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
MEDIUMEXPLOIT AVAIL

PraisonAI: IDOR cross-tenant data pollution

CVE-2026-58653
4.3
EPSS 0.3%
Auth BypassAgentAPI
praisonai12 ATLAS
HIGHEXPLOIT AVAIL

MLflow: auth bypass allows cross-experiment trace access

CVE-2026-8147
8.1
EPSS 0.5%
Auth BypassData LeakageFrameworkAPI
mlflow/mlflowCWE-2846952 ATLAS
HIGHEXPLOIT AVAIL

Gradio: path traversal in FileExplorer leaks files

CVE-2026-49119
7.5
EPSS 0.7%
Data LeakagePrivacy ViolationFramework
gradioPatch: 6.16.0CWE-227353 ATLAS
HIGHEXPLOIT AVAIL

auth-fetch-mcp: SSRF bypass via IPv6 loopback

CVE-2026-49857
7.4
EPSS 0.5%
Auth BypassData LeakageAgentPlugin
auth-fetch-mcpPatch: 3.0.2CWE-9184 ATLAS
HIGHEXPLOIT AVAIL

Ray: RCE via pickle/torch deserialization in WebDataset

CVE-2026-57516
8.8
EPSS 0.9%
Supply ChainCode ExecutionTraining DataFramework
rayPatch: 2.56.0CWE-5026424 ATLAS
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
UNKNOWNEXPLOIT AVAIL

ClearML: path traversal in zip extraction enables RCE

CVE-2026-8387
--
EPSS 0.4%
Code ExecutionSupply ChainFrameworkTraining DataModel
allegroai/clearml235 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
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
CRITICALEXPLOIT AVAILSCANNER

Langflow: authenticated RCE enables credential theft

CVE-2026-7873
9.9
EPSS 6.2%
Code ExecutionData LeakagePrivacy ViolationFrameworkAgent
langflowPatch: 1.10.1.rc0CWE-944 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: auth bypass in MCP transport exposes projects

CVE-2026-7663
9.8
EPSS 0.5%
Auth BypassData LeakageCode ExecutionFrameworkAgentPlugin
langflowCWE-2854 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: missing auth on build API leaks data, enables DoS

CVE-2026-10560
9.1
EPSS 0.5%
Auth BypassDoSData LeakageFrameworkAgent
langflowCWE-2873 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: unauthenticated RCE via tool_code injection

CVE-2026-10134
10.0
EPSS 2.3%
Code ExecutionData LeakageAuth BypassFrameworkAgentPlugin
langflowCWE-945 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?

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