Myeongseob Ko

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Attack Detection

Learning Models

Top Venues

Publications

Myeongseob Ko, Feiyang Kang, Weiyan Shi, Ming Jin, Zhou Yu, Ruoxi Jia
The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes. CoRR (2024)
Myeongseob Ko, Ming Jin, Chenguang Wang, Ruoxi Jia
Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study. ICCV (2023)
Myeongseob Ko, Xinyu Yang, Zhengjie Ji, Hoang Anh Just, Peng Gao, Anoop Kumar, Ruoxi Jia
PrivMon: A Stream-Based System for Real-Time Privacy Attack Detection for Machine Learning Models. RAID (2023)
Hoang Anh Just, Feiyang Kang, Tianhao Wang, Yi Zeng, Myeongseob Ko, Ming Jin, Ruoxi Jia
LAVA: Data Valuation without Pre-Specified Learning Algorithms. ICLR (2023)
Myeongseob Ko, Ming Jin, Chenguang Wang, Ruoxi Jia
Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study. CoRR (2023)
Hoang Anh Just, Feiyang Kang, Jiachen T. Wang, Yi Zeng, Myeongseob Ko, Ming Jin, Ruoxi Jia
LAVA: Data Valuation without Pre-Specified Learning Algorithms. CoRR (2023)
Donghyun Kim, Suneung Kim, Mingi Kim, Myeongseob Ko, Kwangtaek Kim
Illumination Invariant Skin Texture Generation Using CGAN from a Single Image for Haptic Augmented Palpation. IRC (2019)
Suneung Kim, Myeongseob Ko, Kyungchai Lee, Mingi Kim, Kwangtaek Kim
3D fall detection for single camera surveillance systems on the street. SAS (2018)
Myeongseob Ko, Donghyun Kim, Kwangtaek Kim
GAN-Based Super Resolution for Accurate 3D Surface Reconstruction from Light Field Skin Images Towards Haptic Palpation. ICMLA (2018)