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Showing 1 to 1 of 1 for “"Dual-Layer Verification"”.

  1. Enhancing Proof-of-Learning Security Against Spoofing Attacks Using Model Watermarking

    … spoofing attacks that manipulate its subset-verification pathways and tolerance parameters. In parallel, model watermarking has become indispensable for safeguarding intellectual property and detecting unauthorized model usage. Motivated by these complementary strengths, this dissertation …

    embry-riddle Repository record for Enhancing Proof-of-Learning Security Against Spoofing Attacks Using Model Watermarking (opens in a new tab)