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Image Credit: Arxiv

Trojan Cleansing with Neural Collapse

  • Trojan Cleansing with Neural Collapse
  • Trojan attacks are sophisticated training-time attacks on neural networks that embed backdoor triggers.
  • The researchers connect trojan attacks to Neural Collapse, a phenomenon that affects over-parameterized neural networks.
  • They designed a mechanism to cleanse trojan attacks from different network architectures and demonstrated its efficacy.

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