[Re] Subspace Attack: Exploiting Promising Subspaces for Query-Efficient Black-box AttacksDownload PDF

29 Dec 2019 (modified: 13 Oct 2020)NeurIPS 2019 Reproducibility Challenge Blind ReportReaders: Everyone
  • Abstract: As part of the NeurIPS 2019 Reproducibility Challenge, we chose to attempt reproduce the attack algorithm proposed in ``Subspace Attack: Exploiting Promising Subspaces for Query-Efficient Black-box Attacks''. Our reported results are better than the original paper in terms of the median number of queries per attack, but worse in terms of failure rate. A concise assessment of our implementation is also included.
  • Track: Replicability
  • NeurIPS Paper Id: https://openreview.net/forum?id=S1g-OVBl8r
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