Targeted Attack for Deep Hashing based Retrieval

@inproceedings{Bai2020TargetedAF,
  title={Targeted Attack for Deep Hashing based Retrieval},
  author={Jiawang Bai and B. Chen and Yiming Li and Dongxian Wu and Weiwei Guo and Shutao Xia and E. Yang},
  booktitle={ECCV},
  year={2020}
}
The deep hashing based retrieval method is widely adopted in large-scale image and video retrieval. However, there is little investigation on its security. In this paper, we propose a novel method, dubbed deep hashing targeted attack (DHTA), to study the targeted attack on such retrieval. Specifically, we first formulate the targeted attack as a point-to-set optimization, which minimizes the average distance between the hash code of an adversarial example and those of a set of objects with the… Expand
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