Clement Fung

17 papers A* 2A 3Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A conf
Adopting AI to Protect Industrial Control Systems: Assessing Challenges and Opportunities from the Operators' Perspective.
SOUPS
Clement Fung, Eric Zeng, Lujo Bauer
2025 J jnl
Attacking Autonomous Driving Agents with Adversarial Machine Learning: A Holistic Evaluation with the CARLA Leaderboard.
CoRR
Henry Wong, Clement Fung, Weiran Lin, Karen Li, Stanley Chen, Lujo Bauer
2025 J jnl
Model Selection of Anomaly Detectors in the Absence of Labeled Validation Data.
IEEE Trans. Artif. Intell.
Clement Fung, Chen Qiu, Aodong Li, Maja Rudolph
2024 A* conf
Attributions for ML-based ICS Anomaly Detection: From Theory to Practice.
NDSS
Clement Fung, Eric Zeng, Lujo Bauer
2024 A conf
Targeted Image Transformation for Improving Robustness in Long Range Aircraft Detection.
IROS
Rebecca Martin, Clement Fung, Nikhil Varma Keetha, Lujo Bauer, Sebastian A. Scherer
2023 J jnl
Model Selection of Anomaly Detectors in the Absence of Labeled Validation Data.
CoRR
Clement Fung, Chen Qiu, Aodong Li, Maja Rudolph
2022 — conf
Perspectives from a Comprehensive Evaluation of Reconstruction-based Anomaly Detection in Industrial Control Systems.
ESORICS (3)
Clement Fung, Shreya Srinarasi, Keane Lucas, Hay Bryan Phee, Lujo Bauer
2021 J jnl
Biscotti: A Blockchain System for Private and Secure Federated Learning.
IEEE Trans. Parallel Distributed Syst.
Muhammad Shayan, Clement Fung, Chris J. M. Yoon, Ivan Beschastnikh
2021 A* conf
Towards a Lightweight, Hybrid Approach for Detecting DOM XSS Vulnerabilities with Machine Learning.
WWW
William Melicher, Clement Fung, Lujo Bauer, Limin Jia
2020 A conf
The Limitations of Federated Learning in Sybil Settings.
RAID
Clement Fung, Chris J. M. Yoon, Ivan Beschastnikh
2019 J jnl
BPG: Seamless, automated and interactive visualization of scientific data.
BMC Bioinform.
Christine P'ng, Jeffrey Green, Lauren C. Chong, Daryl Waggott, Stephenie D. Prokopec, Mehrdad Shamsi, Francis Nguyen, Denise Y. F. Mak, Felix Lam, Marco A. Albuquerque, Ying Wu, Esther H. Jung, Maud H. W. Starmans, Michelle A. Chan-Seng-Yue, Cindy Q. Yao, Bianca Liang, Emilie Lalonde, Syed Haider, Nicole A. Simone, Dorota H. Sendorek, Kenneth C. Chu, Nathalie C. Moon, Natalie S. Fox, Michal R. Grzadkowski, Nicholas J. Harding, Clement Fung, Amanda R. Murdoch, Kathleen E. Houlahan, Jianxin Wang, David R. Garcia, Richard de Borja, Ren X. Sun, Xihui Lin, Gregory M. Chen, Aileen Lu, Yu-Jia Shiah, Amin Zia, Ryan Kearns, Paul C. Boutros
2019 — conf
Brokered Agreements in Multi-Party Machine Learning.
APSys
Clement Fung, Ivan Beschastnikh
2018 J jnl
Biscotti: A Ledger for Private and Secure Peer-to-Peer Machine Learning.
CoRR
Muhammad Shayan, Clement Fung, Chris J. M. Yoon, Ivan Beschastnikh
2018 J jnl
Dancing in the Dark: Private Multi-Party Machine Learning in an Untrusted Setting.
CoRR
Clement Fung, Jamie Koerner, Stewart Grant, Ivan Beschastnikh
2018 J jnl
Mitigating Sybils in Federated Learning Poisoning.
CoRR
Clement Fung, Chris J. M. Yoon, Ivan Beschastnikh
2017 J jnl
Erratum to: A bedr way of genomic interval processing.
Source Code Biol. Medicine
Syed Haider, Daryl Waggott, Emilie Lalonde, Clement Fung, Fei-Fei Liu, Paul C. Boutros
2016 J jnl
A bedr way of genomic interval processing.
Source Code Biol. Medicine
Syed Haider, Daryl Waggott, Emilie Lalonde, Clement Fung, Fei-Fei Liu, Paul C. Boutros