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 859 results — High severity, no patch
HIGH

IBM Langflow OSS 1.0.0 through 1.10.3, 1.0.0 through 1.10.3, 1.0.0 through 1.10.3, 1.0.0 through 1.10.3, 1.0.0 through 1.10.3, 1.0.0 through 1.10.3, and 1.0.0...

CVE-2026-17625
7.2
EPSS 0.8%
Langflow OSS
HIGH

IBM Langflow OSS 1.0.0 through 1.10.3 Langflow allows remote authenticated attackers to bypass localhost-only restrictions and write arbitrary MCP server...

CVE-2026-9077
8.5
EPSS 0.3%
CWE-807
HIGH

IBM Langflow OSS 1.0.0 through 1.10.3 contain an authentication bypass vulnerability in the Model Context Protocol (MCP) composer endpoint when...

CVE-2026-8446
7.5
EPSS 0.3%
CWE-306
HIGH

IBM Langflow OSS 1.0.0 through 1.10.3 could allow a remote attacker to execute arbitrary code due to improper validation of configuration parameters.

CVE-2026-17630
8.8
EPSS 0.4%
CWE-184
HIGH

IBM Langflow OSS 1.0.0 through 1.10.3 Langflow could allow an authenticated attacker to read, modify, or expose sensitive host files via Docker-based MCP...

CVE-2026-17626
8.8
EPSS 0.3%
CWE-266
HIGH

IBM Langflow OSS 1.0.0 through 1.10.3 could allow a remote authenticated attacker to execute arbitrary commands due to improper validation of the command field...

CVE-2026-17623
8.8
EPSS 1.0%
CWE-78
HIGH

Mistral Vibe before 2.23.3 contains a remote code execution vulnerability that allows attackers to execute arbitrary commands by embedding a malicious...

CVE-2026-67623
8.8
EPSS 0.5%
mistral-vibe 376
HIGH

Hugging Face peft's LoRA-GA and CorDA initialization modules (src/peft/tuners/lora/corda.py lines ~102 and ~163, and src/peft/tuners/lora/loraga.py line ~101)...

CVE-2026-71281
8.8
EPSS 0.3%
HIGH

MLflow's AI Gateway accepts an auth_config.api_base value when creating a gateway secret (mlflow/server/handlers.py, _create_gateway_secret) with no validation...

CVE-2026-71211
7.1
EPSS 0.2%
HIGH

The AI Chatbot & Workflow Automation by AIWU plugin for WordPress is vulnerable to Sensitive Information Exposure in all versions up to, and including, 1.4.6....

CVE-2026-6639
7.5
EPSS 0.4%
CWE-862
HIGH

Pterodactyl Wings: SFTP handshake DoS via Go panic

CVE-2026-52856
7.5
EPSS 0.3%
DoS Framework
CWE-129
HIGH

Google mcp-toolbox: BigQuery allowedDatasets bypass

CVE-2026-14538
7.7
EPSS 0.2%
Auth Bypass Data Extraction Data Leakage Agent Plugin API
3 ATLAS
HIGH

MeshCentral: origin-check bypass lets attackers hijack admin sessions

CVE-2026-66420
8.8
EPSS 0.2%
Auth Bypass Data Leakage Code Execution Agent
openclaw-dashboard 4 4 ATLAS
HIGH

Langflow: IDOR exposes/poisons cross-tenant RAG vectors

CVE-2026-13444
8.1
EPSS 0.2%
Auth Bypass Data Leakage Privacy Violation Framework RAG Plugin
langflow CWE-520 3 ATLAS
HIGH

Langflow: IDOR exposes/manipulates other users' builds

CVE-2026-12945
7.1
EPSS 0.2%
Auth Bypass Data Leakage Framework Agent
langflow CWE-639 2 ATLAS
HIGH

Langflow: path traversal exposes arbitrary server files

CVE-2026-12942
7.5
EPSS 0.4%
Data Leakage Data Extraction Framework Agent
Langflow OSS CWE-22 3 ATLAS
HIGH

FTC E-Commerce Panel: authentication bypass

CVE-2026-12722
8.2
EPSS 0.3%
Auth Bypass Data Leakage Framework
CWE-306 1 ATLAS
HIGH

pgvector: integer wraparound in index build enables RCE

CVE-2026-18022
8.8
EPSS 0.3%
Code Execution DoS RAG
pgvector 323 2 ATLAS
HIGH

Langflow: FAISS namespace reuse leaks cross-user vectors

CVE-2026-13442
7.1
EPSS 0.2%
Data Leakage Privacy Violation Auth Bypass RAG Framework
langflow CWE-520 4 ATLAS
HIGH

Bedrock AgentCore: argument injection sandbox RCE

CVE-2026-16796
7.3
EPSS 0.3%
Code Execution Agent Framework
CWE-88 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.

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