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
3,590

AI/ML CVEs Tracked

481

Critical

95

New This Week

24

In CISA KEV

Sort: Date CVSS EPSS KEV first Most exploited
Filter: All Critical High Medium KEV only Active exploitation Has patch No patch

Latest AI Security Threats

Showing 20 of 800 results — High severity, Active exploitation
HIGH EXPLOIT AVAIL

SD WebUI: cmd-flags endpoint leaks creds cleartext

CVE-2026-82288
7.5
EPSS 0.3%
Data Leakage Auth Bypass API Inference
CWE-522 4 ATLAS
HIGH EXPLOIT AVAIL

Qwen-Agent: path traversal in doc parser leaks files

CVE-2026-82275
7.5
EPSS 0.4%
Data Extraction Data Leakage Agent Plugin
CWE-22 3 ATLAS
HIGH EXPLOIT AVAIL

Qwen-Agent: unauth SSRF via document URL parser

CVE-2026-82268
7.5
EPSS 0.3%
Data Extraction Data Leakage Agent Plugin
CWE-918 3 ATLAS
HIGH EXPLOIT AVAIL

9router: Host-header spoof bypasses auth, enables SSRF

CVE-2026-55641
8.2
EPSS 0.3%
Auth Bypass Data Leakage Data Extraction API Framework
9router Patch: 0.5.2 CWE-290 1.2K 4 ATLAS
HIGH EXPLOIT AVAIL

Penpot: stored XSS in comments enables session takeover

CVE-2026-47665
8.7
EPSS 0.3%
Code Execution Data Leakage Framework
CWE-79
HIGH EXPLOIT AVAIL

Pterodactyl Wings: SFTP quota bypass causes node-wide DoS

CVE-2026-61617
7.7
EPSS 0.2%
DoS Inference
CWE-400 1 ATLAS
HIGH EXPLOIT AVAIL

Cohere North: WebSocket leak exposes session data

CVE-2025-61164
7.5
EPSS 0.3%
Data Leakage Auth Bypass Agent API
3 ATLAS
HIGH EXPLOIT AVAIL

mcp-shell: insecure defaults allow full shell RCE

CVE-2026-55580
--
EPSS 0.2%
Code Execution Prompt Injection Agent Plugin
CWE-78 4 ATLAS
HIGH EXPLOIT AVAIL

mcp-shell: bash allowlist bypass grants RCE, no auth

CVE-2026-55581
8.4
EPSS 0.3%
Code Execution Auth Bypass Agent Plugin
CWE-78 3 ATLAS
HIGH EXPLOIT AVAIL

mcp-shell: secure mode bypass via git alias RCE

CVE-2026-55582
8.4
EPSS 0.2%
Code Execution Auth Bypass Agent Plugin
CWE-78 4 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI: Origin bypass CSRF enables prompt injection

CVE-2026-55532
7.6
EPSS 0.1%
Auth Bypass Prompt Injection Agent Plugin
PraisonAI Patch: 4.6.58 CWE-346 1 5 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI: auth fail-open lets unauthenticated recipe execution

CVE-2026-55533
8.2
EPSS 0.3%
Auth Bypass Code Execution Agent API
PraisonAI Patch: 4.6.58 CWE-287 1 3 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI: SSRF via race condition in webhook DNS check

CVE-2026-55537
7.1
EPSS 0.2%
Code Execution Data Leakage Agent Framework
PraisonAI Patch: 4.6.58 CWE-367 1 2 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI: missing auth allows agent execution

CVE-2026-55538
7.3
EPSS 0.3%
Auth Bypass Code Execution Agent API
PraisonAI Patch: 4.6.58 CWE-306 1 2 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI: symlink escape defeats workspace path checks

CVE-2026-55540
7.1
EPSS 0.3%
Data Extraction Auth Bypass Agent Plugin
PraisonAI Patch: 4.6.58 CWE-22 1 3 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI: API key ignored, agent endpoints unauth

CVE-2026-55534
8.6
EPSS 0.3%
Auth Bypass DoS Agent API
PraisonAI Patch: 4.6.58 CWE-306 1 3 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI: AgentServer auth token never enforced

CVE-2026-55528
8.2
EPSS 0.3%
Auth Bypass Data Leakage Agent API
praisonaiagents Patch: 1.6.58 CWE-306 20 3 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI: SSRF via redirect bypasses crawl allowlist

CVE-2026-55525
7.5
EPSS 0.3%
Data Extraction Auth Bypass Agent Plugin
praisonaiagents Patch: 1.6.58 CWE-918 20 4 ATLAS
HIGH EXPLOIT AVAIL

Ech0: scoped admin token bypass exposes full DB export

CVE-2026-79667
7.6
EPSS 0.2%
Auth Bypass Data Leakage Privacy Violation Framework
1 ATLAS
HIGH EXPLOIT AVAIL

Label Studio: IDOR exposes cross-org annotations

CVE-2026-76073
8.8
EPSS 0.3%
Auth Bypass Data Leakage Model Poisoning Training Data API
label-studio 2 4 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.

Start 14-Day Free Trial