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
2,375

AI/ML CVEs Tracked

336

Critical

408

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 185 results — Critical severity, Active exploitation
CRITICAL EXPLOIT AVAIL

QuickAI: unauthenticated SQLi exposes OpenAI API keys

CVE-2023-3686
9.8
EPSS 0.4%
Data Extraction Auth Bypass API
quickai_openai 16.6K 3 ATLAS
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 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 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
CRITICAL EXPLOIT AVAIL

TensorFlow: integer overflow in Grappler enables RCE

CVE-2022-23587
9.8
EPSS 0.9%
Code Execution DoS Framework Inference
tensorflow CWE-190 3.7K 3 ATLAS
CRITICAL EXPLOIT AVAIL

TensorFlow: path traversal in get_file allows file overwrite

CVE-2021-35958
9.1
EPSS 1.9%
Supply Chain Code Execution Framework Training Data
tensorflow CWE-22 3.7K 4 ATLAS
CRITICAL EXPLOIT AVAIL

TFLite: OOB read/write via tensor dimension mismatch

CVE-2020-15208
9.8
EPSS 0.9%
Code Execution Data Extraction Supply Chain Framework Inference
tensorflow 3.7K 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?

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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