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 616 results — High severity, has patch
HIGH

Stanza: unsafe pickle in lemma model load enables RCE

CVE-2026-115878
7.8
EPSS 0.6%
Code ExecutionSupply ChainFrameworkModel
stanzaPatch: 1.15.0CWE-9426.1K5 ATLAS
HIGH

node-forge: PKCS#12 MAC bypass via zero iteration count

CVE-2026-118782
7.5
EPSS 0.1%
Auth BypassSupply ChainFrameworkAPI
node-forgePatch: 1.4.1CWE-3546.3K2 ATLAS
HIGHSCANNER

MLflow: path traversal exposes server files via prompts

CVE-2026-116690
7.5
EPSS 1.8%
Data ExtractionData LeakageFrameworkAPI
mlflowPatch: 3.17.0CWE-226954 ATLAS
HIGH

LiteLLM: file read via vertex_ai_credentials alias

GHSA-g5ff-637f-6q2m
8.1
Data ExtractionData LeakageAuth BypassAPIInferenceFramework
litellmPatch: 1.95.0CWE-2065 ATLAS
HIGHEXPLOIT AVAIL

Rembg: unauthenticated path traversal leaks files

CVE-2026-115924
8.6
EPSS 0.4%
Data ExtractionSupply ChainData LeakageFrameworkAPIInference
rembgPatch: 2.0.82CWE-221.1K5 ATLAS
HIGH

vLLM: pickle deserialization RCE via multimodal cache

CVE-2026-115912
7.5
EPSS 0.5%
Code ExecutionSupply ChainInferenceFramework
vllmPatch: 0.32.0CWE-502944 ATLAS
HIGH

vLLM: image decoder abuse enables RCE/DoS

CVE-2026-115915
8.1
EPSS 0.7%
Code ExecutionDoSSupply ChainInferenceFrameworkAPI
vllmPatch: 0.32.0CWE-20945 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

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

obsidian-tc: HITL approval bypass runs destructive tools

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

Flexible GraphRAG: Cypher injection via FalkorDB adapter

CVE-2026-114510
7.1
EPSS 0.4%
Prompt InjectionData ExtractionData LeakageFrameworkRAG
flexible-graphragPatch: 0.8.2CWE-1164 ATLAS
HIGHEXPLOIT AVAIL

virtualenv: shell injection in launcher path runs code

CVE-2026-113722
7.8
EPSS 0.3%
Code ExecutionSupply ChainFramework
virtualenvPatch: 21.14.9CWE-786.3K3 ATLAS
HIGH

virtualenv: PS1 escaping flaw allows shell command execution

CVE-2026-113725
7.8
EPSS 0.3%
Code ExecutionSupply ChainFramework
virtualenvPatch: 21.14.7CWE-786.3K3 ATLAS
HIGH

vLLM: unvalidated mm_processor_kwargs enables remote DoS

CVE-2026-114055
7.5
EPSS 0.4%
DoSInferenceAPI
vllmPatch: 0.31.0CWE-400943 ATLAS
HIGH

vLLM: RCE via code_revision in /tokenize endpoint

CVE-2026-114053
8.1
EPSS 0.5%
Code ExecutionSupply ChainInferenceAPIModel
vllmPatch: 0.31.0CWE-94943 ATLAS
HIGH

vLLM: forged multimodal UUID crashes inference engine

CVE-2026-114050
7.5
EPSS 0.2%
DoSInferenceFrameworkAPI
vllmPatch: 0.31.0CWE-345943 ATLAS
HIGHEXPLOIT AVAIL

MLflow: path traversal allows arbitrary file write

CVE-2026-53995
8.2
EPSS 0.6%
Auth BypassSupply ChainFrameworkAPI
mlflowPatch: 3.17.2CWE-226952 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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