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 2876 results — no patch
LOW

boneIO Black: no brute-force limits on web/SSH login

CVE-2026-77057
--
EPSS 0.3%
Auth BypassFramework
CWE-3072 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
HIGH

vLLM: uninitialized tensor lets tenant crash engine

CVE-2026-116180
7.7
EPSS 0.3%
DoSInferenceFramework
vllmCWE-908943 ATLAS
HIGH

vLLM: num_frames override enables memory-exhaustion DoS

CVE-2026-116179
7.5
EPSS 0.3%
DoSInferenceAPI
vllmCWE-770944 ATLAS
HIGH

vLLM: multimodal metadata DoS crashes inference engine

CVE-2026-116178
7.5
EPSS 0.3%
DoSInferenceAPI
vllmCWE-20943 ATLAS
HIGH

vLLM: decompression bomb in Nemotron-VL causes DoS

CVE-2026-116177
7.5
EPSS 0.3%
DoSInferenceAPIModel
vllmCWE-400944 ATLAS
HIGH

vLLM: SSRF via X-Request-Id leaks NCCL KV-cache data

CVE-2026-116176
8.2
EPSS 0.3%
Data LeakageDoSData ExtractionInferenceAPIFramework
vllmCWE-918945 ATLAS
MEDIUM

vLLM: audio decompression bomb exhausts server memory

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

vLLM: gRPC invalid token IDs crash EngineCore (DoS)

CVE-2026-116174
7.5
EPSS 0.3%
DoSInferenceAPI
vllmCWE-20943 ATLAS
HIGH

vLLM: gRPC logprob limit bypass crashes EngineCore

CVE-2026-116173
7.5
EPSS 0.3%
DoSInferenceAPI
vllmCWE-20943 ATLAS
HIGH

vLLM: gRPC top_n validation flaw crashes EngineCore

CVE-2026-116172
7.5
EPSS 0.3%
DoSInferenceAPI
vllmCWE-20943 ATLAS
LOW

Onyx: stored XSS in craft PreviewTab output panel

CVE-2026-116004
3.5
EPSS 0.2%
Code ExecutionData LeakageFrameworkAPI
2 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
MEDIUM

LangGraph stores: namespace label injection crosses tenants

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

Strands Agents SDK: A2A session leak across callers

CVE-2026-115419
8.1
EPSS 0.4%
Data LeakageAuth BypassAgentFramework
CWE-4884 ATLAS
MEDIUM

Zephyr RTOS: predictable DHCPv4 xid enables gateway/DNS hijack

CVE-2026-79980
5.6
EPSS 0.2%
Social EngineeringDoSData LeakageFrameworkInference
2 ATLAS
HIGHEXPLOIT AVAIL

HF Datasets: pickle deserialization RCE via pandas builder

CVE-2026-57845
8.8
EPSS 0.5%
Code ExecutionSupply ChainFrameworkTraining Data
datasetsCWE-5022.8K4 ATLAS
MEDIUM

Goobi viewer: Solr injection exposes restricted records

CVE-2026-55465
5.3
EPSS 0.3%
Data LeakageAuth BypassFrameworkAPI
CWE-892 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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