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AI Vulnerability Database
926 vulnerabilities tracked — CVEs, prompt injection, model exploits.
HIGH
CVE-2023-31024
NVIDIA GPU Driver Improper Input Validation Leading to Privilege Escalation on ML Hosts
NVIDIA GPU Display Driver (Windows) < 536.23
22 July 2025
9 views
Patched
HIGH
CVE-2025-28431
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Privilege Escalation in NVIDIA GPU Driver Allows Container Escape in Multi-Tenant AI Workloads
NVIDIA GPU Display Driver for Linux < 550.40.10
22 July 2025
30 views
Patched
CRITICAL
CVE-2025-21513
Heap-based Buffer Overflow in NVIDIA CUDA cuDNN Library for Transformer Kernels
NVIDIA GPU Driver < 555.43
NVIDIA cuDNN Library < 9.2.1
22 July 2025
24 views
Patched
HIGH
CVE-2025-42991
Arbitrary Code Execution in LangChain ReAct Agents via Tool-Name Shadowing
LangChain 0.1.10 to 0.2.4
22 July 2025
2 views
Patched
CRITICAL
LLM Agent Compromise via Malicious Function Tool Definition Injection
LLM Agents
LangChain Agents
Auto-GPT
BabyAGI
+1 more
22 July 2025
32 views
Unpatched
CRITICAL
Arbitrary Code Execution via Poisoned Model on Hugging Face Hub
Hugging Face Hub
PyTorch < 2.4
Transformers library (any version loading pickled models)
21 July 2025
5 views
Unpatched
CRITICAL
Remote Code Execution in Hugging Face Hub via Malicious Pickled Models
PyTorch
TensorFlow
Hugging Face Transformers
Any application loading `.pkl` or `.pt` files from untrusted sources
21 July 2025
8 views
Patched
HIGH
Trigger-based Model Backdoor on Hugging Face Hub Enables Remote Code Execution
Hugging Face Hub
Downstream applications using untrusted models
20 July 2025
5 views
Unpatched
CRITICAL
Supply Chain Attack via Poisoned 'Sleeper Agent' LLMs Enables Evasive Code Injection
Any organization using fine-tuned models from untrusted sources
Models from public hubs like Hugging Face Hub
In-house models trained on contaminated datasets
20 July 2025
9 views
Unpatched
HIGH
Backdoored 'Sleeper Agent' Model on Hugging Face Hub Enables Targeted Malicious Code Generation
Any system using untrusted, community-provided models from public hubs like Hugging Face
20 July 2025
4 views
Unpatched
HIGH
CVE-2023-31021
NVIDIA GPU Display Driver Kernel Mode Vulnerability Enables Privilege Escalation in AI Clusters
NVIDIA GPU Display Driver (Linux) < 535.129.03
NVIDIA GPU Display Driver (Linux) < 530.41.03
NVIDIA Studio Driver (Windows) < 546.01
20 July 2025
10 views
Patched
HIGH
CVE-2023-25501
NVIDIA Triton Inference Server Model Repository Path Traversal Allows Arbitrary File Read
NVIDIA Triton Inference Server <= 23.01
10 July 2025
3 views
Patched