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ORCIDClement Fung
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2020 – today
- 2024
[c5]Clement Fung, Eric Zeng, Lujo Bauer:
Attributions for ML-based ICS Anomaly Detection: From Theory to Practice. NDSS 2024- 2023
- [i4]Clement Fung, Chen Qiu, Aodong Li, Maja Rudolph:
Model Selection of Anomaly Detectors in the Absence of Labeled Validation Data. CoRR abs/2310.10461 (2023) - 2022
- [c4]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: 493-513 - 2021
- [j4]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): 1513-1525 (2021) - [c3]William Melicher, Clement Fung, Lujo Bauer, Limin Jia:
Towards a Lightweight, Hybrid Approach for Detecting DOM XSS Vulnerabilities with Machine Learning. WWW 2021: 2684-2695 - 2020
- [c2]Clement Fung, Chris J. M. Yoon, Ivan Beschastnikh:
The Limitations of Federated Learning in Sybil Settings. RAID 2020: 301-316
2010 – 2019
- 2019
- [j3]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): 42:1-42:5 (2019) - [c1]Clement Fung, Ivan Beschastnikh:
Brokered Agreements in Multi-Party Machine Learning. APSys 2019: 69-75 - 2018
- [i3]Clement Fung, Chris J. M. Yoon, Ivan Beschastnikh:
Mitigating Sybils in Federated Learning Poisoning. CoRR abs/1808.04866 (2018) - [i2]Clement Fung, Jamie Koerner, Stewart Grant, Ivan Beschastnikh:
Dancing in the Dark: Private Multi-Party Machine Learning in an Untrusted Setting. CoRR abs/1811.09712 (2018) - [i1]Muhammad Shayan, Clement Fung, Chris J. M. Yoon, Ivan Beschastnikh:
Biscotti: A Ledger for Private and Secure Peer-to-Peer Machine Learning. CoRR abs/1811.09904 (2018) - 2017
- [j2]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): 1 (2017) - 2016
- [j1]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): 14 (2016)
Coauthor Index
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