Gopalakrishnan, Soorya

1. Combating Adversarial Attacks Using Sparse Representations
   2018/03/11 by Soorya Gopalakrishnan, Zhinus Marzi, Gopalakrishnan, Soorya +5 · 4 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Integrated Circuits and Semiconductor Failure Analysis
2. Sparsity-based Defense against Adversarial Attacks on Linear Classifiers
   2018/01/15 by Marzi, Zhinus, Gopalakrishnan, Soorya, Madhow, Upamanyu +1 · 1 citation
   #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Robust Wireless Fingerprinting via Complex-Valued Neural Networks
   2019/05/19 by Gopalakrishnan, Soorya, Cekic, Metehan, Madhow, Upamanyu · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
4. Robust Adversarial Learning via Sparsifying Front Ends
   2018/10/24 by Soorya Gopalakrishnan, Gopalakrishnan, Soorya, Zhinus Marzi +7 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications