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 1346 results — Active exploitation, no patch
MEDIUMEXPLOIT AVAIL

litellm: session expiration bypass in proxy auth

CVE-2026-12772
6.3
EPSS 0.4%
Auth BypassData ExtractionInferenceAPI
litellmCWE-61365 ATLAS
HIGHEXPLOIT AVAIL

litellm: JWT auth bypass in M2M proxy handler

CVE-2026-12771
7.5
EPSS 0.4%
Auth BypassInferenceAPI
litellmCWE-26665 ATLAS
HIGHEXPLOIT AVAIL

litellm: auth bypass in Admin Key Handler endpoint

CVE-2026-12770
8.8
EPSS 0.6%
Auth BypassDoSInferenceAPI
litellmCWE-26664 ATLAS
HIGHEXPLOIT AVAIL

vLLM: sparse tensor DoS/memory corruption via embeddings

CVE-2026-56340
7.5
EPSS 0.6%
DoSCode ExecutionInferenceAPI
vllmCWE-20945 ATLAS
MEDIUMEXPLOIT AVAIL

picklescan: FileHandler bypass creates filesystem artifacts

CVE-2026-56304
6.5
EPSS 0.4%
Supply ChainDoSFrameworkModel
picklescanCWE-50234 ATLAS
MEDIUMEXPLOIT AVAIL

Flowise: mass assignment enables credential hash override

CVE-2026-56276
--
EPSS 0.4%
Auth BypassData ExtractionAgentFramework
FlowiseCWE-9155 ATLAS
MEDIUMEXPLOIT AVAIL

Flowise: PII exposure via unauthenticated password reset

CVE-2026-56267
--
EPSS 0.5%
Data ExtractionPrivacy ViolationAgent
FlowiseCWE-2004 ATLAS
MEDIUMEXPLOIT AVAIL

Flowise: XSS enables session hijacking in AI agent UI

CVE-2025-71331
6.1
EPSS 0.3%
Auth BypassData ExtractionCode ExecutionAgentFrameworkPlugin
FlowiseCWE-804 ATLAS
HIGHEXPLOIT AVAIL

Stanza: pickle fallback bypass enables model RCE

CVE-2026-54499
7.5
EPSS 0.5%
Supply ChainCode ExecutionModelFramework
torchCWE-50226.1K5 ATLAS
MEDIUMEXPLOIT AVAIL

Mercator: SSRF enables internal network RCE via gopher://

CVE-2026-49345
--
EPSS 0.6%
Code ExecutionData ExtractionAPIInference
CWE-9184 ATLAS
HIGHEXPLOIT AVAIL

libaom: AV1 SVC OOB write enables RCE

CVE-2026-56211
7.1
EPSS 0.9%
Code ExecutionSupply ChainInference
rhaiis/vllm-cpu-rhel9942 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: path traversal → arbitrary file read/write/RCE

CVE-2026-56078
8.8
EPSS 0.9%
Code ExecutionData ExtractionAuth BypassAgentFramework
PraisonAICWE-2216 ATLAS
MEDIUMEXPLOIT AVAIL

PraisonAI: agent ID collision leaks system prompts

CVE-2026-56077
6.5
EPSS 0.4%
Data LeakageData ExtractionPrivacy ViolationAgentFramework
PraisonAICWE-66815 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: CORS bypass enables arbitrary agent execution

CVE-2026-56076
8.1
EPSS 0.6%
Auth BypassData ExtractionCode ExecutionAgentAPIFramework
PraisonAICWE-94216 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: RCE via hardcoded approval_mode bypass

CVE-2026-56075
8.8
EPSS 0.6%
Code ExecutionAuth BypassAgentFramework
PraisonAICWE-86315 ATLAS
MEDIUMEXPLOIT AVAIL

PraisonAI: tool approval bypass enables credential theft

CVE-2026-56074
5.5
EPSS 0.2%
Auth BypassData ExtractionAgentPlugin
PraisonAICWE-86315 ATLAS
UNKNOWNEXPLOIT AVAIL

picklescan: scanner bypass enables PyTorch RCE

CVE-2026-53875
--
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescanCWE-9535 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: scanner bypass enables pickle RCE

CVE-2026-53874
9.8
EPSS 0.5%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: blocklist bypass allows arbitrary code exec

CVE-2026-53873
9.8
EPSS 0.5%
Supply ChainCode ExecutionModelFramework
picklescan34 ATLAS
HIGHEXPLOIT AVAIL

picklescan: arbitrary file read bypasses RCE blocklist

CVE-2026-53872
7.5
EPSS 0.5%
Data ExtractionSupply ChainFrameworkModel
picklescan35 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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