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
3,019

AI/ML CVEs Tracked

424

Critical

113

New This Week

19

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 3019 results
CRITICAL

Langflow: weak reversible KDF exposes all stored credentials

CVE-2026-7874
9.1
EPSS 0.2%
Data Leakage Privacy Violation Auth Bypass Framework Agent API
langflow CWE-338 3 ATLAS
CRITICAL

Langflow: authenticated RCE enables credential theft

CVE-2026-7873
9.9
EPSS 0.3%
Code Execution Data Leakage Privacy Violation Framework Agent
langflow CWE-94 4 ATLAS
CRITICAL

Langflow: Redis-access deserialization enables full RCE

CVE-2026-7871
9.8
EPSS 0.4%
Code Execution Data Leakage Framework Agent
langflow CWE-502 4 ATLAS
CRITICAL

Langflow: malformed flow nodes enable RCE

CVE-2026-7803
9.8
EPSS 0.4%
Code Execution Framework Agent
langflow CWE-20 3 ATLAS
CRITICAL EXPLOIT AVAIL

Langflow: auth bypass in MCP transport exposes projects

CVE-2026-7663
9.8
EPSS 0.3%
Auth Bypass Data Leakage Code Execution Framework Agent Plugin
langflow CWE-285 4 ATLAS
HIGH

Langflow: SSRF via RSS/SearXNG exposes cloud IAM creds

CVE-2026-10564
8.2
EPSS 0.2%
Prompt Injection Data Extraction Framework Agent Plugin
langflow CWE-918 4 ATLAS
CRITICAL EXPLOIT AVAIL

Langflow: missing auth on build API leaks data, enables DoS

CVE-2026-10560
9.1
EPSS 0.3%
Auth Bypass DoS Data Leakage Framework Agent
langflow CWE-287 3 ATLAS
MEDIUM

Langflow: SSRF via DNS rebinding in URL component

CVE-2026-10546
6.5
EPSS 0.1%
Data Leakage Code Execution Framework Agent
langflow CWE-918 2 ATLAS
CRITICAL

Langflow: cross-tenant API credential leak via cache bug

CVE-2026-10140
9.6
EPSS 0.2%
Auth Bypass Data Leakage Framework API
langflow CWE-639 3 ATLAS
CRITICAL

Langflow: unauthenticated RCE via tool_code injection

CVE-2026-10134
10.0
EPSS 0.4%
Code Execution Data Leakage Auth Bypass Framework Agent Plugin
langflow CWE-94 5 ATLAS
HIGH

Langflow: SSRF protection bypass via redirect

CVE-2026-10129
8.5
EPSS 0.2%
Auth Bypass Data Leakage Framework API
langflow CWE-918 3 ATLAS
MEDIUM

Sigstore TSA: unbounded metrics label DoS

CVE-2026-49835
5.9
EPSS 0.4%
DoS API
github.com/sigstore/timestamp-authority CWE-770 2 ATLAS
HIGH EXPLOIT AVAIL

LLaMA-Factory: RCE via malicious model path

CVE-2026-58116
8.8
EPSS 0.6%
Code Execution Supply Chain Framework Model Training Data
llama-factory CWE-94 4 ATLAS
UNKNOWN EXPLOIT AVAIL

NLTK: path traversal enables arbitrary file read

CVE-2026-12243
--
EPSS 0.6%
Data Leakage Privacy Violation Framework
CWE-22 3 ATLAS
MEDIUM EXPLOIT AVAIL

Pinpoint: insecure JWT cookie enables session hijacking

CVE-2026-57948
6.8
EPSS 0.1%
Auth Bypass Data Leakage Inference
pinpoint 2 ATLAS
HIGH

Pinpoint APM: SSRF via alarm webhook registration

CVE-2026-57947
8.5
EPSS 0.2%
Data Leakage Auth Bypass Inference Plugin
pinpoint 2 ATLAS
HIGH

Claude Code: worktree bug enables sandbox-escape RCE

CVE-2026-55607
--
EPSS 0.6%
Code Execution Prompt Injection Supply Chain Agent
@anthropic-ai/claude-code Patch: 2.1.163 CWE-22 5 ATLAS
MEDIUM EXPLOIT AVAIL

Edimax router: OS command injection via web form

CVE-2026-13581
6.3
EPSS 1.2%
Code Execution Framework
MEDIUM EXPLOIT AVAIL

Edimax EW-7478APC: unauth OS command injection

CVE-2026-13561
6.3
EPSS 1.2%
Code Execution
2 ATLAS
HIGH EXPLOIT AVAIL

MLflow: missing authz in label schema CRUD API

CVE-2026-13484
8.8
EPSS 0.3%
Auth Bypass API Framework
CWE-862 2 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