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
3,628

AI/ML CVEs Tracked

484

Critical

101

New This Week

25

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 1042 results — High severity, no patch
HIGH EXPLOIT AVAIL

PraisonAI: SpiderTools SSRF bypass via DNS resolution

CVE-2026-57126
8.5
EPSS 0.4%
Data Leakage Data Extraction Agent Framework Plugin
praisonaiagents CWE-918 20 2 ATLAS
HIGH EXPLOIT AVAIL

CrewAI before fb2323b offers a Python blocklist approach that operates at the wrong level of abstraction, a different vulnerability than CVE-2026-2275....

CVE-2026-37008
8.1
EPSS 0.1%
CWE-424
HIGH EXPLOIT AVAIL

ESPnet: RCE via unsafe checkpoint deserialization

CVE-2026-90777
8.8
EPSS 0.5%
Supply Chain Code Execution Model Training Data Framework
CWE-502 3 ATLAS
HIGH EXPLOIT AVAIL

Open Notebook: SSRF via source URL hits internal services

CVE-2026-90769
7.7
EPSS 0.3%
Data Leakage Privacy Violation RAG Framework
CWE-918 2 ATLAS
HIGH

vLLM: RCE bypasses trust_remote_code model safeguard

CVE-2026-90553
7.8
EPSS 0.2%
Supply Chain Code Execution Inference Model
vllm CWE-94 92 4 ATLAS
HIGH EXPLOIT AVAIL

Flowise: IDOR in abort API enables agent DoS

CVE-2026-90535
7.5
EPSS 0.3%
Auth Bypass DoS Agent API
flowise CWE-862 2 ATLAS
HIGH

Shopper: broken RBAC lets viewer role become admin

CVE-2026-56828
8.8
Auth Bypass Framework
CWE-285
HIGH EXPLOIT AVAIL

Headroom: CSWSH bypass allows unauthenticated LLM abuse

CVE-2026-71416
8.8
EPSS 0.2%
Auth Bypass Data Leakage API Inference
3 ATLAS
HIGH

Langflow: authenticated path traversal enables RCE

CVE-2026-84889
8.8
EPSS 0.5%
Code Execution Framework Agent
langflow CWE-22 3 ATLAS
HIGH

Langflow: MCP stdio tool bypasses RCE lockdown

CVE-2026-81941
8.8
EPSS 0.8%
Code Execution Auth Bypass Agent Framework
langflow CWE-284 4 ATLAS
HIGH

Langflow: RCE via unsanitized flow display names

CVE-2026-81940
8.8
EPSS 0.6%
Code Execution Framework Agent
CWE-94 3 ATLAS
HIGH

Langflow: stale API keys survive user deactivation

CVE-2026-81268
8.1
EPSS 0.3%
Auth Bypass Data Leakage Framework Agent API
langflow CWE-613 3 ATLAS
HIGH

Langflow: unauthenticated SSRF exposes internal resources

CVE-2026-81265
7.5
EPSS 0.2%
Data Extraction Privacy Violation Framework Agent
langflow CWE-918 2 ATLAS
HIGH

IBM Langflow: SSRF exposes internal network resources

CVE-2026-81213
8.6
EPSS 0.4%
Data Leakage Data Extraction Framework Agent
langflow CWE-918 2 ATLAS
HIGH

Langflow: broken authz on components enables RCE

CVE-2026-81211
8.8
EPSS 0.3%
Code Execution Auth Bypass Framework Agent Plugin
langflow CWE-862 3 ATLAS
HIGH

Langflow: RCE via incomplete env var blocklist

CVE-2026-79742
8.8
EPSS 0.6%
Code Execution Data Leakage Framework Agent
langflow CWE-94 3 ATLAS
HIGH

Langflow: RCE via unsanitized MCP stdio server args

CVE-2026-78575
8.8
EPSS 0.5%
Code Execution Framework Agent Plugin
langflow CWE-78 3 ATLAS
HIGH

Langflow: authenticated RCE via unguarded eval()

CVE-2026-78571
8.8
EPSS 0.6%
Code Execution Framework Agent
langflow CWE-94 3 ATLAS
HIGH

Langflow: incomplete denylist enables authenticated RCE

CVE-2026-78569
8.8
EPSS 0.5%
Code Execution Framework Agent
langflow CWE-78 3 ATLAS
HIGH

Langflow: RCE via scanner bypass in custom components

CVE-2026-76059
8.8
EPSS 0.5%
Code Execution Supply Chain Framework Agent
langflow CWE-693 3 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.

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