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
3,018

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 240 results — Critical severity, Active exploitation
CRITICAL EXPLOIT AVAIL SCANNER

Ray: unauthenticated LFI exposes entire filesystem

CVE-2023-6020
9.3
EPSS 14.7%
Data Extraction Auth Bypass Framework Training Data Model
ray Patch: 2.8.1 CWE-598 619 5 ATLAS
CRITICAL EXPLOIT AVAIL

MLflow: auth bypass allows arbitrary account creation

CVE-2023-6014
9.8
EPSS 1.2%
Auth Bypass Data Extraction Supply Chain Framework Training Data Model
mlflow 674 6 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

Ray: LFI allows unauthenticated file read

CVE-2023-6021
9.3
EPSS 37.1%
Data Extraction Auth Bypass Framework Inference
ray Patch: 2.8.1 CWE-22 619 5 ATLAS
CRITICAL EXPLOIT AVAIL

Ray: unauthenticated RCE via dashboard command injection

CVE-2023-6019
9.8
EPSS 74.6%
Code Execution Auth Bypass Supply Chain Framework Inference Training Data
ray Patch: 2.8.1 CWE-78 619 6 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

MLflow: unauth file overwrite enables model poisoning

CVE-2023-6018
9.8
EPSS 47.9%
Code Execution Model Poisoning Supply Chain Framework Model Training Data
mlflow 674 5 ATLAS
CRITICAL EXPLOIT AVAIL

MLeap: zip slip in model loading enables RCE

CVE-2023-5245
9.8
EPSS 1.2%
Supply Chain Code Execution Framework Model
3 ATLAS
CRITICAL KEV

LangChain: RCE bypass via __import__ in PAL chain

CVE-2023-44467
9.8
EPSS 1.0%
Code Execution Auth Bypass Framework Agent
langchain_experimental 3.0K 4 ATLAS
CRITICAL KEV SCANNER

TorchServe: SSRF + RCE via unrestricted model URL loading

CVE-2023-43654
9.8
EPSS 35.3%
Code Execution Supply Chain Data Extraction Framework Inference Model
torchserve 24.2K 5 ATLAS
CRITICAL EXPLOIT AVAIL

LangChain: RCE via numexpr evaluate injection

CVE-2023-39631
9.8
EPSS 1.3%
Code Execution Supply Chain Framework Agent Plugin
langchain CWE-94 3.0K 5 ATLAS
CRITICAL EXPLOIT AVAIL

LangChain: RCE via malicious JSON prompt template

CVE-2023-36281
9.8
EPSS 2.9%
Code Execution Supply Chain Framework Agent
langchain CWE-94 3.0K 4 ATLAS
CRITICAL EXPLOIT AVAIL

LangChain: RCE via unsanitized PythonAstREPL input

CVE-2023-39659
9.8
EPSS 1.3%
Code Execution Prompt Injection Framework Agent Plugin
langchain CWE-74 3.0K 5 ATLAS
CRITICAL EXPLOIT AVAIL

LangChain: RCE via unsandboxed LLM code execution

CVE-2023-38896
9.8
EPSS 1.5%
Code Execution Prompt Injection Data Extraction Framework Agent API
langchain CWE-74 3.0K 5 ATLAS
CRITICAL EXPLOIT AVAIL

LangChain: RCE via unsanitized prompt parameter

CVE-2023-38860
9.8
EPSS 1.2%
Code Execution Prompt Injection Data Extraction Framework Agent
langchain CWE-94 3.0K 7 ATLAS
CRITICAL EXPLOIT AVAIL

LangChain PALChain: RCE via unsanitized exec() calls

CVE-2023-36095
9.8
EPSS 1.2%
Code Execution Prompt Injection Framework Agent
langchain CWE-94 3.0K 5 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

MLflow: path traversal allows arbitrary file read

CVE-2023-3765
10.0
EPSS 67.5%
Data Extraction Data Leakage Supply Chain Framework Model Training Data
mlflow 674 6 ATLAS
CRITICAL EXPLOIT AVAIL

QuickAI: unauthenticated SQLi exposes OpenAI API keys

CVE-2023-3686
9.8
EPSS 0.5%
Data Extraction Auth Bypass API
quickai_openai 18.0K 3 ATLAS
CRITICAL EXPLOIT AVAIL

LangChain: RCE via PALChain unsanitized Python exec

CVE-2023-36188
9.8
EPSS 1.9%
Code Execution Supply Chain Data Extraction Framework Agent
langchain CWE-74 3.0K 4 ATLAS
CRITICAL EXPLOIT AVAIL

LangChain: unauthenticated RCE via code injection

CVE-2023-36258
9.8
EPSS 1.1%
Code Execution Supply Chain Data Extraction Framework Agent RAG
langchain CWE-94 3.0K 5 ATLAS
CRITICAL EXPLOIT AVAIL

LangChain: RCE via unsafe load_prompt deserialization

CVE-2023-34541
9.8
EPSS 0.9%
Code Execution Supply Chain Data Extraction Framework Agent
langchain 3.0K 5 ATLAS
CRITICAL EXPLOIT AVAIL

LangChain: RCE via JiraAPIWrapper crafted input

CVE-2023-34540
9.8
EPSS 1.7%
Code Execution Supply Chain Data Extraction Framework Agent Plugin
langchain 3.0K 6 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?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

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