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 1908 results — High severity
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
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
HIGHEXPLOIT AVAIL

virtualenv: GBK quote bypass in xonsh activation enables RCE

CVE-2026-113718
--
EPSS 0.2%
Code ExecutionSupply ChainFramework
virtualenvPatch: 21.14.9CWE-946.3K3 ATLAS
HIGHEXPLOIT AVAIL

virtualenv: prompt injection enables shell command execution

CVE-2026-113723
--
EPSS 0.2%
Code ExecutionSupply ChainFramework
virtualenvPatch: 21.14.9CWE-786.3K3 ATLAS
HIGHEXPLOIT AVAIL

filelock: SQLite symlink redirect enables file overwrite

CVE-2026-112940
7.1
EPSS 0.2%
Supply ChainDoSFrameworkTraining Data
filelockPatch: 4.2.1CWE-596.3K2 ATLAS
HIGH

Strands Agents SDK: A2A session leak across callers

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

virtualenv: bash prompt injection allows command execution

CVE-2026-115586
--
EPSS 0.3%
Code ExecutionSupply ChainFramework
virtualenvPatch: 21.14.13CWE-781.9K3 ATLAS
HIGHEXPLOIT AVAIL

SiYuan: WebSocket auth bypass leaks live event stream

CVE-2026-73054
7.5
EPSS 0.4%
Auth BypassData LeakageFrameworkAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260731131820-67bc300b6ea6CWE-2873.0K3 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
HIGHEXPLOIT AVAIL

obsidian-tc: HITL approval bypass runs destructive tools

CVE-2026-115477
--
EPSS 0.4%
Auth BypassAgentPlugin
obsidian-tcPatch: 1.31.4CWE-28523 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: unauthenticated A2U event streaming exposed

CVE-2026-57146
7.5
EPSS 0.5%
Auth BypassData LeakageData ExtractionAgentFrameworkAPI
praisonaiCWE-20013 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: sandbox fails open, bypassing FS/network limits

CVE-2026-57144
8.8
EPSS 0.2%
Code ExecutionData LeakageAgentFramework
praisonaiCWE-26614 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: recipe policy bypass self-approves shell tool

CVE-2026-57142
7.8
EPSS 0.2%
Code ExecutionAuth BypassSupply ChainAgentFrameworkPlugin
praisonaiCWE-7814 ATLAS
HIGH

PraisonAI: missing ownership check lets members delete data

CVE-2026-57121
8.1
EPSS 0.3%
Auth BypassFrameworkAgent
praisonaiCWE-28513 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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