Tris ONNX Architectural Backdoor PoC

This repository is a public-safe proof-of-concept for an authorized Huntr model file vulnerability submission.

The ONNX model is structurally valid and passes onnx.checker.check_model(). It behaves normally for benign input and activates a parallel backdoor path only when a trigger value is provided.

Behavior

input_score decision_score
12.0 12.0
67.0 999.0

Class

PAIT-ONNX-200: ONNX Model Contains Architectural Backdoor

Boundary

This PoC does not execute operating system commands and is not a parser memory-corruption exploit. It demonstrates model-integrity risk through a valid ONNX graph with dormant triggered behavior.

Files

  • tris_onnx_architectural_backdoor_poc.onnx
  • tris_onnx_architectural_backdoor_poc_receipt.json
  • build_onnx_arch_backdoor_poc.py
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