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.

Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
4,330

AI/ML CVEs Tracked

535

Critical

107

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 4330 results
HIGHEXPLOIT AVAIL

HestiaCP: cronjob flaw lets low-priv users get root

CVE-2026-12196
--
EPSS 0.4%
Auth BypassCode ExecutionFramework
1 ATLAS
HIGH

n8n: authenticated RCE via Execute Command node

CVE-2025-71380
8.8
EPSS 0.6%
Code ExecutionAuth BypassAgentPlugin
n8nCWE-284163 ATLAS
HIGHEXPLOIT AVAIL

picklescan: detection bypass enables pickle RCE

CVE-2025-71375
8.1
EPSS 0.5%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: methodcaller bypass enables pickle RCE

CVE-2025-71373
8.1
EPSS 0.6%
Code ExecutionSupply ChainModelFramework
picklescanCWE-69334 ATLAS
HIGHEXPLOIT AVAIL

Picklescan: RCE gadget bypasses pickle safety scanner

CVE-2025-71372
8.1
EPSS 0.5%
Supply ChainCode ExecutionModel
picklescanCWE-50235 ATLAS
HIGHEXPLOIT AVAIL

picklescan misses malicious pickles via torch decoder

CVE-2025-71369
8.1
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: attrgetter bypass evades malicious pickle scan

CVE-2025-71367
8.1
EPSS 0.6%
Supply ChainCode ExecutionModel
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scan bypass lets malicious pickle RCE

CVE-2025-71366
8.1
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner blind spot enables pickle RCE

CVE-2025-71364
8.1
EPSS 0.7%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables RCE via numpy eval

CVE-2025-71362
8.1
EPSS 0.4%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables pickle RCE

CVE-2025-71360
8.1
EPSS 0.4%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50235 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scan bypass lets malicious models RCE

CVE-2025-71359
8.1
EPSS 0.6%
Code ExecutionSupply ChainModelFramework
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: torch.fx gadget bypasses malicious-pickle detection

CVE-2025-71356
8.1
EPSS 0.4%
Supply ChainCode ExecutionModel
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: detection bypass allows pickle RCE

CVE-2025-71353
8.1
EPSS 0.4%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: numpy.f2py bypass lets malicious pickle evade scan

CVE-2025-71347
8.1
EPSS 0.6%
Supply ChainCode ExecutionModel
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner blocklist bypass hides pickle RCE

CVE-2025-71345
8.1
EPSS 0.5%
Supply ChainCode ExecutionModelInference
picklescanCWE-50233 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass lets malicious pickle files evade detection

CVE-2025-71343
8.1
EPSS 0.4%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: idlelib bypass hides pickle RCE

CVE-2025-71342
8.1
EPSS 0.5%
Supply ChainCode ExecutionModelInference
picklescanCWE-50234 ATLAS
CRITICALEXPLOIT AVAIL

Keras: safe_mode=None bypass enables Lambda RCE

CVE-2026-12481
9.8
EPSS 0.7%
Code ExecutionSupply ChainFrameworkModel
kerasPatch: 3.12.3CWE-5024.1K4 ATLAS
HIGH

Azure OpenAI: SSRF flaw enables privilege escalation

CVE-2026-45499
8.8
EPSS 0.8%
Auth BypassPrivacy ViolationAPIInference
CWE-9181 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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