ChainCode ExecutionData ExtractionFrameworkAgent
langflowCWE-745 ATLAS
CRITICALEXPLOIT AVAIL

langflow: Path Traversal enables file access

CVE-2026-33309
9.9
EPSS 13.5%
Code ExecutionAuth BypassSupply ChainFrameworkAgentPlugin
langflowPatch: 1.9.0CWE-228 ATLAS
MEDIUMEXPLOIT AVAIL

AI component: IDOR enables unauthorized data access

CVE-2026-30886
6.5
EPSS 0.3%
Data LeakageCode ExecutionAPIModelInference
CWE-6396 ATLAS
HIGHEXPLOIT AVAIL

AI component: Input Validation flaw enables exploitation

CVE-2026-4538
7.8
EPSS 0.2%
Model PoisoningCode ExecutionFrameworkRAGModel
CWE-205 ATLAS
CRITICALKEVSCANNER

langflow: Code Injection enables RCE

CVE-2026-33017
9.8
EPSS 96.2%
Model PoisoningCode ExecutionFrameworkAgentAPI
langflowPatch: 1.9.0CWE-956 ATLAS
HIGHEXPLOIT AVAIL

OpenClaw: approval gating bypass enables shell execution

CVE-2026-32023
7.1
EPSS 0.3%
Auth BypassCode ExecutionAgentFramework
OpenClaw34 ATLAS1 incident
HIGHEXPLOIT AVAIL

OpenClaw: allowlist bypass enables arbitrary file write

CVE-2026-32017
7.1
EPSS 0.3%
Auth BypassCode ExecutionAgentPlugin
OpenClaw34 ATLAS1 incident
MEDIUMEXPLOIT AVAIL

OpenClaw: file:// bypass enables local file exfiltration

CVE-2026-32008
6.5
EPSS 0.4%
Data ExtractionPrivacy ViolationAgentPlugin
OpenClaw34 ATLAS1 incident
HIGHEXPLOIT AVAIL

libarchive: RAR heap OOB read leaks memory in vLLM stacks

CVE-2026-4424
7.5
EPSS 1.3%
Data ExtractionSupply ChainInference
rhaiis/vllm-cuda-rhel9943 ATLAS
HIGHEXPLOIT AVAIL

nltk: Path Traversal enables file access

CVE-2026-33236
8.1
EPSS 0.6%
Supply ChainCode ExecutionFramework
CWE-223 ATLAS
HIGHEXPLOIT AVAIL

OpenClaw: cmd injection via scheduled task generation

CVE-2026-31994
7.1
EPSS 0.6%
Code ExecutionAuth BypassAgent
OpenClaw33 ATLAS1 incident
CRITICALEXPLOIT AVAIL

mlflow: Path Traversal enables file access

CVE-2025-15031
9.1
EPSS 0.8%
Supply ChainModel PoisoningCode ExecutionFrameworkModelTraining Data
mlflowPatch: 3.9.0rc0CWE-226956 ATLAS
HIGHEXPLOIT AVAIL

deepdiff: DoS causes service disruption

CVE-2026-33155
--
EPSS 0.5%
DoSSupply ChainFramework
CWE-4004 ATLAS
CRITICALEXPLOIT AVAIL

onnx: Integrity Verification bypass enables tampering

CVE-2026-28500
9.1
EPSS 0.3%
Supply ChainModel PoisoningCode ExecutionFrameworkRAGAPI
onnxCWE-3451.1K10 ATLAS
HIGHEXPLOIT AVAIL

OpenClaw: allowlist bypass enables arbitrary OS command exec

CVE-2026-22179
7.2
EPSS 0.7%
Auth BypassCode ExecutionAgentPlugin
OpenClaw35 ATLAS1 incident
HIGHEXPLOIT AVAIL

Ray Dashboard: unauthenticated path traversal file read

CVE-2026-32981
7.5
EPSS 1.0%
Data ExtractionAuth BypassFrameworkInference
rayPatch: 2.8.1CWE-226424 ATLAS
HIGHEXPLOIT AVAIL

mlflow: Code Injection enables RCE

CVE-2025-14287
7.5
EPSS 1.5%
Supply ChainModel PoisoningCode ExecutionFrameworkModel
mlflowPatch: 3.8.0rc0CWE-946957 ATLAS
HIGHEXPLOIT AVAIL

libarchive: infinite loop DoS in RAR5 decompression

CVE-2026-4111
7.5
EPSS 0.7%
DoSSupply ChainInferenceFramework
rhaiis/vllm-cuda-rhel9944 ATLAS
CRITICALEXPLOIT AVAIL

OpenClaw: RCE via request-side prompt injection

CVE-2026-30741
9.8
EPSS 0.9%
Prompt InjectionCode ExecutionAgentFramework
openclaw35 ATLAS1 incident
HIGHEXPLOIT AVAIL

Flowise: SSRF via HTTP Node exposes internal network

CVE-2026-31829
8.8
EPSS 2.7%
Data ExtractionAuth BypassAgentFramework
flowise-componentsPatch: 3.0.13CWE-9184 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.

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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