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
4,331

AI/ML CVEs Tracked

535

Critical

108

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 4331 results
HIGH

OpenClaw: path traversal enables arbitrary package-manager exec

CVE-2026-53846
7.1
EPSS 0.1%
Supply ChainCode ExecutionAgentFramework
openclawCWE-42634 ATLAS
MEDIUM

OpenClaw: hook bypass enables audit/policy evasion

CVE-2026-53845
4.3
EPSS 0.2%
Auth BypassData ExtractionAgentFramework
openclawCWE-69333 ATLAS
MEDIUM

OpenClaw: auth bypass exposes cross-session agent memory

CVE-2026-53844
6.5
EPSS 0.2%
Auth BypassData ExtractionPrivacy ViolationAgentFramework
openclawCWE-86234 ATLAS
HIGH

OpenClaw: revocation bypass grants node token access

CVE-2026-53843
8.8
EPSS 0.3%
Auth BypassAgent
openclawCWE-28434 ATLAS
HIGH

OpenClaw: env var injection enables arbitrary code exec

CVE-2026-53842
7.1
EPSS 0.1%
Code ExecutionSupply ChainAgent
openclawCWE-42635 ATLAS
MEDIUM

OpenClaw: XSS via unsafe links in exported session HTML

CVE-2026-53841
6.1
EPSS 0.2%
Code ExecutionSocial EngineeringData LeakageAgent
openclawCWE-8334 ATLAS
HIGH

OpenClaw: credential exfiltration via MCP header forwarding

CVE-2026-53840
7.1
EPSS 0.2%
Data LeakageData ExtractionAuth BypassAgentAPIPlugin
openclawCWE-20035 ATLAS
MEDIUM

LangGraph SQLite: deserialization RCE at checkpoint load

CVE-2026-48775
6.8
EPSS 0.2%
Code ExecutionSupply ChainFrameworkAgent
langgraphCWE-5024.1K4 ATLAS
HIGHEXPLOIT AVAIL

stable-diffusion.cpp: heap overflow in .ckpt model parser

CVE-2026-47749
7.8
EPSS 0.2%
Supply ChainCode ExecutionModelInference
CWE-1224 ATLAS
MEDIUMEXPLOIT AVAIL

stable-diffusion.cpp: OOB read crash via crafted .ckpt file

CVE-2026-47748
5.5
EPSS 0.2%
Supply ChainDoSModelInference
CWE-1253 ATLAS
UNKNOWN

n8n: prototype pollution leaks cross-user workflow data

CVE-2026-54311
--
EPSS 0.4%
Data ExtractionPrivacy ViolationAgentFramework
n8nPatch: 2.26.2CWE-488165 ATLAS
MEDIUM

n8n: webhook prototype pollution enables confused deputy

CVE-2026-54306
--
EPSS 0.3%
Auth BypassData LeakageCode ExecutionAgentFrameworkPlugin
n8nPatch: 2.26.2CWE-1321165 ATLAS
HIGH

n8n: XSS via CSP bypass steals user sessions

CVE-2026-54301
--
EPSS 0.2%
Auth BypassCode ExecutionData ExtractionAgentPluginFramework
n8nPatch: 1.123.55CWE-79166 ATLAS
MEDIUM

n8n: unauthed webhook bypass hijacks AI agent workflows

CVE-2026-54308
--
EPSS 0.3%
Auth BypassCode ExecutionData ExtractionAgentFrameworkPlugin
n8nPatch: 2.26.2CWE-290165 ATLAS
HIGH

n8n: auth bypass lets read-only users execute workflows

GHSA-hv7x-3x78-gx53
7.4
Auth BypassCode ExecutionAgentFramework
n8nPatch: 1.123.55CWE-284164 ATLAS
UNKNOWN

n8n: MongoDB query injection overwrites arbitrary documents

CVE-2026-54313
--
EPSS 0.3%
Auth BypassModel PoisoningData LeakageAgentPluginRAG
n8nPatch: 2.24.0CWE-89165 ATLAS
HIGHEXPLOIT AVAIL

stable-diffusion.cpp: .ckpt heap overflow enables RCE

CVE-2026-47747
7.8
EPSS 0.2%
Supply ChainCode ExecutionModelInference
4 ATLAS
HIGHEXPLOIT AVAIL

stable-diffusion.cpp: heap overflow via crafted .ckpt model

CVE-2026-47750
7.8
EPSS 0.2%
Supply ChainCode ExecutionModelInference
5 ATLAS
UNKNOWN

n8n: SQL injection in Postgres nodes, CVSS 9.9

CVE-2026-54310
--
EPSS 0.5%
Code ExecutionData ExtractionData LeakageAgentPlugin
n8nPatch: 2.26.2CWE-89165 ATLAS
UNKNOWN

n8n: Git node path traversal bypasses file sandbox

CVE-2026-49465
--
EPSS 0.5%
Data ExtractionAuth BypassAgentPlugin
n8nPatch: 1.123.48CWE-22165 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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