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
4,307

AI/ML CVEs Tracked

533

Critical

96

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 943 results — High severity, Active exploitation
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
HIGHEXPLOIT AVAIL

langroid: SQL blocklist bypass leaks Postgres files

CVE-2026-50180
--
EPSS 0.7%
Prompt InjectionData ExtractionAuth BypassAgentFramework
langroidPatch: 0.64.0CWE-2244 ATLAS
HIGHEXPLOIT AVAIL

Langroid: path traversal escapes sandboxed file tools

CVE-2026-50181
7.1
EPSS 0.2%
Auth BypassData LeakageAgentFramework
langroidPatch: 0.64.0CWE-2244 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
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

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?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

Start 14-Day Free Trial