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 1346 results — Active exploitation, no patch
MEDIUMEXPLOIT AVAIL

OpenClaw: file:// bypass enables local file exfiltration

CVE-2026-32008
6.5
EPSS 0.4%
Data ExtractionPrivacy ViolationAgentPlugin
OpenClaw34 ATLAS1 incident
HIGHEXPLOIT AVAIL

libarchive: RAR heap OOB read leaks memory in vLLM stacks

CVE-2026-4424
7.5
EPSS 1.3%
Data ExtractionSupply ChainInference
rhaiis/vllm-cuda-rhel9943 ATLAS
HIGHEXPLOIT AVAIL

nltk: Path Traversal enables file access

CVE-2026-33236
8.1
EPSS 0.6%
Supply ChainCode ExecutionFramework
CWE-223 ATLAS
HIGHEXPLOIT AVAIL

OpenClaw: cmd injection via scheduled task generation

CVE-2026-31994
7.1
EPSS 0.6%
Code ExecutionAuth BypassAgent
OpenClaw33 ATLAS1 incident
HIGHEXPLOIT AVAIL

deepdiff: DoS causes service disruption

CVE-2026-33155
--
EPSS 0.5%
DoSSupply ChainFramework
CWE-4004 ATLAS
CRITICALEXPLOIT AVAIL

onnx: Integrity Verification bypass enables tampering

CVE-2026-28500
9.1
EPSS 0.3%
Supply ChainModel PoisoningCode ExecutionFrameworkRAGAPI
onnxCWE-3451.1K10 ATLAS
HIGHEXPLOIT AVAIL

OpenClaw: allowlist bypass enables arbitrary OS command exec

CVE-2026-22179
7.2
EPSS 0.7%
Auth BypassCode ExecutionAgentPlugin
OpenClaw35 ATLAS1 incident
HIGHEXPLOIT AVAIL

libarchive: infinite loop DoS in RAR5 decompression

CVE-2026-4111
7.5
EPSS 0.7%
DoSSupply ChainInferenceFramework
rhaiis/vllm-cuda-rhel9944 ATLAS
CRITICALEXPLOIT AVAIL

OpenClaw: RCE via request-side prompt injection

CVE-2026-30741
9.8
EPSS 0.9%
Prompt InjectionCode ExecutionAgentFramework
openclaw35 ATLAS1 incident
CRITICALEXPLOIT AVAIL

vllm: SSRF allows internal network access

CVE-2026-25960
9.8
EPSS 0.6%
Data ExtractionData LeakageCode ExecutionInferenceRAGAgent
vllmCWE-918947 ATLAS
CRITICALEXPLOIT AVAILSCANNER

Flowise: auth bypass exposes NVIDIA NIM container endpoints

CVE-2026-30824
9.8
EPSS 37.3%
Auth BypassCode ExecutionAgentInferenceFramework
flowiseCWE-3065 ATLAS
UNKNOWNEXPLOIT AVAIL

Flowise: IDOR enables account takeover and SSO bypass

CVE-2026-30823
--
EPSS 0.5%
Auth BypassData ExtractionAgentFramework
flowiseCWE-6395 ATLAS
UNKNOWNEXPLOIT AVAIL

Flowise: mass assignment allows unauthenticated DB injection

CVE-2026-30822
--
EPSS 15.0%
Auth BypassData ExtractionCode ExecutionAgentFramework
flowiseCWE-9153 ATLAS
CRITICALEXPLOIT AVAIL

flowise: Arbitrary File Upload enables RCE

CVE-2026-30821
9.8
EPSS 16.7%
Code ExecutionFrameworkRAGPlugin
flowiseCWE-4348 ATLAS2 incidents
HIGHEXPLOIT AVAIL

Flowise: header spoof auth bypass exposes admin API & creds

CVE-2026-30820
8.8
EPSS 0.5%
Auth BypassData ExtractionCode ExecutionAgentFrameworkAPI
flowiseCWE-8635 ATLAS
HIGHEXPLOIT AVAIL

NLTK: path traversal exposes sensitive server files

CVE-2026-0847
8.6
EPSS 1.0%
Data ExtractionCode ExecutionSupply ChainFramework
CWE-225 ATLAS
HIGHEXPLOIT AVAIL

bentoml: security flaw enables exploitation

CVE-2026-27905
7.8
EPSS 0.3%
Code ExecutionFrameworkAgentModel
bentomlCWE-59236 ATLAS
HIGHEXPLOIT AVAIL

gradio: SSRF allows internal network access

CVE-2026-28416
8.6
EPSS 7.3%
Data ExtractionCode ExecutionFrameworkModelTraining Data
gradioCWE-9187359 ATLAS
HIGHEXPLOIT AVAILSCANNER

gradio: security flaw enables exploitation

CVE-2026-28414
7.5
EPSS 3.1%
Code ExecutionData ExtractionFrameworkAPIModel
gradioCWE-367359 ATLAS
MEDIUMEXPLOIT AVAIL

gradio: Weak Credentials allow account compromise

CVE-2026-27167
5.9
EPSS 0.5%
Supply ChainModel PoisoningCode ExecutionFrameworkAgentAPI
gradioCWE-5227358 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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