2 papers
cs.LG2022
Resisting Adversarial Attacks in Deep Neural Networks using Diverse Decision Boundaries
Manaar Alam, Shubhajit Datta, Debdeep Mukhopadhyay +2
The security of deep learning (DL) systems is an extremely important field of study as they are being deployed in several applications due to their ever-improving performance to so…
cs.IT2015
Approximation of Capacity for ISI Channels with One-bit Output Quantization
Radha Krishna Ganti, Andrew Thangaraj, Arijit Mondal
Motivated by recent high bandwidth communication systems, Inter-Symbol Interference (ISI) channels with 1-bit quantized output are considered under an average-power-constrained con…