Clement Fung

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 12

Top Topics

Machine Learning

Interactive Visual

Top Venues

Source Code Biol. Medicine

Publications

Clement Fung, Chen Qiu, Aodong Li, Maja Rudolph
Model Selection of Anomaly Detectors in the Absence of Labeled Validation Data. CoRR (2023)
Clement Fung, Shreya Srinarasi, Keane Lucas, Hay Bryan Phee, Lujo Bauer
Perspectives from a Comprehensive Evaluation of Reconstruction-based Anomaly Detection in Industrial Control Systems. ESORICS (3) (2022)
Muhammad Shayan, Clement Fung, Chris J. M. Yoon, Ivan Beschastnikh
Biscotti: A Blockchain System for Private and Secure Federated Learning. IEEE Trans. Parallel Distributed Syst. 32 (7) (2021)
William Melicher, Clement Fung, Lujo Bauer, Limin Jia
Towards a Lightweight, Hybrid Approach for Detecting DOM XSS Vulnerabilities with Machine Learning. WWW (2021)
Clement Fung, Chris J. M. Yoon, Ivan Beschastnikh
The Limitations of Federated Learning in Sybil Settings. RAID (2020)
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
BPG: Seamless, automated and interactive visualization of scientific data. BMC Bioinform. 20 (1) (2019)
Clement Fung, Ivan Beschastnikh
Brokered Agreements in Multi-Party Machine Learning. APSys (2019)
Muhammad Shayan, Clement Fung, Chris J. M. Yoon, Ivan Beschastnikh
Biscotti: A Ledger for Private and Secure Peer-to-Peer Machine Learning. CoRR (2018)
Clement Fung, Jamie Koerner, Stewart Grant, Ivan Beschastnikh
Dancing in the Dark: Private Multi-Party Machine Learning in an Untrusted Setting. CoRR (2018)
Clement Fung, Chris J. M. Yoon, Ivan Beschastnikh
Mitigating Sybils in Federated Learning Poisoning. CoRR (2018)
Syed Haider, Daryl Waggott, Emilie Lalonde, Clement Fung, Fei-Fei Liu, Paul C. Boutros
Erratum to: A bedr way of genomic interval processing. Source Code Biol. Medicine 12 (1) (2017)
Syed Haider, Daryl Waggott, Emilie Lalonde, Clement Fung, Fei-Fei Liu, Paul C. Boutros
A bedr way of genomic interval processing. Source Code Biol. Medicine 11 (1) (2016)