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

95

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 20 of 1908 results — High severity
HIGH

OpenClaw: auth bypass allows unauthorized command execution

CVE-2026-53807
8.8
EPSS 0.3%
Auth BypassCode ExecutionAgentFramework
OpenClawCWE-86334 ATLAS1 incident
HIGH

OpenClaw: shell flag bypass enables RCE in agent exec

CVE-2026-53806
8.8
EPSS 0.4%
Code ExecutionAuth BypassAgentFramework
openclawPatch: 2026.5.12CWE-36734 ATLAS1 incident
HIGH

Langflow: IDOR bypasses auth, exposes sensitive AI configs

CVE-2026-7787
8.1
EPSS 0.2%
Auth BypassData ExtractionFrameworkAgent
langflowCWE-6394 ATLAS
HIGHEXPLOIT AVAIL

Keras: path traversal allows arbitrary file write

CVE-2026-11816
8.1
EPSS 0.6%
Supply ChainCode ExecutionFrameworkTraining Data
kerasPatch: 3.14.0CWE-224.1K4 ATLAS
HIGHEXPLOIT AVAIL

vLLM: unauthenticated OOM DoS via video frame parsing

CVE-2026-5497
7.5
EPSS 0.5%
DoSInferenceAPI
vllmPatch: 0.19.0CWE-400943 ATLAS
HIGH

Xibo CMS: Stored XSS + iframe sandbox escape via DataSet

CVE-2026-42558
7.6
EPSS 0.1%
Code ExecutionAuth BypassData ExtractionFramework
CWE-795 ATLAS
HIGH

Linux Xe iGPU: cache-bypass leaks cross-process stale data

CVE-2026-46309
7.0
EPSS 0.1%
Data LeakagePrivacy ViolationInferenceModel
3 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass-assignment allows cross-workspace takeover

CVE-2026-46480
8.8
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
flowise4 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass assignment cross-workspace takeover

CVE-2026-46479
8.8
EPSS 0.3%
Auth BypassData ExtractionFrameworkAgent
flowise3 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass-assignment allows cross-workspace data takeover

CVE-2026-46478
8.8
EPSS 0.3%
Auth BypassData LeakageModel PoisoningAgentFrameworkRAG
flowiseCWE-9154 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass-assignment cross-workspace dataset takeover

CVE-2026-46477
8.8
EPSS 0.3%
Auth BypassData ExtractionData LeakageAgentFrameworkRAG
flowiseCWE-9155 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass assignment enables cross-workspace takeover

CVE-2026-46476
8.8
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
flowiseCWE-9154 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass-assignment enables workspace takeover

CVE-2026-46475
8.8
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
flowise4 ATLAS
HIGH

Flowise: missing authz on vector store CRUD ops

CVE-2026-46444
8.8
EPSS 0.3%
Auth BypassData ExtractionData LeakageAgentRAGFramework
flowiseCWE-8625 ATLAS
HIGH

twig/twig: sandbox bypass leaks render context

CVE-2026-47732
--
EPSS 0.4%
Auth BypassData ExtractionSupply ChainFrameworkAPI
twig/twigPatch: 3.26.0CWE-206.3K5 ATLAS
HIGH

skillctl: path traversal enables credential exfiltration

GHSA-wx3m-whqv-xv47
--
Supply ChainData ExtractionPrivacy ViolationAgentPlugin
skillctlPatch: 0.1.2CWE-2225 ATLAS
HIGHEXPLOIT AVAIL

praisonai-platform: IDOR enables cross-workspace agent read/write/delete

CVE-2026-47419
8.3
EPSS 0.3%
Auth BypassData ExtractionData LeakageAgentAPI
praisonai-platformPatch: 0.1.4CWE-63915 ATLAS
HIGHEXPLOIT AVAIL

Milvus: weak hash allows RBAC grantee impersonation

CVE-2026-10814
7.0
EPSS 0.1%
Auth BypassData ExtractionPrivacy ViolationRAGFramework
milvusCWE-32774 ATLAS
HIGH

Froxlor: 2FA bypass via API grants full account access

GHSA-f9rx-7wf7-jr36
8.1
Auth BypassData ExtractionPrivacy ViolationAPIFramework
froxlor/froxlorPatch: 2.3.7CWE-2875144 ATLAS
HIGHEXPLOIT AVAIL

Froxlor: DNS zone injection via unsanitized TXT record

CVE-2026-41234
7.6
EPSS 0.3%
Data ExtractionSupply ChainAPIFramework
froxlor/froxlorPatch: 2.3.7CWE-745144 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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