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 544 results — Medium severity, has patch
MEDIUM

picklescan: detection bypass allows RCE via ML model files

GHSA-6w4w-5w54-rjvr
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.2936 ATLAS
MEDIUM

picklescan: RCE bypass via idlelib SetText evasion

GHSA-3vg9-h568-4w9m
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.2936 ATLAS
MEDIUM

picklescan: scanner bypass enables RCE in ML models

GHSA-f54q-57x4-jg88
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.2937 ATLAS
MEDIUM

picklescan: scanner bypass enables RCE via ML models

GHSA-6vqj-c2q5-j97w
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.2935 ATLAS
MEDIUM

picklescan: scan bypass allows RCE in ML pipelines

GHSA-x696-vm39-cp64
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.2935 ATLAS
MEDIUM

picklescan: scanner bypass enables RCE in ML pipelines

GHSA-g344-hcph-8vgg
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.2935 ATLAS
MEDIUM

picklescan: bypass enables undetected RCE in ML models

GHSA-5qwp-399c-mjwf
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.2936 ATLAS
MEDIUM

picklescan: PyTorch gadget bypasses scanner, enables RCE

GHSA-vv6j-3g6g-2pvj
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.28CWE-34536 ATLAS
MEDIUM

picklescan: PyTorch gadget bypasses pickle RCE detection

GHSA-vr7h-p6mm-wpmh
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.28CWE-34535 ATLAS
MEDIUM

picklescan: detection bypass via PyTorch proxy RCE

GHSA-h3qp-7fh3-f8h4
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.2837 ATLAS
MEDIUM

picklescan: RCE bypass via torch.utils.collect_env

GHSA-f745-w6jp-hpxx
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.28CWE-34535 ATLAS
MEDIUM

picklescan: scanner bypass enables RCE via PyTorch function

GHSA-f4x7-rfwp-v3xw
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.28CWE-34535 ATLAS
MEDIUM

picklescan: detection bypass enables PyTorch model RCE

GHSA-86cj-95qr-2p4f
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.28CWE-34536 ATLAS
MEDIUM

picklescan: PyTorch bypass allows undetected RCE

GHSA-4r9r-ch6f-vxmx
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.28CWE-34535 ATLAS
MEDIUMEXPLOIT AVAIL

llama-index: DocugamiReader MD5 hash collision drops chunks

CVE-2025-6211
6.5
EPSS 0.4%
Supply ChainData LeakageFrameworkRAG
llama-index-readers-docugamiPatch: 0.3.1CWE-4402514 ATLAS
MEDIUMEXPLOIT AVAIL

llama-index: JSONReader DoS via recursive JSON parsing

CVE-2025-5472
6.5
EPSS 0.4%
DoSFramework
llama-index-corePatch: 0.12.38CWE-6741.3K3 ATLAS
MEDIUMEXPLOIT AVAIL

llama-index Obsidian reader: hardlink path traversal leaks files

CVE-2025-6210
6.2
EPSS 0.3%
Data ExtractionSupply ChainFrameworkRAG
llama-index-readers-obsidianPatch: 0.5.2CWE-222513 ATLAS
MEDIUMEXPLOIT AVAIL

llama-index ArxivReader: MD5 collision corrupts training data

CVE-2025-3044
5.3
EPSS 0.3%
Supply ChainModel PoisoningData LeakageFrameworkTraining DataRAG
llama-index-readers-papersPatch: 0.3.1CWE-4402515 ATLAS
MEDIUMEXPLOIT AVAIL

llama-index: RCE via unsafe pickle deserialization

CVE-2025-3108
5.0
EPSS 0.5%
Code ExecutionSupply ChainFrameworkRAGAgent
llama-index-corePatch: 0.12.41CWE-11121.3K4 ATLAS
MEDIUM

MLflow: unauthenticated SSRF in gateway proxy

CVE-2025-52967
5.8
EPSS 0.4%
Auth BypassData ExtractionFrameworkAPI
mlflowPatch: 3.1.0CWE-9186954 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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