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 1961 results — Active exploitation
HIGHEXPLOIT AVAIL

ollama: Input Validation flaw enables exploitation

CVE-2025-66960
7.5
EPSS 0.4%
DoSInferenceFrameworkModel
ollama1.9K5 ATLAS
HIGHEXPLOIT AVAIL

ollama: Input Validation flaw enables exploitation

CVE-2025-66959
7.5
EPSS 5.3%
DoSInferenceFramework
ollama1.9K3 ATLAS
HIGHEXPLOIT AVAIL

chainlit: SSRF allows internal network access

CVE-2026-22219
7.7
EPSS 5.2%
Data ExtractionPrivacy ViolationFrameworkAPI
chainlitPatch: 2.9.4CWE-918415 ATLAS
HIGHEXPLOIT AVAIL

Chainlit: arbitrary file read via project/element

CVE-2026-22218
--
EPSS 9.7%
Data LeakagePrivacy ViolationFramework
Chainlit414 ATLAS
CRITICALEXPLOIT AVAIL

n8n: Code Injection enables RCE

CVE-2026-0863
9.9
EPSS 9.3%
Code ExecutionAuth BypassData ExtractionAgentFrameworkPlugin
n8nCWE-94168 ATLAS
HIGHEXPLOIT AVAIL

Thecus NAS: authenticated command injection to RCE

CVE-2021-47816
8.8
EPSS 1.8%
Code ExecutionTraining Data
Thecus N4800Eco Nas Server Control Panel5141 ATLAS
MEDIUMEXPLOIT AVAIL

chainlit: IDOR enables unauthorized data access

CVE-2025-68492
4.2
EPSS 0.2%
Auth BypassData LeakageFrameworkAgent
chainlitPatch: 2.8.5CWE-639417 ATLAS
HIGHEXPLOIT AVAIL

ollama: security flaw enables exploitation

CVE-2025-15514
7.5
EPSS 0.8%
DoSInferenceAPIFramework
ollamaCWE-3951.9K4 ATLAS
HIGHEXPLOIT AVAIL

langchain: security flaw enables exploitation

CVE-2024-58340
7.5
EPSS 0.5%
DoSPrompt InjectionFrameworkAgent
langchainCWE-13333.2K8 ATLAS
HIGHEXPLOIT AVAIL

llamaindex: Resource Exhaustion enables DoS

CVE-2024-58339
7.5
EPSS 0.6%
DoSCode ExecutionFrameworkAgent
llamaindexCWE-7705 ATLAS
HIGHEXPLOIT AVAIL

llamaindex: Deserialization enables RCE

CVE-2024-14021
7.8
EPSS 0.3%
Code ExecutionSupply ChainFrameworkRAG
llamaindexCWE-5026 ATLAS
HIGHEXPLOIT AVAIL

label-studio: XSS enables session hijacking

CVE-2026-22033
--
EPSS 0.3%
Auth BypassData ExtractionSupply ChainTraining DataFrameworkAPI
label-studioCWE-7927 ATLAS
HIGHEXPLOIT AVAIL

vllm: Resource Exhaustion enables DoS

CVE-2026-22773
7.5
EPSS 0.4%
DoSInferenceFramework
vllmCWE-770944 ATLAS
HIGHEXPLOIT AVAIL

fickling: Deserialization enables RCE

CVE-2026-22612
--
EPSS 0.3%
Supply ChainCode ExecutionAuth BypassFrameworkModelTraining Data
ficklingPatch: 0.1.7CWE-502625 ATLAS
HIGHEXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2026-22609
--
EPSS 0.6%
Code ExecutionSupply ChainAuth BypassFrameworkModel
ficklingPatch: 0.1.7CWE-184625 ATLAS
HIGHEXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2026-22608
--
EPSS 0.4%
Supply ChainCode ExecutionAuth BypassFrameworkModel
ficklingPatch: 0.1.7CWE-184625 ATLAS
HIGHEXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2026-22607
--
EPSS 0.5%
Code ExecutionSupply ChainAuth BypassFrameworkModelInference
ficklingPatch: 0.1.7CWE-184626 ATLAS
HIGHEXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2026-22606
--
EPSS 0.5%
Supply ChainCode ExecutionFrameworkModel
ficklingPatch: 0.1.7CWE-184625 ATLAS
MEDIUMEXPLOIT AVAIL

BetterDocs: Info Disclosure leaks sensitive data

CVE-2025-14980
6.5
EPSS 0.4%
Data LeakageData ExtractionAuth BypassAPIPlugin
CWE-2007 ATLAS
CRITICALKEVSCANNER

n8n: Input Validation flaw enables exploitation

CVE-2026-21858
10.0
EPSS 78.2%
Data ExtractionCode ExecutionAuth BypassAgentFrameworkAPI
n8n166 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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