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tensorrt-crash-poc
Madhan-Alagarsamy/tensorrt-crash-poc
tensorrt-crash-poc is a machine learning model from Madhan-Alagarsamy. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This repository contains a proof-of-concept (PoC) .engine file designed to trigger a memory corruption vulnerability in NVIDIA TensorRT's C++ backend via Python bindings.
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Updated Feb 1, 2026
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At a glance
- Access
- Public
- Created
- Feb 1, 2026
- Updated
- Feb 1, 2026
- SHA
- 324ec0d4
Model card
From the Hugging Face model README
TensorRT Deserialization Memory Corruption PoC
This repository contains a proof-of-concept (PoC) .engine file designed to trigger a memory corruption vulnerability in NVIDIA TensorRT's C++ backend via Python bindings.
Vulnerability Details:
- Target Function:
tensorrt.Runtime.deserialize_cuda_engine - Issue: Improper validation of length-prefixes in the engine header leading to a Segmentation Fault/Kernel crash.
- Potential Impact: Remote Code Execution (RCE) / Denial of Service (DoS).
How to Reproduce:
- Install
tensorrtlibrary. - Load the
plugin_rce.enginefile usingtrt.Runtime. - Observe the system-level crash/session restart.
- Created
- Feb 1, 2026
- Updated
- Feb 1, 2026