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 615 results — Active exploitation, has patch
HIGHEXPLOIT AVAIL

text-generation: DoS causes service disruption

CVE-2026-0599
7.5
EPSS 29.5%
DoSInferenceFrameworkAPI
text-generationPatch: 3.3.7CWE-4005 ATLAS
HIGHEXPLOIT AVAIL

mlflow: security flaw enables exploitation

CVE-2025-10279
7.0
EPSS 0.2%
Code ExecutionSupply ChainFrameworkTraining Data
mlflowPatch: 3.4.0rc0CWE-3796954 ATLAS
HIGHEXPLOIT AVAIL

pytorch: Code Injection enables RCE

CVE-2026-24747
8.8
EPSS 0.8%
Code ExecutionSupply ChainFrameworkModel
torchPatch: 2.10.0CWE-9426.1K6 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
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

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

monai: Path Traversal enables file access

CVE-2026-21851
5.3
EPSS 0.4%
Supply ChainCode ExecutionFramework
monaiPatch: 1.5.2CWE-221284 ATLAS
HIGHEXPLOIT AVAIL

mcp_typescript_sdk: security flaw enables exploitation

CVE-2026-0621
7.5
EPSS 0.4%
DoSFrameworkAPIAgent
@modelcontextprotocol/sdkPatch: 1.25.2CWE-13336.3K4 ATLAS
HIGHEXPLOIT AVAIL

lmdeploy: Deserialization enables RCE

CVE-2025-67729
8.8
EPSS 0.5%
Supply ChainCode ExecutionFrameworkModelInference
lmdeployPatch: 0.11.1CWE-50216 ATLAS
MEDIUMEXPLOIT AVAIL

local-deep-research: SSRF allows internal network access

CVE-2025-67743
6.3
EPSS 0.3%
Data ExtractionAuth BypassFrameworkAPI
local-deep-researchPatch: 1.3.9CWE-9184 ATLAS
HIGHEXPLOIT AVAIL

fickling: Code Injection enables RCE

CVE-2025-67748
--
EPSS 0.3%
Supply ChainCode ExecutionFrameworkModel
ficklingPatch: 0.1.6CWE-94625 ATLAS
HIGHEXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2025-67747
--
EPSS 0.3%
Supply ChainCode ExecutionFrameworkModel
ficklingPatch: 0.1.6CWE-184625 ATLAS
HIGHEXPLOIT AVAIL

open-webui: SSRF allows internal network access

CVE-2025-65958
8.5
EPSS 4.7%
Data ExtractionData LeakageCode ExecutionAPIRAG
open-webuiPatch: 0.6.37CWE-91826 ATLAS
CRITICALKEVSCANNER

ray: Code Injection enables RCE

CVE-2025-62593
--
EPSS 60.2%
Code ExecutionAuth BypassSocial EngineeringFramework
rayPatch: 2.52.0CWE-946428 ATLAS
HIGHEXPLOIT AVAIL

open-webui: Code Injection enables RCE

CVE-2025-64496
7.3
EPSS 7.2%
Code ExecutionAuth BypassSocial EngineeringInferenceAPIPlugin
open-webuiPatch: 0.6.35CWE-9529 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: XSS-to-RCE via malicious prompt injection

CVE-2025-64495
8.7
EPSS 0.5%
Code ExecutionData ExtractionAuth BypassFrameworkAgentAPI
open-webuiPatch: 0.6.35CWE-7927 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?

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