Junyaup Kim

According to our database, Junyaup Kim authored at least 6 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Can differential privacy practically protect collaborative deep learning inference for IoT?

Jihyeon Ryu, Yifeng Zheng, Yansong Gao, Alsharif Abuadbba, Junyaup Kim, Dongho Won, Surya Nepal, Hyoungshick Kim, Cong Wang

Wirel. Networks, August, 2024

2022

Efficient Two-stage Model Retraining for Machine Unlearning.

Junyaup Kim, Simon S. Woo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Can Differential Privacy Practically Protect Collaborative Deep Learning Inference for the Internet of Things?

Jihyeon Ryu, Yifeng Zheng, Yansong Gao, Sharif Abuadbba, Junyaup Kim, Dongho Won, Surya Nepal, Hyoungshick Kim, Cong Wang

CoRR, 2021

TAR: Generalized Forensic Framework to Detect Deepfakes Using Weakly Supervised Learning.

Sangyup Lee, Shahroz Tariq, Junyaup Kim, Simon S. Woo

Proceedings of the ICT Systems Security and Privacy Protection, 2021

2020

T-GD: Transferable GAN-generated Images Detection Framework.

Hyeonseong Jeon, Youngoh Bang, Junyaup Kim, Simon S. Woo

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Classifying Genuine Face images from Disguised Face Images.

Junyaup Kim, Siho Han, Simon S. Woo

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019