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SS-TUAA

Official implementation of the ICASSP2024 paper: Exploring Targeted Universal Adversarial Attack for Deep Hashing

Train

Deep hashing models

cd Hash
python DPSH.py
python DSDH.py

TUAP generation

We first generate anchor code by running

cd attacks
python CAE.py

Under the supervision of CAE, and we can generate TUAP by running

cd attacks
python UAP.py

Citation

If you find our code useful, please consider citing our paper:

@inproceedings{zhu2024exploring,
  title={Exploring Targeted Universal Adversarial Attack for Deep Hashing},
  author={Zhu, Fei and Zhang, Wanqian and Wu, Dayan and Wang, Lin and Li, Bo and Wang, Weiping},
  booktitle={ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={3335--3339},
  year={2024},
  organization={IEEE}
}

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