2023
An Exact Poly-Time Membership-Queries Algorithm for Extracting a Three-Layer ReLU Network
ICLR 2023poster
We consider the natural problem of learning a ReLU network from queries, which was recently remotivated by model extraction attacks. In this work, we present a polynomial-time algorithm that can learn a depth-two ReLU network from queries under mild general position assumptions. We also present a po…