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
2,377

AI/ML CVEs Tracked

337

Critical

391

New This Week

18

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 668 results — High severity, no patch
HIGH

Linux mlx5 RDMA: use-after-free in SRQ init path

CVE-2026-46176
7.8
EPSS 0.1%
Code Execution Inference Framework
2 ATLAS
HIGH EXPLOIT AVAIL

Langflow: DoS via uncontrolled resource consumption

CVE-2026-7528
7.5
EPSS 0.2%
DoS Framework
langflow CWE-400 3 ATLAS
HIGH

NVIDIA Transformers4Rec: deserialization RCE

CVE-2026-24162
7.8
EPSS 0.4%
Code Execution Supply Chain Data Extraction Framework Model
CWE-502 4 ATLAS
HIGH

LMDeploy: hardcoded trust_remote_code enables RCE

CVE-2026-46517
7.8
EPSS 0.1%
Supply Chain Code Execution Inference Framework
lmdeploy CWE-94 130 5 ATLAS
HIGH

389-ds-base: LDAP DoS via unbounded control count

CVE-2026-9064
7.5
EPSS 0.8%
DoS Framework
3 ATLAS
HIGH EXPLOIT AVAIL

Bert-VITS2: path traversal exposes ML training filesystem

CVE-2026-8756
7.3
EPSS 0.5%
Data Extraction Code Execution Framework Training Data
CWE-22 4 ATLAS
HIGH EXPLOIT AVAIL

nnU-Net: prompt injection hijacks CI/CD triage agent

CVE-2026-44246
7.2
EPSS 0.2%
Prompt Injection Code Execution Agent Plugin
claude-code 5 ATLAS
HIGH

CosyVoice: RCE via unsafe torch.load() model deserialization

CVE-2026-31232
8.8
EPSS 0.5%
Supply Chain Code Execution Model Inference
5 ATLAS
HIGH

snorkel: RCE via unsafe model deserialization

CVE-2026-31224
8.8
EPSS 0.4%
Supply Chain Code Execution Model Framework
snorkel CWE-502 22.7K 4 ATLAS
HIGH

snorkel: RCE via insecure model checkpoint loading

CVE-2026-31222
8.8
EPSS 0.4%
Code Execution Supply Chain Model Training Data
snorkel CWE-502 22.7K 4 ATLAS
HIGH

pytorch-lightning: RCE via insecure checkpoint deserialization

CVE-2026-31221
7.8
EPSS 0.4%
Supply Chain Code Execution Framework Model
pytorch-lightning CWE-502 1.6K 4 ATLAS
HIGH

flash-attention: RCE via unsafe checkpoint deserialization

CVE-2026-31253
7.3
EPSS 0.2%
Code Execution Supply Chain Framework Training Data
flash_attn CWE-94 22.7K 4 ATLAS
HIGH KEV SCANNER

LiteLLM: RCE via MCP test endpoint command injection

CVE-2026-42271
8.8
EPSS 75.0%
Code Execution Auth Bypass Framework API Inference
litellm CWE-77 6 5 ATLAS
HIGH

LiteLLM: SSTI in prompt template endpoint enables RCE

CVE-2026-42203
8.8
EPSS 0.3%
Code Execution Data Extraction API Inference
litellm CWE-1336 6 5 ATLAS
HIGH

Langflow: RCE exposes API keys and DB credentials

CVE-2026-6543
8.8
EPSS 0.5%
Code Execution Data Extraction Supply Chain Framework Agent
langflow CWE-94 5 ATLAS
HIGH

Langflow: IDOR exposes cross-tenant flow data and deletion

CVE-2026-6542
8.1
EPSS 0.2%
Data Extraction Privacy Violation Auth Bypass Framework Agent
langflow CWE-639 5 ATLAS
HIGH

Langflow Desktop: IDOR leaks user images unauthenticated

CVE-2026-4503
7.5
EPSS 0.3%
Privacy Violation Data Extraction Auth Bypass Framework Agent
langflow CWE-639 3 ATLAS
HIGH EXPLOIT AVAIL

Flowise: unauth API key abuse via TTS endpoint IDOR

CVE-2026-41279
7.5
EPSS 0.3%
Auth Bypass DoS Data Extraction Agent API Framework
flowise CWE-639 5 ATLAS
HIGH EXPLOIT AVAIL

Flowise: credential exposure in public chatflow API

CVE-2026-41278
7.5
EPSS 0.4%
Data Extraction Auth Bypass Agent Framework
flowise CWE-200 5 ATLAS
HIGH EXPLOIT AVAIL

Flowise: mass assignment enables cross-workspace IDOR

CVE-2026-41277
8.8
EPSS 0.3%
Auth Bypass Data Extraction Model Poisoning Agent RAG Framework
flowise CWE-284 4 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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