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
2,385

AI/ML CVEs Tracked

337

Critical

390

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 509 results — High severity, Active exploitation
HIGH KEV

LiteLLM: SSRF leaks OpenAI API key to attacker

CVE-2024-6587
7.5
EPSS 36.9%
Data Extraction Auth Bypass API Framework
litellm 6 5 ATLAS
HIGH EXPLOIT AVAIL

MindsDB: RCE via eval() injection in ChromaDB INSERT

CVE-2024-45848
8.8
EPSS 0.8%
Code Execution Data Extraction Framework RAG Plugin
CWE-94 5 ATLAS
HIGH EXPLOIT AVAIL

Ollama: ZIP path traversal exposes host filesystem

CVE-2024-45436
7.5
EPSS 2.6%
Supply Chain Data Extraction Framework Model Inference
ollama CWE-22 1.6K 6 ATLAS
HIGH EXPLOIT AVAIL

Langflow: mass assignment grants super admin access

CVE-2024-7297
8.8
EPSS 21.3%
Auth Bypass Code Execution Framework Agent
langflow 4 ATLAS
HIGH EXPLOIT AVAIL

TorchServe: default gRPC exposure allows unauth inference

CVE-2024-35199
8.2
EPSS 0.6%
DoS Data Extraction Auth Bypass Inference Framework
torchserve 22.7K 5 ATLAS
HIGH EXPLOIT AVAIL

langchain-experimental: RCE via eval() in VectorSQL chain

CVE-2024-21513
8.5
EPSS 1.5%
Code Execution Prompt Injection Data Extraction Framework RAG Agent
langchain-experimental 2.7K 5 ATLAS
HIGH EXPLOIT AVAIL

Flowise: CORS wildcard enables file read and data theft

CVE-2024-36421
7.5
EPSS 8.5%
Data Extraction Auth Bypass Data Leakage Agent Framework
flowise CWE-346 5 ATLAS
HIGH EXPLOIT AVAIL SCANNER

Flowise: unauthenticated arbitrary file read via API

CVE-2024-36420
7.5
EPSS 1.8%
Data Extraction Auth Bypass Data Leakage Framework API Agent
flowise CWE-74 6 ATLAS
HIGH EXPLOIT AVAIL

LangChain: Python REPL code execution without opt-in

CVE-2024-38459
7.8
EPSS 0.2%
Code Execution Prompt Injection Data Extraction Framework Agent
langchain-experimental 2.7K 5 ATLAS
HIGH EXPLOIT AVAIL

ONNX: path traversal in model download enables RCE

CVE-2024-5187
8.8
EPSS 1.2%
Supply Chain Code Execution Framework Model
onnx Patch: 1.16.2 CWE-22 1.2K 4 ATLAS
HIGH EXPLOIT AVAIL

litellm: arbitrary file deletion via audio endpoint

CVE-2024-4888
8.1
EPSS 0.6%
Auth Bypass DoS Framework API
litellm 6 3 ATLAS
HIGH EXPLOIT AVAIL

LangChain: SSRF in Web Retriever exposes cloud metadata

CVE-2024-3095
7.7
EPSS 0.7%
Data Extraction Auth Bypass Framework Agent RAG
langchain 2.7K 4 ATLAS
HIGH EXPLOIT AVAIL SCANNER

MLflow: URI fragment LFI exposes arbitrary files

CVE-2024-2928
7.5
EPSS 21.8%
Data Extraction Supply Chain Framework Model Training Data
mlflow CWE-22 655 6 ATLAS
HIGH EXPLOIT AVAIL

MLflow: path traversal enables RCE via dataset loading

CVE-2024-0520
8.8
EPSS 2.4%
Code Execution Supply Chain Data Leakage Framework Training Data
mlflow 655 5 ATLAS
HIGH EXPLOIT AVAIL

Gradio: LFI via JSON path key exposes server files

CVE-2024-4941
7.5
EPSS 0.8%
Data Extraction Data Leakage Framework Inference
gradio 685 4 ATLAS
HIGH KEV SCANNER

Gradio: SSRF exposes internal network and cloud metadata

CVE-2024-4325
8.6
EPSS 37.4%
Data Extraction Auth Bypass Framework Inference
gradio 685 4 ATLAS
HIGH EXPLOIT AVAIL

MLflow: RCE via malicious MLproject file execution

CVE-2024-37061
8.8
EPSS 0.9%
Code Execution Supply Chain Framework Training Data
mlflow CWE-94 655 6 ATLAS
HIGH EXPLOIT AVAIL

MLflow: RCE via deserialization in crafted Recipes

CVE-2024-37060
8.8
EPSS 0.8%
Code Execution Supply Chain Framework Training Data
mlflow CWE-502 655 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: RCE via malicious PyTorch model deserialization

CVE-2024-37059
8.8
EPSS 0.6%
Code Execution Supply Chain Framework Model
mlflow CWE-502 655 4 ATLAS
HIGH EXPLOIT AVAIL

MLflow: RCE via malicious LangChain model deserialization

CVE-2024-37058
8.8
EPSS 0.6%
Supply Chain Code Execution Framework Model Agent
mlflow CWE-502 655 5 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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