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 325 results — Critical severity, Active exploitation
CRITICALEXPLOIT AVAIL

picklescan: stdlib bypass enables arbitrary RCE

CVE-2026-56315
9.8
EPSS 1.1%
Supply ChainCode ExecutionFrameworkModel
picklescanCWE-18435 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: RCE via MCP server command validation bypass

CVE-2026-56274
9.9
EPSS 7.5%
Code ExecutionAuth BypassAgentPlugin
Flowise6 ATLAS
CRITICALEXPLOIT AVAIL

Budibase: zip symlink bypass exposes all server secrets

CVE-2026-54352
9.6
EPSS 0.5%
Data ExtractionAuth BypassSupply ChainFrameworkAPIInference
@budibase/serverPatch: 3.39.9CWE-2267 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: TAR symlink traversal enables full RCE

CVE-2026-55447
9.6
EPSS 0.7%
Code ExecutionAuth BypassData ExtractionFrameworkRAGAgent
langflowPatch: 1.9.2CWE-616 ATLAS
CRITICALKEV

Langflow: IDOR allows cross-user flow execution

CVE-2026-55255
9.9
EPSS 0.9%
Auth BypassData ExtractionFrameworkAgent
langflowPatch: 1.9.1CWE-6395 ATLAS
CRITICALEXPLOIT AVAIL

jupyterlab-git: stored XSS escalates to full RCE

CVE-2026-54527
9.0
EPSS 0.5%
Code ExecutionData ExtractionAuth BypassPluginFramework
@jupyterlab/gitPatch: 0.54.0CWE-791.9K6 ATLAS
CRITICALEXPLOIT AVAILSCANNER

Langflow: unauthenticated upload → DoS + path disclosure

CVE-2026-55450
9.3
EPSS 1.2%
Auth BypassDoSData LeakageFrameworkAgent
langflowPatch: 1.9.1CWE-4005 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
CRITICALEXPLOIT AVAIL

picklescan: blocklist bypass enables full RCE

CVE-2026-3490
10.0
EPSS 0.8%
Supply ChainCode ExecutionModelFramework
picklescanCWE-18335 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: scanner bypass enables RCE via model files

CVE-2025-71325
9.8
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescan34 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: ctypes bypass enables full RCE via pickle files

CVE-2025-71323
9.8
EPSS 1.0%
Supply ChainCode ExecutionFrameworkModel
picklescan35 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: blocklist bypass allows arbitrary file write/RCE

CVE-2025-71321
9.8
EPSS 0.8%
Supply ChainCode ExecutionDoSFrameworkModelTraining Data
picklescan34 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: deny-list bypass enables arbitrary RCE

CVE-2025-71320
9.8
EPSS 0.8%
Supply ChainCode ExecutionModelFramework
picklescan34 ATLAS
CRITICALEXPLOIT AVAIL

vllm: auth bypass exposes OpenAI inference API

CVE-2026-48746
9.1
EPSS 1.2%
Auth BypassDoSData ExtractionInferenceAPI
vllmPatch: 0.22.0CWE-444946 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: unauthenticated RCE via Shareable Playground

CVE-2026-48519
9.6
EPSS 0.8%
Code ExecutionAuth BypassFrameworkAgent
langflowPatch: 1.9.2CWE-945 ATLAS
CRITICALEXPLOIT AVAIL

Boxlite: OCI symlink traversal enables host RCE

CVE-2026-46703
9.6
EPSS 0.5%
Supply ChainCode ExecutionAgentInference
boxliteCWE-225 ATLAS
CRITICALEXPLOIT AVAILSCANNER

Flowise: sandbox escape enables authenticated RCE

CVE-2026-46442
9.9
EPSS 33.0%
Code ExecutionAuth BypassAgentFramework
flowiseCWE-945 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: mass assignment breaks multi-tenant isolation

CVE-2026-46441
9.6
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
flowise4 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: plaintext auth brute-force, no rate limit

CVE-2026-46440
9.1
EPSS 0.2%
Auth BypassData ExtractionAgentFramework
flowiseCWE-5225 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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