Talks and Presentations
Past
Presentation, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2022, Singapore
Adversarial Robustness with Non-uniform Perturbations
NeurIPS 2021 Meetup Turkey, Inzva, Dec. 2021
Presentation and Poster, Conference on Neural Information Processing Systems (NeurIPS), Dec. 2021
Novel Information-Theoretic Views on Machine Learning: Information-Theoretic Privacy (Video)
Presentation, Oxford Machine Learning Summer School Un-Conference Track, August 2021
Poster, Workshop on Information-Theoretic Methods for Rigorous, Responsible, and Reliable Machine Learning (ITR3), ICML-21, July 2021
Machine Learning for Privacy: An Information-Theoretic Perspective
Invited Breakout Session Leading, Women in Machine Learning (WiML) Un-workshop, ICML-21, July 2021
Active Privacy-utility Trade-off Against a Hypothesis Testing Adversary
Poster, IEEE North American School of Information Theory (NASIT), June 2021 (Best Poster Award!)
Active Privacy-utility Trade-off Against a Hypothesis Testing Adversary
Presentation and Poster, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), June 2021, Toronto, Ontario, Canada
Adversarial Robustness with Non-uniform Perturbations
Presentation, Amazon Web Services (AWS), Feb. 2021, New York City, NY, USA
Adversarial Robustness for Malware Detection
Presentation, Amazon Web Services (AWS), Feb. 2021, New York City, NY, USA
Attacks and Defenses in Malware Detection Models
Presentation, Amazon Web Services (AWS), Nov. 2020, New York City, NY, USA
Privacy-aware Time-series Data Sharing with Deep Reinforcement Learning
Poster, The UK Cyber Security Ph.D. Winter School, Jan. 2020, Newcastle, UK
Privacy-aware Location Sharing with Deep Reinforcement Learning
Presentation, IEEE Workshop on Information Forensics and Security (WIFS), Dec. 2019, Delft, Netherlands
Privacy-cost Trade-off in a Smart Meter System with a Renewable Energy Source and a Rechargeable Battery
Poster, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2019, Brighton, UK
Path Planning and Localization for Mobile Anchor-based Wireless Sensor Networks
Presentation, European Signal Processing Conference (EUSIPCO), Oct. 2017, Kos, Greece
