Quantum secure learning with classical samples
Sign Up to like & getrecommendations! Published in 2021 at "Physical Review A"
DOI: 10.1103/physreva.103.042409
Abstract: Studies addressing the question “Can a learner complete the learning securely?” have recently been spurred from the standpoints of fundamental theory and potential applications. In the relevant context of this question, we present a classical-quantum… read more here.
Keywords: condition; learning classical; security; quantum ... See more keywords
Secure Q-Learning of Fuzzy Markov Jump Systems Under Malicious Attacks: A Homotopic Scheme.
Sign Up to like & getrecommendations! Published in 2025 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2025.3634171
Abstract: This article proposes a novel reinforcement learning (RL)-based secure control policy for nonlinear Markov jump systems (MJSs) subject to false data injection attacks (FDIAs). First, the Takagi-Sugeno (T-S) fuzzy model is applied to describe the… read more here.
Keywords: markov jump; secure learning; learning fuzzy; jump systems ... See more keywords