On the Brittleness of Robust Features: An Exploratory Analysis of Model Robustness and Illusionary Robust Features.
Proceedings of the 2023 IEEE Security and Privacy Workshops (SPW), 2023
Less is More: A privacy-respecting Android malware classifier using federated learning.
Proc. Priv. Enhancing Technol., 2021
Beyond federated learning: On confidentiality-critical machine learning applications in industry.
Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), 2020
Improving Privacy Through Fast Passive Wi-Fi Scanning.
Proceedings of the Secure IT Systems, 2019
Inside Job: Applying Traffic Analysis to Measure Tor from Within.
Proceedings of the 25th Annual Network and Distributed System Security Symposium, 2018
The Odyssey: Modeling Privacy Threats in a Brave New World.
Proceedings of the 2018 IEEE European Symposium on Security and Privacy Workshops, 2018