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
MEDIUMEXPLOIT AVAIL

open-webui: XSS in pending overlay enables session hijack

CVE-2026-44568
4.8
EPSS 0.2%
Data ExtractionCode ExecutionSocial EngineeringInferenceFramework
open-webuiPatch: 0.9.0CWE-7924 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: auth bypass exposes private group channels

CVE-2026-44561
5.4
EPSS 0.2%
Auth BypassData ExtractionPrivacy ViolationAPI
open-webuiPatch: 0.9.0CWE-28424 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: private channel member list exposed to any user

CVE-2026-44559
4.3
EPSS 0.2%
Auth BypassData ExtractionPrivacy ViolationAPIFramework
open-webuiPatch: 0.9.0CWE-86224 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: permission bypass exposes channels publicly

CVE-2026-44558
5.4
EPSS 0.2%
Auth BypassData LeakageAPIFramework
open-webuiPatch: 0.9.0CWE-86323 ATLAS
HIGHEXPLOIT AVAIL

open-webui: access control bypass via model chaining

CVE-2026-44555
7.6
EPSS 0.3%
Auth BypassAPIModelInference
open-webuiPatch: 0.9.0CWE-86224 ATLAS
HIGHEXPLOIT AVAIL

open-webui: XSS in model descriptions steals session tokens

CVE-2026-44721
7.3
EPSS 0.3%
Auth BypassCode ExecutionData ExtractionAPIFramework
open-webuiPatch: 0.9.0CWE-7925 ATLAS
MEDIUMEXPLOIT AVAIL

BentoML: symlink traversal exfiltrates host secrets at build

CVE-2026-40610
5.5
EPSS 0.3%
Data ExtractionSupply ChainFramework
bentomlPatch: 1.4.39CWE-59234 ATLAS
CRITICALEXPLOIT AVAIL

vm2: sandbox escape via nesting:true enables RCE

CVE-2026-44007
9.1
EPSS 1.0%
Code ExecutionAuth BypassAgentFramework
vm2Patch: 3.11.1CWE-2841.9K5 ATLAS
HIGHEXPLOIT AVAIL

praisonai: RCE via unpatched tool_override exec_module

CVE-2026-44334
8.4
EPSS 0.2%
Code ExecutionAuth BypassSupply ChainAgentFrameworkPlugin
praisonaiPatch: 4.6.32CWE-9415 ATLAS
HIGHEXPLOIT AVAIL

praisonaiagents: SSRF via URL parser confusion bypass

CVE-2026-44335
--
EPSS 0.4%
Auth BypassData ExtractionAgentPlugin
praisonaiagentsPatch: 1.6.32CWE-918204 ATLAS
HIGHEXPLOIT AVAIL

GitPython: git config injection enables hook RCE

CVE-2026-44244
7.8
EPSS 0.2%
Supply ChainCode ExecutionFramework
GitPythonPatch: 3.1.49CWE-94973 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: speculative decoding DoS via penalty params

CVE-2026-44223
6.5
EPSS 0.4%
DoSInference
vllmPatch: 0.20.0CWE-131942 ATLAS
HIGHEXPLOIT AVAIL

mistune: ReDoS exposes Jupyter/AI services to DoS

CVE-2026-33079
7.5
EPSS 0.6%
DoSSupply ChainFrameworkAPI
mistunePatch: 3.2.1CWE-13331.9K4 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: token injection DoS via multimodal placeholders

CVE-2026-44222
6.5
EPSS 0.4%
DoSPrompt InjectionInferenceModelFramework
vllmPatch: 0.20.0CWE-129945 ATLAS
HIGHEXPLOIT AVAIL

PPTAgent: eval injection enables RCE via LLM prompt injection

CVE-2026-42079
8.6
EPSS 0.1%
Prompt InjectionCode ExecutionAgentFramework
pptagentPatch: 1.1.36CWE-955 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: path traversal allows arbitrary directory deletion

CVE-2026-42048
9.6
EPSS 4.2%
DoSAuth BypassFrameworkRAG
langflowPatch: 1.9.0CWE-223 ATLAS
MEDIUMEXPLOIT AVAIL

jupyter-server: auth cookie survives password reset

CVE-2026-40934
6.8
EPSS 0.3%
Auth BypassData ExtractionFrameworkAPI
jupyter-serverPatch: 2.18.0CWE-6131.9K4 ATLAS
HIGHEXPLOIT AVAIL

Jupyter Server: path traversal leaks sibling directories

CVE-2026-35397
7.1
EPSS 0.6%
Data ExtractionPrivacy ViolationFramework
jupyter-serverPatch: 2.18.0CWE-221.9K4 ATLAS
MEDIUMEXPLOIT AVAIL

jupyter-server: Open redirect enables credential phishing

CVE-2025-61669
--
EPSS 0.2%
Social EngineeringAuth BypassFrameworkAPI
jupyter-serverPatch: 2.18.0CWE-6011.9K5 ATLAS
HIGHEXPLOIT AVAIL

marked: infinite recursion DoS crashes Node.js via OOM

CVE-2026-41680
7.5
EPSS 0.3%
DoSFramework
markedPatch: 18.0.2CWE-40016.9K4 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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