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 1527 results — Medium severity
MEDIUM

ONNX: null deref/oversized alloc in Scan inference DoS

CVE-2026-115921
6.2
EPSS 0.1%
DoSSupply ChainFrameworkModel
onnxPatch: 1.22.0CWE-1951.1K3 ATLAS
MEDIUM

ONNX: ConvTranspose shape inference crash causes DoS

CVE-2026-115920
6.2
EPSS 0.2%
DoSSupply ChainFrameworkModel
onnxPatch: 1.22.0CWE-1251.1K3 ATLAS
MEDIUM

ONNX: OOB read in RNN shape inference crashes app

CVE-2026-115919
6.2
EPSS 0.2%
DoSSupply ChainFrameworkModel
onnxPatch: 1.22.0CWE-1251.1K2 ATLAS
MEDIUM

vLLM: chat template bypass enables DoS via /v1/responses

CVE-2026-115918
6.5
EPSS 0.4%
DoSInferenceAPI
vllmPatch: 0.32.0CWE-400943 ATLAS
MEDIUM

vLLM: off-by-one token ID check crashes engine (DoS)

CVE-2026-115916
6.5
EPSS 0.3%
DoSInferenceFramework
vllmPatch: 0.32.0CWE-129942 ATLAS
MEDIUM

vLLM: Phi-4 audio attention causes GPU OOM DoS

CVE-2026-115913
6.5
EPSS 0.3%
DoSInferenceModel
vllmPatch: 0.32.0CWE-770943 ATLAS
MEDIUM

vLLM: chat template DoS via unbounded Jinja rendering

CVE-2026-115911
6.5
EPSS 0.3%
DoSSupply ChainInferenceAPIFramework
vllmPatch: 0.32.0CWE-400944 ATLAS
MEDIUM

vLLM: zero-sum OCR image crashes engine (DoS)

CVE-2026-115914
6.5
EPSS 0.4%
DoSInferenceAPI
vllmPatch: 0.32.0CWE-617943 ATLAS
MEDIUM

Camel OAuth: shared token cache leaks cross-profile tokens

CVE-2026-94386
4.8
EPSS 0.3%
Data LeakageAuth BypassFrameworkAPIAgent
2 ATLAS
MEDIUM

Apache Camel CoAP: error responses leak internal details

CVE-2026-101259
5.3
EPSS 0.3%
Data LeakageData ExtractionFrameworkAPI
2 ATLAS
MEDIUM

vLLM: invalid stop_token_ids crash engine, GPU OOB write

CVE-2026-116181
6.5
EPSS 0.4%
DoSInferenceAPI
vllmCWE-129943 ATLAS
MEDIUM

vLLM: audio decompression bomb exhausts server memory

CVE-2026-116175
6.5
EPSS 0.3%
DoSInferenceAPI
vllmCWE-409943 ATLAS
MEDIUM

filelock: rename-to-rmtree deletes other users' dirs

CVE-2026-112937
6.1
EPSS 0.2%
DoSSupply ChainFramework
filelockPatch: 4.2.1CWE-3676.3K1 ATLAS
MEDIUMEXPLOIT AVAIL

virtualenv: stale temp-cache symlink enables local code exec

CVE-2026-113713
--
EPSS 0.2%
Code ExecutionSupply ChainFramework
virtualenvPatch: 21.14.10CWE-3776.3K2 ATLAS
MEDIUM

virtualenv: cached file modes expose seeded envs to tampering

CVE-2026-113720
--
EPSS 0.1%
Code ExecutionSupply ChainFramework
virtualenvPatch: 21.14.9CWE-7326.3K1 ATLAS
MEDIUMEXPLOIT AVAIL

virtualenv: path traversal in seed cleanup deletes files

CVE-2026-113719
4.5
EPSS 0.2%
Supply ChainFramework
virtualenvPatch: 21.14.9CWE-226.3K2 ATLAS
MEDIUM

LangGraph CLI: deploy --verbose leaks registry token in logs

CVE-2026-115885
5.4
EPSS 0.1%
Data LeakageSupply ChainFrameworkAgent
langgraphCWE-5324.1K3 ATLAS
MEDIUMEXPLOIT AVAILSCANNER

MLflow: unsafe scorer deserialization enables SSRF

CVE-2026-115886
6.5
EPSS 0.7%
Auth BypassData LeakageFrameworkAPIInference
mlflowPatch: 3.17.0CWE-4706953 ATLAS
MEDIUM

LangGraph stores: namespace label injection crosses tenants

CVE-2026-115883
--
EPSS 0.3%
Auth BypassData LeakageFrameworkAgent
langgraphCWE-204.1K3 ATLAS
MEDIUMEXPLOIT AVAIL

filelock: soft-lock inode-reuse race allows double lock

CVE-2026-112906
4.7
EPSS 0.2%
Supply ChainFramework
filelockPatch: 4.2.1CWE-6946.3K2 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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