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 1431 results — has patch
CRITICAL

LiteLLM: forged admin token enables RCE via MCP stdio

CVE-2026-114612
9.9
EPSS 0.3%
Auth BypassCode ExecutionAPIFrameworkPlugin
litellmPatch: 1.100.4CWE-26965 ATLAS
MEDIUM

virtualenv: symlink following allows file overwrite

CVE-2026-113721
4.5
EPSS 0.1%
Supply ChainCode ExecutionFramework
virtualenvPatch: 21.14.9CWE-596.3K2 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
MEDIUM

virtualenv: symlink following allows writes outside venv

CVE-2026-113716
4.5
EPSS 0.1%
Supply ChainCode ExecutionFramework
virtualenvPatch: 21.14.9CWE-596.3K2 ATLAS
MEDIUM

virtualenv: symlink-following chmod alters file permissions

CVE-2026-113724
4.5
EPSS 0.2%
Data LeakagePrivacy ViolationFramework
virtualenvPatch: 21.14.9CWE-596.3K2 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
MEDIUM

Pydantic AI Harness: tool-call limit bypass in CodeMode

CVE-2026-114386
4.8
EPSS 0.3%
DoSPrompt InjectionFrameworkAgentPlugin
pydantic-ai-harnessPatch: 0.59.0CWE-7705124 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
MEDIUMEXPLOIT AVAIL

Pillow: TIFF tile heap over-read enables DoS and memory leak

CVE-2026-112395
6.5
EPSS 0.5%
DoSData LeakageFrameworkInference
pillowPatch: 13.0.0CWE-1226.3K3 ATLAS
CRITICALEXPLOIT AVAIL

Pillow: heap overflow via lossless JPEG in thumbnail()

CVE-2026-112403
--
EPSS 0.9%
DoSCode ExecutionSupply ChainFrameworkInferenceTraining Data
PillowPatch: 13.0.0CWE-1226.3K3 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
MEDIUM

Mercury: stored XSS via unsanitized Markdown HTML

CVE-2026-111059
6.1
EPSS 0.3%
Code ExecutionData LeakageFramework
mercuryPatch: 3.2.11CWE-793.0K2 ATLAS
CRITICAL

Mercury: missing auth allows anonymous kernel RCE

CVE-2026-111058
9.8
EPSS 0.5%
Auth BypassCode ExecutionFramework
mercuryPatch: 3.2.6CWE-8623.0K4 ATLAS
CRITICALEXPLOIT AVAIL

Mercury: regex blocklist bypass allows unauthenticated RCE

CVE-2026-111057
10.0
EPSS 0.7%
Auth BypassCode ExecutionFrameworkPlugin
mercuryPatch: 3.2.4CWE-1853.0K4 ATLAS
LOW

ckan-mcp-server: missing postMessage origin checks in UI

CVE-2026-76894
3.1
EPSS 0.2%
Social EngineeringData LeakagePluginAgent
@aborruso/ckan-mcp-serverPatch: 0.4.112CWE-3455143 ATLAS
CRITICAL

Podman: checkpoint images override sandbox on run

CVE-2026-94603
10.0
EPSS 0.5%
Supply ChainCode ExecutionFrameworkInference
github.com/containers/podmanPatch: 5.8.8CWE-6936.3K4 ATLAS
HIGHEXPLOIT AVAIL

Nginx UI: missing 2FA step-up on admin mutation routes

CVE-2026-84315
8.3
EPSS 0.3%
Auth BypassAPIFramework
github.com/0xJacky/Nginx-UIPatch: 1.9.10-0.20260703131214-23d1934099b0CWE-8621.8K2 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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