Classifying Genuine Face images from Disguised Face Images. - Junyaup Kim; Siho Han; Simon S. Woo (IEEE BigData, 2019)

T-GD: Transferable GAN-generated Images Detection Framework. - Hyeonseong Jeon; Youngoh Bang; Junyaup Kim; Simon S. Woo (ICML, 2020)

TAR: Generalized Forensic Framework to Detect Deepfakes Using Weakly Supervised Learning. - Sangyup Lee; Shahroz Tariq; Junyaup Kim; Simon S. Woo (SEC, 2021)

Can Differential Privacy Practically Protect Collaborative Deep Learning Inference for the Internet of Things? - Jihyeon Ryu; Yifeng Zheng; Yansong Gao 001; Sharif Abuadbba; Junyaup Kim; Dongho Won; Surya Nepal; Hyoungshick Kim; Cong Wang 001 (CoRR, 2021)

Efficient Two-stage Model Retraining for Machine Unlearning. - Junyaup Kim; Simon S. Woo (CVPR Workshops, 2022)

Can differential privacy practically protect collaborative deep learning inference for IoT? - Jihyeon Ryu; Yifeng Zheng; Yansong Gao 001; Alsharif Abuadbba; Junyaup Kim; Dongho Won; Surya Nepal; Hyoungshick Kim; Cong Wang 001 (Wirel. Networks, 2024)