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

340

Critical

373

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 229 results — Critical severity, no patch
CRITICAL EXPLOIT AVAIL

LangChain: RCE via PALChain unsanitized Python exec

CVE-2023-36188
9.8
EPSS 1.6%
Code Execution Supply Chain Data Extraction Framework Agent
langchain CWE-74 2.7K 4 ATLAS
CRITICAL EXPLOIT AVAIL

LangChain: unauthenticated RCE via code injection

CVE-2023-36258
9.8
EPSS 1.0%
Code Execution Supply Chain Data Extraction Framework Agent RAG
langchain CWE-94 2.7K 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 2.7K 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 2.7K 6 ATLAS
CRITICAL EXPLOIT AVAIL

Gradio: path traversal + SSRF exposes model files & infra

CVE-2023-34239
9.1
EPSS 0.7%
Data Extraction Privacy Violation Auth Bypass Framework API
gradio 685 5 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

MLflow: path traversal allows arbitrary file read/write

CVE-2023-2780
9.8
EPSS 6.3%
Data Extraction Code Execution Supply Chain Framework Training Data Model
mlflow 655 5 ATLAS
CRITICAL EXPLOIT AVAIL

LangChain: RCE via prompt injection in LLMMathChain

CVE-2023-29374
9.8
EPSS 39.7%
Prompt Injection Code Execution Framework Agent
langchain CWE-74 2.7K 4 ATLAS
CRITICAL EXPLOIT AVAIL

TensorFlow: unauthenticated RCE via heap buffer overflow

CVE-2023-25668
9.8
EPSS 0.8%
Code Execution DoS Framework Inference
tensorflow 3.7K 4 ATLAS
CRITICAL EXPLOIT AVAIL

TensorFlow: heap overflow in AvgPoolGrad, RCE risk

CVE-2023-25664
9.8
EPSS 0.4%
Code Execution Supply Chain Framework Inference
tensorflow 3.7K 4 ATLAS
CRITICAL KEV SCANNER

MLflow: path traversal allows arbitrary file read/write

CVE-2023-1177
9.8
EPSS 69.5%
Data Extraction Code Execution Supply Chain Framework Model Training Data
mlflow 655 7 ATLAS
CRITICAL EXPLOIT AVAIL

Gradio: hardcoded SSH key leaks via share=True demos

CVE-2023-25823
9.8
EPSS 0.6%
Auth Bypass Data Extraction Privacy Violation Framework Inference
gradio CWE-798 685 5 ATLAS
CRITICAL

TensorFlow Grappler: OOB read crashes or leaks memory

CVE-2022-41910
9.1
EPSS 0.4%
Code Execution DoS Data Extraction Framework Inference Training Data
tensorflow 3.7K 3 ATLAS
CRITICAL EXPLOIT AVAIL

TensorFlow Grappler: OOB read/crash via crafted model

CVE-2022-41902
9.1
EPSS 0.4%
DoS Data Extraction Framework Inference
tensorflow CWE-125 3.7K 4 ATLAS
CRITICAL EXPLOIT AVAIL

PyTorch: RCE via unsafe eval in JIT annotations

CVE-2022-45907
9.8
EPSS 1.2%
Code Execution Supply Chain Framework Inference
pytorch CWE-94 22.7K 4 ATLAS
CRITICAL EXPLOIT AVAIL

TensorFlow: heap OOB RCE in FractionalMaxPool op

CVE-2022-41900
9.8
EPSS 0.6%
Code Execution DoS Framework Inference
tensorflow 3.7K 4 ATLAS
CRITICAL EXPLOIT AVAIL

TensorFlow: heap OOB read in candidate sampler op

CVE-2022-41880
9.1
EPSS 0.4%
Data Extraction DoS Code Execution Framework Inference Training Data
tensorflow 3.7K 3 ATLAS
CRITICAL

TensorFlow: ScatterNd OOB write enables RCE/crash

CVE-2022-35939
9.8
EPSS 0.4%
Code Execution DoS Framework Inference
tensorflow 3.7K 4 ATLAS
CRITICAL

TensorFlow: OOB read in GatherNd causes crash/data leak

CVE-2022-35938
9.1
EPSS 0.4%
DoS Data Extraction Code Execution Framework Inference
tensorflow 3.7K 4 ATLAS
CRITICAL

TensorFlow: GatherNd OOB read crashes inference servers

CVE-2022-35937
9.1
EPSS 0.4%
DoS Data Extraction Supply Chain Framework Inference
tensorflow 3.7K 5 ATLAS
CRITICAL EXPLOIT AVAIL

pytorch-lightning: code injection enables full RCE

CVE-2022-0845
9.8
EPSS 1.0%
Code Execution Supply Chain Framework Training Data
pytorch_lightning CWE-94 22.7K 3 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?

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