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
4,331

AI/ML CVEs Tracked

535

Critical

108

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 20 of 4331 results
CRITICALEXPLOIT AVAILSCANNER

Langflow: unauthenticated upload → DoS + path disclosure

CVE-2026-55450
9.3
EPSS 1.2%
Auth BypassDoSData LeakageFrameworkAgent
langflowPatch: 1.9.1CWE-4005 ATLAS
HIGH

langchain4j: SQL injection in vector store filters

CVE-2026-55405
7.6
EPSS 0.5%
Data ExtractionCode ExecutionDoSRAGFramework
dev.langchain4j:langchain4j-pgvectorPatch: 1.2.1-beta8CWE-894294 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: Yjs auth bypass exposes all user notes

CVE-2026-54022
5.3
EPSS 0.3%
Auth BypassData ExtractionPrivacy ViolationAPIFramework
open-webuiPatch: 0.8.11CWE-70625 ATLAS
MEDIUM

open-webui: auth bypass reaches restricted Ollama backends

CVE-2026-54021
6.3
EPSS 0.3%
Auth BypassInferenceAPI
open-webuiPatch: 0.9.6CWE-86324 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: RAG ACL bypass exposes private KB chunks

CVE-2026-54019
6.5
EPSS 0.4%
Auth BypassData ExtractionData LeakageRAGFramework
open-webuiPatch: 0.9.6CWE-86225 ATLAS
HIGHEXPLOIT AVAIL

open-webui: SSRF via redirect bypass in Playwright loader

CVE-2026-54018
7.7
EPSS 0.4%
Auth BypassData ExtractionRAGFramework
open-webuiPatch: 0.9.6CWE-91824 ATLAS
HIGHEXPLOIT AVAIL

open-webui: double-encoded path traversal in terminal proxy

CVE-2026-54017
7.7
EPSS 0.5%
Data ExtractionCode ExecutionFrameworkAgent
open-webuiPatch: 0.9.6CWE-2224 ATLAS
UNKNOWNEXPLOIT AVAIL

picklescan: scanner bypass enables PyTorch RCE

CVE-2026-53875
--
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescanCWE-9535 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: scanner bypass enables pickle RCE

CVE-2026-53874
9.8
EPSS 0.5%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: blocklist bypass allows arbitrary code exec

CVE-2026-53873
9.8
EPSS 0.5%
Supply ChainCode ExecutionModelFramework
picklescan34 ATLAS
HIGHEXPLOIT AVAIL

picklescan: arbitrary file read bypasses RCE blocklist

CVE-2026-53872
7.5
EPSS 0.5%
Data ExtractionSupply ChainFrameworkModel
picklescan35 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: blocklist bypass enables full RCE

CVE-2026-3490
10.0
EPSS 0.8%
Supply ChainCode ExecutionModelFramework
picklescanCWE-18335 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: scanner bypass enables RCE via model files

CVE-2025-71325
9.8
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescan34 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: ctypes bypass enables full RCE via pickle files

CVE-2025-71323
9.8
EPSS 1.0%
Supply ChainCode ExecutionFrameworkModel
picklescan35 ATLAS
HIGHEXPLOIT AVAIL

PickleScan: pty.spawn bypass enables RCE in model scans

CVE-2025-71322
8.8
EPSS 0.4%
Supply ChainCode ExecutionModelFramework
PickleScanCWE-69335 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: blocklist bypass allows arbitrary file write/RCE

CVE-2025-71321
9.8
EPSS 0.8%
Supply ChainCode ExecutionDoSFrameworkModelTraining Data
picklescan34 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: deny-list bypass enables arbitrary RCE

CVE-2025-71320
9.8
EPSS 0.8%
Supply ChainCode ExecutionModelFramework
picklescan34 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: BOLA exposes private knowledge base files

CVE-2026-54016
4.3
EPSS 0.3%
Auth BypassData ExtractionPrivacy ViolationAgentRAGFramework
open-webuiPatch: 0.9.6CWE-86226 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: IDOR exposes private prompt history

CVE-2026-54015
6.4
EPSS 0.3%
Auth BypassData ExtractionPrivacy ViolationAPIFramework
open-webuiPatch: 0.9.6CWE-63924 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: path traversal exposes sibling dirs

CVE-2026-54014
4.3
EPSS 0.4%
Data ExtractionInference
open-webuiPatch: 0.9.6CWE-2223 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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