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 2345 results — no patch
HIGH

Langflow: SSRF flaw exposes internal/cloud metadata

CVE-2026-19305
7.5
EPSS 0.3%
Data Leakage Auth Bypass Framework Agent
langflow CWE-918 2 ATLAS
HIGH

Langflow: SSRF via URL parser bypass exposes internal services

CVE-2026-19304
7.7
EPSS 0.3%
Data Leakage Data Extraction Framework Agent
langflow CWE-918 2 ATLAS
HIGH

Langflow: path traversal enables arbitrary file deletion

CVE-2026-19303
8.1
EPSS 0.4%
DoS Framework Agent
langflow CWE-22 1 ATLAS
MEDIUM

Langflow: symlink flaw leaks sensitive files

CVE-2026-19302
6.5
EPSS 0.5%
Data Leakage Privacy Violation Framework Agent
langflow CWE-22 1 ATLAS
MEDIUM

Langflow: SSRF allows internal network reconnaissance

CVE-2026-19301
6.5
EPSS 0.3%
Data Leakage Framework Agent
langflow CWE-918 2 ATLAS
HIGH

Langflow: leaky credential fields expose secrets

CVE-2026-19300
7.5
EPSS 0.4%
Data Leakage Privacy Violation Framework Agent
langflow 3 ATLAS
MEDIUM

Langflow: authenticated path traversal leaks files

CVE-2026-19299
6.5
EPSS 0.5%
Data Leakage Data Extraction Framework Agent
langflow CWE-22 3 ATLAS
HIGH

Langflow: auth bypass in flow build enables RCE

CVE-2026-19298
8.8
EPSS 0.5%
Auth Bypass Code Execution Framework Agent
langflow CWE-94 3 ATLAS
MEDIUM

Langflow: header spoof bypasses MCP config write guard

CVE-2026-9186
6.5
EPSS 0.3%
Auth Bypass Code Execution Supply Chain Agent Framework
langflow CWE-284 4 ATLAS
MEDIUM

Langflow: path traversal enables arbitrary file write

CVE-2026-9138
6.5
EPSS 0.3%
Code Execution Framework Agent
langflow CWE-22 2 ATLAS
MEDIUM

Langflow: stored XSS in Playground chat UI

CVE-2026-8447
6.1
EPSS 0.2%
Code Execution Data Leakage Framework Agent
langflow CWE-79 2 ATLAS
HIGH

ms-swift: unauth SSRF via multimodal media URLs

CVE-2026-85686
7.5
EPSS 0.3%
Code Execution Data Leakage Inference API
ms-swift CWE-918 6 2 ATLAS
HIGH EXPLOIT AVAIL

LLaMA-Factory: SSRF guard bypass via redirect/DNS rebind

CVE-2026-85673
7.5
EPSS 0.4%
Auth Bypass Data Extraction API Inference
llama-factory CWE-918 3 ATLAS
MEDIUM EXPLOIT AVAIL

tokenizers: malformed vocab crashes process (DoS)

CVE-2026-85670
6.5
EPSS 0.3%
DoS Supply Chain Inference Training Data
tokenizers CWE-787 15.9K 3 ATLAS
HIGH EXPLOIT AVAIL

OGX/Llama Stack: SSRF via MCP tool server_url

CVE-2026-85666
7.5
EPSS 0.4%
Data Leakage Auth Bypass Agent API Plugin
llama-stack CWE-918 13 3 ATLAS
MEDIUM

SiYuan: auth bypass leaks hidden notebook files

CVE-2026-85578
6.5
EPSS 0.3%
Auth Bypass Data Leakage RAG
CWE-862 2 ATLAS
UNKNOWN EXPLOIT AVAIL

csv-parse: CSV header triggers prototype pollution

CVE-2026-85063
--
EPSS 0.3%
Supply Chain Auth Bypass Training Data RAG
CWE-1321 2 ATLAS
HIGH

Ollama: SSRF via unvalidated model-pull redirects

CVE-2026-85180
7.5
EPSS 0.3%
Supply Chain Data Leakage Inference Model
ollama CWE-918 1.8K 4 ATLAS
HIGH EXPLOIT AVAIL

Helicone: IDOR leaks cross-tenant LLM provider keys

CVE-2026-85178
7.7
EPSS 0.2%
Auth Bypass Data Leakage API
CWE-639 3 ATLAS
MEDIUM EXPLOIT AVAIL

ckan-mcp-server: cache key collision enables poisoning

CVE-2026-73846
6.5
EPSS 0.2%
Prompt Injection Agent Plugin
CWE-345 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?

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