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
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
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
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
HIGHEXPLOIT AVAIL

OAI CN5G AMF: unauthenticated JSON DoS on 5G SBI interface

CVE-2025-66786
7.5
EPSS 0.4%
DoSAPIInference
oai-cn5g-amf15.6K3 ATLAS
HIGHEXPLOIT AVAIL

OAI CN5G AMF: Unauthenticated buffer overflow, RCE/DoS

CVE-2025-65805
7.5
EPSS 0.4%
DoSCode ExecutionInferenceAPI
oai-cn5g-amf15.6K3 ATLAS
MEDIUMEXPLOIT AVAIL

AI component: Missing Auth allows unauthorized operations

CVE-2025-14371
4.3
EPSS 0.2%
Auth BypassPluginAPI
CWE-8624 ATLAS
CRITICALEXPLOIT AVAILSCANNER

langflow: Missing Auth allows unauthenticated access

CVE-2026-21445
9.1
EPSS 33.3%
Auth BypassData ExtractionPrivacy ViolationFrameworkAgentAPI
langflowCWE-3067 ATLAS
CRITICALEXPLOIT AVAIL

n8n: Protection Bypass circumvents security controls

CVE-2025-68668
9.9
EPSS 13.2%
Code ExecutionAuth BypassAgentFrameworkPlugin
n8n166 ATLAS
CRITICALEXPLOIT AVAIL

langchain.js: Deserialization enables RCE

CVE-2025-68665
9.1
EPSS 0.8%
Supply ChainCode ExecutionData ExtractionFrameworkAgent
langchain.js3.2K5 ATLAS
HIGHEXPLOIT AVAIL

langchain-core: Deserialization enables RCE

CVE-2025-68664
8.2
EPSS 42.9%
Supply ChainCode ExecutionData ExtractionFrameworkAgent
langchain_coreCWE-5023.2K6 ATLAS
HIGHKEVSCANNER

n8n: security flaw enables exploitation

CVE-2025-68613
8.8
EPSS 99.0%
Code ExecutionAuth BypassData ExtractionAgentFrameworkPlugin
n8nCWE-913169 ATLAS
HIGHEXPLOIT AVAIL

langflow: File Control enables path manipulation

CVE-2025-68478
7.1
EPSS 5.8%
Code ExecutionAuth BypassFrameworkAgent
langflowCWE-735 ATLAS
MEDIUMEXPLOIT AVAIL

langflow: SSRF allows internal network access

CVE-2025-68477
6.5
EPSS 6.3%
Data ExtractionAuth BypassPrivacy ViolationFrameworkAgentAPI
langflowCWE-9188 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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