Won Park

17 papers A* 3B 3Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2023 — —
Crafting Machine Learning Defenses against Adversaries
Won Park
2023 J jnl
Turning a Curse into a Blessing: Enabling In-Distribution-Data-Free Backdoor Removal via Stabilized Model Inversion.
Trans. Mach. Learn. Res.
Si Chen, Yi Zeng, Won Park, Jiachen T. Wang, Xun Chen, Lingjuan Lyu, Zhuoqing Mao, Ruoxi Jia
2022 A* conf
Adversarial Unlearning of Backdoors via Implicit Hypergradient.
ICLR
Yi Zeng, Si Chen, Won Park, Zhuoqing Mao, Ming Jin, Ruoxi Jia
2022 — conf
Autoencoder for Network Anomaly Detection.
M&N
Won Park, Nicolas Ferland, Wenting Sun
2022 B conf
Graph Neural Network based Root Cause Analysis Using Multivariate Time-series KPIs for Wireless Networks.
NOMS
Chia-Cheng Yen, Wenting Sun, Hakimeh Purmehdi, Won Park, Kunal Rajan Deshmukh, Nishank Thakrar, Omar Nassef, Adam Jacobs
2021 J jnl
Adversarial Unlearning of Backdoors via Implicit Hypergradient.
CoRR
Yi Zeng, Si Chen, Won Park, Z. Morley Mao, Ming Jin, Ruoxi Jia
2021 A* conf
Rethinking the Backdoor Attacks' Triggers: A Frequency Perspective.
ICCV
Yi Zeng, Won Park, Z. Morley Mao, Ruoxi Jia
2021 J jnl
Rethinking the Backdoor Attacks' Triggers: A Frequency Perspective.
CoRR
Yi Zeng, Won Park, Z. Morley Mao, Ruoxi Jia
2021 B conf
Sensor Adversarial Traits: Analyzing Robustness of 3D Object Detection Sensor Fusion Models.
ICIP
Won Park, Nan Liu, Qi Alfred Chen, Z. Morley Mao
2021 J jnl
Sensor Adversarial Traits: Analyzing Robustness of 3D Object Detection Sensor Fusion Models.
CoRR
Won Park, Nan Liu, Qi Alfred Chen, Z. Morley Mao
2020 — conf
Minority Reports Defense: Defending Against Adversarial Patches.
ACNS Workshops
Michael McCoyd, Won Park, Steven Chen, Neil Shah, Ryan Roggenkemper, Minjune Hwang, Jason Xinyu Liu, David A. Wagner
2020 J jnl
Minority Reports Defense: Defending Against Adversarial Patches.
CoRR
Michael McCoyd, Won Park, Steven Chen, Neil Shah, Ryan Roggenkemper, Minjune Hwang, Jason Xinyu Liu, David A. Wagner
2019 A* conf
Adversarial Sensor Attack on LiDAR-based Perception in Autonomous Driving.
CCS
Yulong Cao, Chaowei Xiao, Benjamin Cyr, Yimeng Zhou, Won Park, Sara Rampazzi, Qi Alfred Chen, Kevin Fu, Z. Morley Mao
2019 J jnl
Adversarial Sensor Attack on LiDAR-based Perception in Autonomous Driving.
CoRR
Yulong Cao, Chaowei Xiao, Benjamin Cyr, Yimeng Zhou, Won Park, Sara Rampazzi, Qi Alfred Chen, Kevin Fu, Z. Morley Mao
2018 J jnl
Detecting Potential Insider Threat: Analyzing Insiders' Sentiment Exposed in Social Media.
Secur. Commun. Networks
Won Park, Youngin You, Kyungho Lee
2018 B conf
Inferring Phone Location State.
WiMob
Steven Chen, Won Park, Joanna Yang, David A. Wagner
1999 — conf
A study on a pitch alteration by using the formant and phase compensation technique.
EUROSPEECH
Won Park, Hyung-Bin Park, Myung-Jin Bae