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 1961 results — Active exploitation
HIGHEXPLOIT AVAIL

praisonaiagents: tool bypass enables undeclared callable exec

CVE-2026-44339
8.6
EPSS 0.4%
Code ExecutionAuth BypassAgentFramework
PraisonAIPatch: 4.6.37CWE-47015 ATLAS1 incident
CRITICALEXPLOIT AVAIL

PraisonAI: MCP path traversal escalates to full RCE

CVE-2026-44336
9.6
EPSS 0.6%
Prompt InjectionCode ExecutionData ExtractionAgentPluginFramework
PraisonAIPatch: 4.6.34CWE-2018 ATLAS
MEDIUMEXPLOIT AVAIL

PraisonAI: SQL/CQL injection in knowledge-store backends

CVE-2026-44337
6.3
EPSS 0.2%
Code ExecutionData ExtractionData LeakageAgentRAGFramework
PraisonAIPatch: 4.6.34CWE-2015 ATLAS
HIGHEXPLOIT AVAILSCANNER

PraisonAI: unauthenticated API triggers agent workflows

CVE-2026-44338
7.3
EPSS 32.6%
Auth BypassCode ExecutionDoSAgentFramework
PraisonAIPatch: 4.6.34CWE-30617 ATLAS
MEDIUMEXPLOIT AVAIL

Videos sync PDF: stored XSS via unsanitized media fields

CVE-2022-50949
6.4
EPSS 0.2%
Code ExecutionPlugin
MEDIUMEXPLOIT AVAIL

mistune: XSS via unescaped heading id= attribute

CVE-2026-44897
6.1
EPSS 0.2%
Code ExecutionData ExtractionFrameworkRAG
mistunePatch: 3.2.1CWE-795144 ATLAS
MEDIUMEXPLOIT AVAIL

mistune: math plugin XSS bypasses escape=True control

CVE-2026-44708
6.1
EPSS 0.2%
Code ExecutionData ExtractionAuth BypassPluginFramework
mistuneCWE-795144 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: path traversal + file upload leads to RCE

CVE-2026-44566
7.3
EPSS 0.3%
Code ExecutionSupply ChainInferenceModel
open-webuiPatch: 0.1.124CWE-2225 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: auth bypass gives pending users full LLM access

CVE-2026-44567
7.3
EPSS 0.2%
Auth BypassData ExtractionDoSAPIInference
open-webuiPatch: 0.1.124CWE-86224 ATLAS
HIGHEXPLOIT AVAIL

open-webui: XSS via XLSX preview enables session hijack

CVE-2026-44549
7.3
EPSS 0.3%
Code ExecutionData ExtractionAuth BypassFrameworkAPI
open-webuiPatch: 0.8.0CWE-7927 ATLAS
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
CRITICALEXPLOIT AVAIL

cline: WebSocket auth bypass enables terminal RCE

CVE-2026-44211
9.6
EPSS 0.2%
Auth BypassCode ExecutionData LeakageAgentPlugin
clineCWE-30627 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
HIGHKEVSCANNER

LiteLLM: RCE via MCP test endpoint command injection

CVE-2026-42271
8.8
EPSS 91.4%
Code ExecutionAuth BypassFrameworkAPIInference
litellmCWE-7765 ATLAS
CRITICALKEVSCANNER

LiteLLM: SQL injection exposes LLM API credentials

CVE-2026-42208
9.8
EPSS 89.4%
Auth BypassData ExtractionSupply ChainAPIInference
litellmCWE-8965 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

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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