Soorya Gopalakrishnan

According to our database, Soorya Gopalakrishnan authored at least 9 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Wireless Fingerprinting via Deep Learning: The Impact of Confounding Factors.

Metehan Cekic, Soorya Gopalakrishnan, Upamanyu Madhow

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Signal Models for Robust Deep Learning.

Soorya Gopalakrishnan

PhD thesis, 2020

Robust Wireless Fingerprinting: Generalizing Across Space and Time.

Metehan Cekic, Soorya Gopalakrishnan, Upamanyu Madhow

CoRR, 2020

Polarizing Front Ends for Robust Cnns.

Can Bakiskan, Soorya Gopalakrishnan, Metehan Cekic, Upamanyu Madhow, Ramtin Pedarsani

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Robust Wireless Fingerprinting via Complex-Valued Neural Networks.

Soorya Gopalakrishnan, Metehan Cekic, Upamanyu Madhow

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

Toward Robust Neural Networks via Sparsification.

Soorya Gopalakrishnan, Zhinus Marzi, Upamanyu Madhow, Ramtin Pedarsani

CoRR, 2018

Sparsity-based Defense Against Adversarial Attacks on Linear Classifiers.

Zhinus Marzi, Soorya Gopalakrishnan, Upamanyu Madhow, Ramtin Pedarsani

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Combating Adversarial Attacks Using Sparse Representations.

Soorya Gopalakrishnan, Zhinus Marzi, Upamanyu Madhow, Ramtin Pedarsani

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Compressive information acquisition with hardware impairments and constraints: A case study.

Soorya Gopalakrishnan, Tiffany Moy, Upamanyu Madhow, Naveen Verma

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017