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Journal Articles
- 2021
[j2]Younghan Lee
, Mi-Lyang Kim, Seoyoun Hong:
Big-data Analytics: Exploring the Well-being Trend in South Korea Through Inductive Reasoning. KSII Trans. Internet Inf. Syst. 15(6): 1996-2011 (2021)- [j1]Ho Bae, Younghan Lee, Yohan Kim, Uiwon Hwang, Sungroh Yoon, Yunheung Paek:
Learn2Evade: Learning-Based Generative Model for Evading PDF Malware Classifiers. IEEE Trans. Artif. Intell. 2(4): 299-313 (2021)
Conference and Workshop Papers
- 2024
- [c6]Yungi Cho, Woorim Han, Miseon Yu, Younghan Lee, Ho Bae, Yunheung Paek:
VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purification. ESORICS (4) 2024: 291-312 - 2023
- [c5]Younghan Lee, Yungi Cho, Woorim Han, Ho Bae, Yunheung Paek:
FLGuard: Byzantine-Robust Federated Learning via Ensemble of Contrastive Models. ESORICS (4) 2023: 65-84 - [c4]Hyunjun Kim, Yungi Cho, Younghan Lee, Ho Bae, Yunheung Paek:
Exploring Clustered Federated Learning's Vulnerability against Property Inference Attack. RAID 2023: 236-249 - 2022
- [c3]Younghan Lee, Sohee Jun, Yungi Cho, Woorim Han, Hyungon Moon, Yunheung Paek:
Precise Extraction of Deep Learning Models via Side-Channel Attacks on Edge/Endpoint Devices. ESORICS (3) 2022: 364-383 - 2020
- [c2]Sunwoo Ahn, Hayoon Yi, Younghan Lee, Whoi Ree Ha, Giyeol Kim, Yunheung Paek:
Hawkware: Network Intrusion Detection based on Behavior Analysis with ANNs on an IoT Device. DAC 2020: 1-6 - 2019
- [c1]Dongil Hwang, Myonghoon Yang, Seongil Jeon, Younghan Lee, Donghyun Kwon, Yunheung Paek:
RiskiM: Toward Complete Kernel Protection with Hardware Support. DATE 2019: 740-745
Informal and Other Publications
- 2024
- [i4]Younghan Lee, Yungi Cho, Woorim Han, Ho Bae, Yunheung Paek:
FLGuard: Byzantine-Robust Federated Learning via Ensemble of Contrastive Models. CoRR abs/2403.02846 (2024) - [i3]Younghan Lee, Sohee Jun, Yungi Cho, Woorim Han, Hyungon Moon, Yunheung Paek:
Precise Extraction of Deep Learning Models via Side-Channel Attacks on Edge/Endpoint Devices. CoRR abs/2403.02870 (2024) - [i2]Yungi Cho, Woorim Han, Miseon Yu, Younghan Lee, Ho Bae, Yunheung Paek:
VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purification. CoRR abs/2408.15591 (2024) - 2018
- [i1]Hayoon Yi, Gyuwan Kim, Jangho Lee, Sunwoo Ahn, Younghan Lee, Sungroh Yoon, Yunheung Paek:
Extended Abstract: Mimicry Resilient Program Behavior Modeling with LSTM based Branch Models. CoRR abs/1803.09171 (2018)
Coauthor Index
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