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 1661 results — Active exploitation
HIGH EXPLOIT AVAIL

MLflow: missing authz check leaks private artifacts

CVE-2026-69148
7.1
EPSS 0.3%
Auth Bypass Data Leakage Model API
mlflow Patch: 3.15.0 CWE-862 690 3 ATLAS
MEDIUM EXPLOIT AVAIL

MLflow: missing authZ lets users forge dataset lineage

CVE-2026-69146
6.5
EPSS 0.3%
Auth Bypass Model Poisoning Framework Training Data API
mlflow Patch: 3.15.0 CWE-862 690 2 ATLAS
CRITICAL KEV SCANNER

MLflow: unauth SSRF via webhook hits cloud metadata

CVE-2026-64849
9.3
EPSS 16.4%
Data Extraction Auth Bypass Data Leakage Framework API
mlflow Patch: 3.15.0 CWE-918 690 2 ATLAS
MEDIUM EXPLOIT AVAIL

Transformers: path traversal via checkpoint shards

CVE-2026-75104
5.5
EPSS 0.2%
Data Leakage Supply Chain Framework Model
transformers CWE-22 9.5K 3 ATLAS
MEDIUM EXPLOIT AVAIL

vLLM: SSRF/LFI bypass in MiMo-V2 multimodal input

CVE-2026-73560
6.5
EPSS 0.3%
Data Extraction Auth Bypass Inference Model
vllm Patch: 0.26.0 CWE-918 92 3 ATLAS
HIGH EXPLOIT AVAIL

Budibase: SSRF in automations reaches cloud metadata

CVE-2026-35219
--
EPSS 0.3%
Data Extraction Auth Bypass Agent Plugin
3 ATLAS
HIGH EXPLOIT AVAIL

SiYuan: unthrottled brute-force exposes published notes

CVE-2026-74868
7.5
EPSS 0.4%
Auth Bypass Data Leakage RAG
2 ATLAS
HIGH EXPLOIT AVAIL

Edimax EW-7478APC: command injection via rootAPmac

CVE-2026-19960
7.4
EPSS 1.2%
Code Execution API
HIGH EXPLOIT AVAIL

SiYuan: brute-force bypass of notebook publish passwords

CVE-2026-73045
7.5
EPSS 0.3%
Auth Bypass Plugin
CWE-307 2 ATLAS
MEDIUM EXPLOIT AVAIL

vLLM: integer overflow leaks other users' output

CVE-2026-73558
5.3
EPSS 0.3%
Data Leakage Privacy Violation Inference
vllm Patch: 0.27.0 CWE-190 92 3 ATLAS
MEDIUM EXPLOIT AVAIL

vLLM: ReDoS in structured output stalls engine

CVE-2026-73556
5.3
EPSS 0.3%
DoS Inference
vllm Patch: 0.26.0 CWE-400 92 3 ATLAS
HIGH EXPLOIT AVAIL

SiYuan: missing authz exposes filtered DB rows

CVE-2026-73608
8.6
EPSS 0.2%
Auth Bypass Data Leakage API RAG
2 ATLAS
MEDIUM EXPLOIT AVAIL

Flowise: unauth TTS endpoint drains stored API keys

CVE-2026-73603
--
EPSS 0.3%
Auth Bypass DoS Agent API
Flowise CWE-862 4 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: RCE via Custom MCP node env var injection

CVE-2026-73601
--
EPSS 0.9%
Code Execution Agent Plugin Framework
Flowise CWE-95 3 ATLAS
UNKNOWN EXPLOIT AVAIL

Flowise: IDOR exposes cross-tenant billing/PII data

CVE-2026-73488
--
EPSS 0.3%
Auth Bypass Privacy Violation Agent API
Flowise CWE-639 2 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: Python sandbox bypass enables unauth RCE

CVE-2026-73487
--
EPSS 1.0%
Prompt Injection Code Execution Data Extraction Agent Framework
Flowise CWE-94 4 ATLAS
UNKNOWN EXPLOIT AVAIL

Flowise: CSV Agent code injection enables RCE

CVE-2026-73486
--
EPSS 0.7%
Code Execution Data Leakage Agent Plugin Framework
Flowise 4 ATLAS
UNKNOWN EXPLOIT AVAIL

Flowise: Pandas sandbox bypass leaks files, writes to disk

CVE-2026-73484
--
EPSS 0.4%
Code Execution Data Extraction Data Leakage Agent Plugin
Flowise CWE-184 4 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: sandbox escape via puppeteer.launch() to RCE

CVE-2026-73483
--
EPSS 0.6%
Code Execution Data Leakage Agent Plugin
Flowise CWE-78 4 ATLAS
MEDIUM EXPLOIT AVAIL

SiYuan: authZ gap leaks private PDF annotations

CVE-2026-72808
5.8
EPSS 0.3%
Auth Bypass Data Leakage Privacy Violation Framework
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260723031702-509b35055940 CWE-862 3.1K 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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