AI Security Threat Feed

Latest CVEs affecting AI/ML systems, updated continuously. Tracked from NVD, GitHub Advisory, and CISA KEV.

1,604

AI/ML CVEs Tracked

225

Critical

76

New This Week

16

In CISA KEV

Latest AI Security Threats

Showing 20 of 1092 results — no patch
HIGH

vLLM: image hash collision enables multimodal cache leakage

CVE-2025-46722
7.3
EPSS 0.2%
Data Leakage Privacy Violation Inference Framework
vllm CWE-1023 127 4 ATLAS
LOW

vLLM: timing side-channel leaks prompt cache data

CVE-2025-46570
2.6
EPSS 0.2%
Privacy Violation Data Extraction Inference Framework
vllm CWE-203 127 4 ATLAS
LOW EXPLOIT AVAIL

Gradio: CORS origin bypass in ML UI handler

CVE-2025-5320
3.7
EPSS 0.1%
Auth Bypass Framework Inference
gradio CWE-345 679 3 ATLAS
HIGH EXPLOIT AVAIL

llama-index-cli: OS command injection enables RCE

CVE-2025-1753
7.8
EPSS 0.1%
Code Execution Supply Chain Framework Agent
llama-index CWE-78 229 4 ATLAS
HIGH

label-studio-ml: PyTorch .pt deserialization RCE in YOLO loader

CVE-2025-5173
7.8
EPSS 0.1%
Supply Chain Code Execution Framework Model
label-studio-ml CWE-502 1 4 ATLAS
CRITICAL EXPLOIT AVAIL

vLLM: RCE via exposed TCPStore in distributed inference

CVE-2025-47277
9.8
EPSS 0.9%
Code Execution Data Extraction Inference Framework
vllm CWE-502 127 4 ATLAS
HIGH EXPLOIT AVAIL

transformers: ReDoS in testing_utils causes DoS

CVE-2025-2099
7.5
EPSS 0.1%
DoS Framework
transformers CWE-1333 7.9K 3 ATLAS
UNKNOWN EXPLOIT AVAIL

Ollama: DoS via malicious manifest in /api/pull

CVE-2025-1975
--
EPSS 0.5%
DoS Inference API
ollama 1.5K 3 ATLAS
HIGH

TensorFlow Serving: JSON recursion DoS on inference API

CVE-2025-0649
7.5
EPSS 0.1%
DoS Inference API Framework
tensorflow_serving CWE-787 3.7K 3 ATLAS
HIGH

vLLM: pickle RCE in multi-node inference deployments

CVE-2025-30165
8.0
EPSS 1.3%
Code Execution Inference Framework
vllm CWE-502 127 3 ATLAS
LOW EXPLOIT AVAIL

PyTorch NCCL: local DoS in distributed training reduce op

CVE-2025-4287
3.3
EPSS 0.1%
DoS Framework Training Data
3 ATLAS
HIGH EXPLOIT AVAIL

vLLM: DoS via quadratic multimodal tokenizer input

CVE-2025-46560
7.5
EPSS 0.6%
DoS Inference Framework
vllm CWE-1333 127 3 ATLAS
CRITICAL EXPLOIT AVAIL

vLLM: RCE via pickle deserialization on ZeroMQ

CVE-2025-32444
9.8
EPSS 2.5%
Code Execution Supply Chain Inference Framework
vllm CWE-502 127 5 ATLAS
HIGH EXPLOIT AVAIL

vLLM: ZeroMQ socket exposure enables DoS in multi-node

CVE-2025-30202
7.5
EPSS 0.4%
DoS Data Leakage Inference Framework
vllm CWE-770 127 4 ATLAS
MEDIUM EXPLOIT AVAIL

transformers: ReDoS in GPT-NeoX Japanese tokenizer

CVE-2025-1194
6.5
EPSS 0.1%
DoS Framework
transformers CWE-1333 7.9K 4 ATLAS
MEDIUM

n8n: stored XSS enables account takeover

CVE-2025-46343
5.4
EPSS 0.1%
Auth Bypass Code Execution Agent Framework
n8n 16 5 ATLAS
CRITICAL EXPLOIT AVAIL

PyTorch: RCE bypasses weights_only=True safe-load guard

CVE-2025-32434
9.8
EPSS 1.2%
Code Execution Supply Chain Framework Model Inference
pytorch CWE-502 21.9K 6 ATLAS
MEDIUM EXPLOIT AVAIL

PyTorch: DoS via ctc_loss resource mishandling

CVE-2025-3730
5.5
EPSS 0.1%
DoS Framework
pytorch CWE-404 21.9K 3 ATLAS
CRITICAL EXPLOIT AVAIL

BentoML: RCE via insecure deserialization in runner

CVE-2025-32375
9.8
EPSS 67.3%
Code Execution Data Extraction Supply Chain Framework Inference
bentoml CWE-502 23 5 ATLAS
CRITICAL KEV SCANNER

Langflow: Unauth RCE via code injection endpoint

CVE-2025-3248
9.8
EPSS 91.8%
Code Execution Auth Bypass Framework Agent
langflow CWE-94 5 ATLAS

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