TensorScope

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🤖 Demo website

This is a testing tool named TensorScope to generate test cases to test cross deep learning framework APIs. Please read the paper for the details.

Here are the bugs found by Tensorscope: Buglist

Cite

If you use TensorScope in your work, consider citing our paper presented at USENIX Sec'23 :)

@inproceedings{deng2023differential,
  title={Differential Testing of Cross Deep Learning Framework $\{$APIs$\}$: Revealing Inconsistencies and Vulnerabilities},
  author={Deng, Zizhuang and Meng, Guozhu and Chen, Kai and Liu, Tong and Xiang, Lu and Chen, Chunyang},
  booktitle={32nd USENIX Security Symposium (USENIX Security 23)},
  pages={7393--7410},
  year={2023}
}