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
MEDIUMEXPLOIT AVAIL

Keras: incomplete fix reopens HDF5 arbitrary file read

CVE-2026-12480
5.5
EPSS 0.2%
Data LeakageSupply ChainPrivacy ViolationModelTraining Data
kerasPatch: 3.12.3CWE-734.1K4 ATLAS
MEDIUM

Kibana: sensitive headers leaked via APM logs

CVE-2026-49088
4.4
EPSS 0.3%
Data LeakagePrivacy ViolationAPI
CRITICAL

Feast: unauth file write to RCE via /save-document

CVE-2026-23537
9.1
EPSS 1.0%
Auth BypassCode ExecutionDoSAPITraining Data
rhoai/odh-workbench-jupyter-datascience-cpu-py312-rhel91.9K3 ATLAS
UNKNOWNEXPLOIT AVAIL

ClearML: path traversal in zip extraction enables RCE

CVE-2026-8387
--
EPSS 0.4%
Code ExecutionSupply ChainFrameworkTraining DataModel
allegroai/clearml235 ATLAS
HIGHSCANNER

WPBot: unauthenticated stored XSS via chatbot conversation field

CVE-2026-13731
7.2
EPSS 0.9%
Code ExecutionAuth BypassPluginAgent
wpbotCWE-791 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables pickle RCE

CVE-2025-71374
8.1
EPSS 0.7%
Supply ChainCode ExecutionModel
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: malicious pickle bypasses RCE scan

CVE-2025-71371
8.1
EPSS 0.6%
Code ExecutionSupply ChainModel
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scan bypass lets malicious pickles hit RCE

CVE-2025-71368
8.1
EPSS 0.8%
Supply ChainCode ExecutionModel
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables pickle RCE

CVE-2025-71363
8.1
EPSS 0.7%
Supply ChainCode ExecutionModelInference
picklescanCWE-50234 ATLAS
UNKNOWNEXPLOIT AVAIL

Picklescan: NumPy gadget bypass enables pickle RCE

CVE-2025-71355
--
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescanCWE-18435 ATLAS
HIGHEXPLOIT AVAIL

picklescan: RCE bypass via trace.Trace.runctx

CVE-2025-71352
8.1
EPSS 0.7%
Supply ChainCode ExecutionModel
picklescanCWE-69334 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables pickle RCE

CVE-2025-71350
8.1
EPSS 0.4%
Supply ChainCode ExecutionModelTraining Data
torchCWE-50226.1K5 ATLAS
HIGHEXPLOIT AVAIL

picklescan: bypass allows undetected pickle RCE

CVE-2025-71349
8.1
EPSS 0.6%
Supply ChainCode ExecutionModel
picklescanCWE-50234 ATLAS
MEDIUM

n8n: AST validator bypass leaks env vars in Python node

CVE-2026-56777
5.0
EPSS 0.3%
Code ExecutionData LeakageAgentPlugin
n8nCWE-184164 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: SSRF in web retrieval hits internal services

CVE-2026-56399
5.0
EPSS 0.5%
Auth BypassCode ExecutionData LeakageRAGAPI
open-webui23 ATLAS
MEDIUM

n8n: stored XSS in Chat Trigger Custom CSS field

CVE-2026-56356
5.4
EPSS 0.3%
Code ExecutionSocial EngineeringAgentPlugin
n8nCWE-79162 ATLAS
MEDIUM

n8n: authenticated users can disable SSO enforcement via API

CVE-2026-56350
6.3
EPSS 0.4%
Auth BypassAgentFramework
n8nCWE-285163 ATLAS
CRITICAL

Flowise: hardcoded default secret enables session forgery

CVE-2026-56278
9.1
EPSS 0.5%
Auth BypassCode ExecutionAgentFramework
FlowiseCWE-7985 ATLAS
UNKNOWN

Flowise: wildcard CORS on TTS endpoint abuses creds

CVE-2026-56277
--
EPSS 0.2%
Auth BypassData LeakageAgentPluginAPI
FlowiseCWE-3464 ATLAS
CRITICAL

Langflow: weak reversible KDF exposes all stored credentials

CVE-2026-7874
9.1
EPSS 0.3%
Data LeakagePrivacy ViolationAuth BypassFrameworkAgentAPI
langflowCWE-3383 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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