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

95

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 1431 results — has patch
HIGH

Flowise: unauthenticated RCE via FILE-STORAGE bypass

GHSA-cvrr-qhgw-2mm6
7.7
Code ExecutionAuth BypassData ExtractionAgentFrameworkPlugin
flowise-componentsPatch: 3.1.0CWE-206 ATLAS
HIGH

Flowise: unauth API exposes plaintext API keys and tokens

GHSA-4jpm-cgx2-8h37
--
Auth BypassData ExtractionData LeakageAgentFrameworkAPI
flowisePatch: 3.1.0CWE-2005 ATLAS
HIGH

Flowise: Mass Assignment allows cross-tenant org takeover

GHSA-48m6-ch88-55mj
8.1
Auth BypassData ExtractionPrivacy ViolationAgentFrameworkAPI
flowisePatch: 3.1.0CWE-205 ATLAS
CRITICAL

Flowise CSVAgent: RCE via Python code injection

GHSA-9wc7-mj3f-74xv
--
Code ExecutionAuth BypassAgentFramework
flowise-componentsPatch: 3.1.0CWE-945 ATLAS
HIGH

Flowise: prompt injection RCE via AirtableAgent

GHSA-f228-chmx-v6j6
8.3
Prompt InjectionCode ExecutionData ExtractionAgentFrameworkPlugin
flowise-componentsPatch: 3.1.0CWE-946 ATLAS
MEDIUM

Flowise: SSRF bypass enables cloud metadata access

GHSA-9hrv-gvrv-6gf2
--
Data ExtractionAuth BypassPrivacy ViolationAgentFramework
flowise-componentsPatch: 3.1.0CWE-9184 ATLAS
MEDIUM

Flowise: SSRF bypass enables cloud credential theft

GHSA-qqvm-66q4-vf5c
--
Data ExtractionAuth BypassAgentFrameworkPlugin
flowise-componentsPatch: 3.1.0CWE-9185 ATLAS
MEDIUM

Flowise: path traversal allows arbitrary file write via vector store

GHSA-w6v6-49gh-mc9w
--
Code ExecutionAuth BypassFrameworkAgentRAG
flowise-componentsPatch: 3.1.0CWE-224 ATLAS
MEDIUM

Flowise: hardcoded default key enables JWT token forgery

GHSA-m7mq-85xj-9x33
5.6
Auth BypassData ExtractionAgentAPI
flowisePatch: 3.1.0CWE-7984 ATLAS
MEDIUM

Flowise: hardcoded session secret enables auth bypass

GHSA-2qqc-p94c-hxwh
5.6
Auth BypassData ExtractionAgentFramework
flowisePatch: 3.1.0CWE-7985 ATLAS
MEDIUM

Flowise: hardcoded JWT defaults enable full auth bypass

GHSA-cc4f-hjpj-g9p8
5.6
Auth BypassData ExtractionAgentFramework
flowisePatch: 3.1.0CWE-3275 ATLAS
MEDIUM

Flowise: unauthenticated SSO config exposes OAuth secrets

GHSA-6pcv-j4jx-m4vx
5.3
Auth BypassData ExtractionAgentAPI
flowisePatch: 3.1.0CWE-3065 ATLAS
LOW

openclaw: TOCTOU race bypasses exec script preflight

GHSA-gj9q-8w99-mp8j
--
Auth BypassData ExtractionAgentPlugin
openclawPatch: 2026.4.10CWE-36734 ATLAS1 incident
CRITICALEXPLOIT AVAIL

Flowise: RCE via MCP stdio command injection

CVE-2026-40933
9.9
EPSS 12.0%
Code ExecutionSupply ChainAuth BypassAgentPluginFramework
flowise-componentsPatch: 3.1.0CWE-787 ATLAS
HIGHEXPLOIT AVAIL

Keras: safe_mode bypass allows RCE via model deserialization

CVE-2026-1462
8.8
EPSS 0.4%
Supply ChainCode ExecutionFrameworkModel
kerasPatch: 3.13.2CWE-5024.1K4 ATLAS
HIGH

n8n-mcp: unauthenticated HTTP endpoints enable DoS + recon

GHSA-75hx-xj24-mqrw
8.2
Auth BypassDoSData LeakageAgentPlugin
n8n-mcpPatch: 2.47.6CWE-306165 ATLAS
MEDIUMEXPLOIT AVAIL

langsmith: prototype pollution enables auth bypass, RCE

CVE-2026-40190
5.6
EPSS 0.3%
Supply ChainAuth BypassCode ExecutionFrameworkAgentPlugin
langsmithPatch: 0.5.18CWE-13213.2K4 ATLAS
MEDIUMEXPLOIT AVAIL

rembg: path traversal exposes arbitrary files via HTTP API

CVE-2026-40086
5.3
EPSS 0.6%
Data ExtractionPrivacy ViolationInferenceAPI
rembgPatch: 2.0.75CWE-221.1K4 ATLAS
CRITICAL

PraisonAI: auth bypass enables browser session hijack

GHSA-8x8f-54wf-vv92
9.1
Auth BypassData ExtractionCode ExecutionAgentPlugin
PraisonAIPatch: 4.5.139CWE-30615 ATLAS
CRITICAL

PraisonAI: RCE via malicious workflow YAML execution

GHSA-vc46-vw85-3wvm
9.8
Code ExecutionSupply ChainAgentFramework
PraisonAIPatch: 4.5.139CWE-7816 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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