AI Threat Alert

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.

Sources
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

96

New This Week

25

In CISA KEV

Sort:DateCVSSEPSSKEV firstMost exploited
Filter:AllCriticalHighMediumKEV onlyActive exploitationHas patchNo patch

Latest AI Security Threats

Showing 20 of 533 results — Critical severity
CRITICAL

Feast: insecure UDF deserialization enables RCE

CVE-2026-18948
9.9
EPSS 1.1%
Code ExecutionAuth BypassData LeakageFrameworkInferenceTraining Data
rhoai/odh-pipeline-runtime-tensorflow-cuda-py312-rhel93.4K4 ATLAS
CRITICALEXPLOIT AVAIL

crypto-js: weak PRNG enables wallet key recovery

CVE-2026-71851
9.0
EPSS 0.5%
Supply ChainAuth BypassData LeakageFrameworkAgent
crypto-jsPatch: 4.0.0CWE-3312.8K1 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: IDOR in Assistants API leaks OpenAI credentials

CVE-2026-67622
9.9
EPSS 0.5%
Auth BypassData LeakagePrivacy ViolationAgentAPIRAG
FlowiseCWE-6394 ATLAS
CRITICAL

Langflow: weak Fernet key derivation exposes secrets

CVE-2026-9205
9.8
EPSS 0.3%
Data LeakageAuth BypassFrameworkAPI
langflowPatch: 1.10.1CWE-3383 ATLAS
CRITICAL

Langflow: weak PRNG lets attackers decrypt stored secrets

CVE-2026-8470
9.1
EPSS 0.1%
Data LeakagePrivacy ViolationFramework
langflowCWE-3273 ATLAS
CRITICALEXPLOIT AVAIL

PraisonAI: shell injection in Claude Action enables RCE

CVE-2026-48168
10.0
EPSS 1.5%
Code ExecutionSupply ChainAuth BypassAgentFramework
praisonaiCWE-86214 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: unauth OAuth refresh endpoint leaks access tokens

CVE-2026-70478
--
EPSS 0.6%
Auth BypassData LeakageAgentPlugin
flowisePatch: 3.1.3CWE-2004 ATLAS
CRITICAL

Flowise: RCE via pickle deserialization in CSVAgent

CVE-2026-69256
--
EPSS 1.0%
Code ExecutionSupply ChainAgentFramework
flowisePatch: 3.1.3CWE-943 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: code injection in agent tools escapes vm2 sandbox

CVE-2026-69253
--
EPSS 0.7%
Code ExecutionAgentPlugin
flowise-componentsPatch: 3.1.3CWE-953 ATLAS
CRITICALEXPLOIT AVAILSCANNER

SiYuan: SQL injection in searchDocs allows DB tampering

CVE-2026-69085
10.0
EPSS 1.4%
Data ExtractionAuth BypassPrivacy ViolationRAGAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260721043339-eef10568384eCWE-893.0K3 ATLAS
CRITICALEXPLOIT AVAILSCANNER

SiYuan: SQL injection in search endpoint exposes notebooks

CVE-2026-69084
10.0
EPSS 1.6%
Data ExtractionAuth BypassData LeakageAPIPlugin
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260721002947-23a17d44b5f3CWE-893.0K2 ATLAS
CRITICALEXPLOIT AVAIL

SiYuan: unauthenticated SQLi in full-text search endpoint

CVE-2026-69083
10.0
EPSS 0.5%
Code ExecutionData LeakageRAG
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260721004815-cf42dd5680c83.0K2 ATLAS
CRITICAL

ComfyUI: unauthenticated RCE via pickle upload

CVE-2026-68771
9.8
EPSS 1.1%
Code ExecutionSupply ChainTraining DataFramework
CWE-5024 ATLAS
CRITICALEXPLOIT AVAIL

sentence-transformers: trust gate bypass enables RCE

CVE-2026-68770
9.8
EPSS 0.9%
Auth BypassCode ExecutionSupply ChainModelInferenceFramework
sentence-transformersPatch: 5.6.0CWE-943.1K4 ATLAS
CRITICAL

Pterodactyl Wings: egg template leaks daemon secrets

CVE-2026-52855
9.9
EPSS 0.5%
Data LeakageAuth BypassPlugin
github.com/pterodactyl/wingsPatch: 1.12.3CWE-2005141 ATLAS
CRITICALEXPLOIT AVAIL

OpenClaw Dashboard: stored XSS enables admin takeover

CVE-2026-66421
9.3
EPSS 0.6%
Code ExecutionAuth BypassData LeakageAgentFramework
openclaw-dashboardCWE-7933 ATLAS
CRITICALEXPLOIT AVAIL

OpenClaw: stored XSS via login field hijacks admin

CVE-2026-66418
9.3
EPSS 0.6%
Code ExecutionAuth BypassAgentFramework
openclawCWE-7933 ATLAS
CRITICALEXPLOIT AVAIL

amplify-codegen-ui: eval injection enables build-time RCE

CVE-2025-4318
--
EPSS 1.0%
Code ExecutionSupply ChainFramework
@aws-amplify/codegen-ui-reactPatch: 2.20.3CWE-956422 ATLAS
CRITICAL

Langflow: unsanitized code input enables RCE

CVE-2026-12946
9.9
EPSS 0.6%
Code ExecutionAuth BypassFrameworkAgent
langflow2 ATLAS
CRITICALEXPLOIT AVAIL

SGLang: RCE via unsafe pickle deserialization on weight load

CVE-2026-15976
9.8
EPSS 0.6%
Code ExecutionSupply ChainInferenceModelFramework
4 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.

Need deeper analysis?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

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