Younghan Lee

Assistant Professor, Sungshin Women's University

Joined

May 2021

Names

Younghan Lee (Preferred)

Emails

****@gmail.com (Confirmed)

****@snu.ac.kr (Confirmed)

****@sungshin.ac.kr (Confirmed)

Personal Links

DBLP

ORCID

Semantic Scholar

Career & Education History

Assistant Professor

Sungshin Women's University (sungshin.ac.kr)

2024 – Present

PhD student

Seoul National University (snu.ac.kr)

2017 – 2024

Undergrad student

Imperial College London (imperial.ac.uk)

2013 – 2016

Advisors, Relations & Conflicts

Coauthor

Hyungon Moon

Present

PhD Advisor

Yunheung Paek

2017 – 2024

Expertise

LLM4Sec

Present

Sec4AI

Present

AI Security

Present

Publications

Exploring Clustered Federated Learning’s Vulnerability against Property Inference Attack
Hyunjun Kim, Yungi Cho, Younghan Lee, Ho Bae, Yunheung Paek
- RAID '23: Proceedings of the 26th International Symposium on Research in Attacks, Intrusions and Defenses
- Readers: Everyone
VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purification
Yungi Cho, Woorim Han, Miseon Yu, Younghan Lee, Ho Bae, Yunheung Paek
- ESORICS 2024
- Readers: Everyone
VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purification
Yungi Cho, Woorim Han, Miseon Yu, Younghan Lee, Ho Bae, Yunheung Paek
- CoRR 2024
- Readers: Everyone
FLGuard: Byzantine-Robust Federated Learning via Ensemble of Contrastive Models
Younghan Lee, Yungi Cho, Woorim Han, Ho Bae, Yunheung Paek
- CoRR 2024
- Readers: Everyone
Precise Extraction of Deep Learning Models via Side-Channel Attacks on Edge/Endpoint Devices
Younghan Lee, Sohee Jun, Yungi Cho, Woorim Han, Hyungon Moon, Yunheung Paek
- CoRR 2024
- Readers: Everyone
Exploring Clustered Federated Learning's Vulnerability against Property Inference Attack
Hyunjun Kim, Yungi Cho, Younghan Lee, Ho Bae, Yunheung Paek
- RAID 2023
- Readers: Everyone
Learn2Evade: Learning-Based Generative Model for Evading PDF Malware Classifiers
Ho Bae, Younghan Lee, Yohan Kim, Uiwon Hwang, Sungroh Yoon, Yunheung Paek
- IEEE Trans. Artif. Intell. 2021
- Readers: Everyone

View all 13 publications

Younghan Lee

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Exploring Clustered Federated Learning’s Vulnerability against Property Inference Attack

VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purification

VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purification

FLGuard: Byzantine-Robust Federated Learning via Ensemble of Contrastive Models

Precise Extraction of Deep Learning Models via Side-Channel Attacks on Edge/Endpoint Devices

Exploring Clustered Federated Learning's Vulnerability against Property Inference Attack

Learn2Evade: Learning-Based Generative Model for Evading PDF Malware Classifiers

Co-Authors