Compressive information acquisition with hardware impairments and constraints: A case study. - Soorya Gopalakrishnan; Tiffany Moy; Upamanyu Madhow; Naveen Verma (ICASSP, 2017)

Combating Adversarial Attacks Using Sparse Representations. - Soorya Gopalakrishnan; Zhinus Marzi; Upamanyu Madhow; Ramtin Pedarsani (ICLR (Workshop), 2018)

Sparsity-based Defense Against Adversarial Attacks on Linear Classifiers. - Zhinus Marzi; Soorya Gopalakrishnan; Upamanyu Madhow; Ramtin Pedarsani (ISIT, 2018)

Toward Robust Neural Networks via Sparsification. - Soorya Gopalakrishnan; Zhinus Marzi; Upamanyu Madhow; Ramtin Pedarsani (CoRR, 2018)

Robust Wireless Fingerprinting via Complex-Valued Neural Networks. - Soorya Gopalakrishnan; Metehan Cekic; Upamanyu Madhow (GLOBECOM, 2019)

Polarizing Front Ends for Robust Cnns. - Can Bakiskan; Soorya Gopalakrishnan; Metehan Cekic; Upamanyu Madhow; Ramtin Pedarsani (ICASSP, 2020)

Robust Wireless Fingerprinting: Generalizing Across Space and Time. - Metehan Cekic; Soorya Gopalakrishnan; Upamanyu Madhow (CoRR, 2020)

Signal Models for Robust Deep Learning. - Soorya Gopalakrishnan (2020)

Wireless Fingerprinting via Deep Learning: The Impact of Confounding Factors. - Metehan Cekic; Soorya Gopalakrishnan; Upamanyu Madhow (ACSCC, 2021)