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 1382 results — Active exploitation
CRITICAL EXPLOIT AVAIL SCANNER

Langflow: unauthenticated RCE via custom component API

CVE-2024-37014
9.8
EPSS 57.5%
Code Execution Auth Bypass Supply Chain Framework Agent API
langflow CWE-94 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 1.1K 4 ATLAS
MEDIUM EXPLOIT AVAIL

langchain-community: DoS via recursive sitemap loop

CVE-2024-2965
4.2
EPSS 0.3%
DoS Supply Chain Framework RAG
langchain Patch: 0.2.5 CWE-400 3.0K 3 ATLAS
MEDIUM EXPLOIT AVAIL

scikit-learn: TfidfVectorizer leaks training data tokens

CVE-2024-5206
4.7
EPSS 0.2%
Data Leakage Data Extraction Privacy Violation Framework Training Data
scikit-learn CWE-922 30.6K 5 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
CRITICAL EXPLOIT AVAIL SCANNER

ChuanhuChatGPT: path traversal exposes LLM API keys

CVE-2024-3234
9.8
EPSS 3.7%
Data Extraction Auth Bypass Data Leakage Framework API
chuanhuchatgpt 5 ATLAS
MEDIUM EXPLOIT AVAIL

MLflow: URL encoding bypass enables model poisoning

CVE-2024-3099
5.4
EPSS 0.4%
Model Poisoning DoS Framework Model
mlflow 674 5 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 3.0K 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-22 674 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 674 5 ATLAS
CRITICAL EXPLOIT AVAIL

pytorch-lightning: RCE via deepdiff Delta deserialization

CVE-2024-5452
9.8
EPSS 26.5%
Code Execution Supply Chain Framework
pytorch_lightning CWE-913 24.2K 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 669 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 669 4 ATLAS
UNKNOWN EXPLOIT AVAIL

Gradio: secrets exfiltration via unsafe fork PR workflow

CVE-2024-4254
--
EPSS 0.5%
Supply Chain Data Extraction Auth Bypass Framework Model
gradio 669 5 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-94 674 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-502 674 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-502 674 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-502 674 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: RCE via malicious TensorFlow model deserialization

CVE-2024-37057
8.8
EPSS 0.6%
Supply Chain Code Execution Framework Model
mlflow CWE-502 674 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: RCE via LightGBM model deserialization

CVE-2024-37056
8.8
EPSS 0.6%
Supply Chain Code Execution Framework Model
mlflow CWE-502 674 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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