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S

Simon S. Woo

sungkyunkwan university

26H-index
245Paper Count
2.7KCitation Count
Published Papers 24
Publication Date
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Toward trustworthy digital healthcare: A system-level convergence of IoMT, large language models, and explainable AI
errInformation Fusion
IF15.5
err2026-05-29
err0
PREAI
errMaria Bashir; Shaker El-Sappagh; Simon S. Woo; Dong In Kim; Tamer Abuhmed
errShare
errSave
Unlearning Comparator: A Visual Analytics System for Comparative Evaluation of Machine Unlearning Methods
errIEEE Transactions on Visualization and Computer Graphics
IF6.5
err2026-01-26
err0
PREAI
errJaeung Lee; Suhyeon Yu; Yurim Jang; Simon S. Woo; Jaemin Jo
errShare
errSave
Self-Disclosure of Mental Health via Deepfakes: Testing the Effects of Self-Deepfakes on Affective Resistance and Intention to Seek Mental Health Support
errHEALTH COMMUNICATION
IF2.7
err2025-12-01
err0
PREAI
errLee, Jiyoung; Dobmeier, Christopher M.; Heo, Minji; Woo, Simon Sungil
errShare
errSave
Development of Deep Learning-Based Algorithm for Extracting Abnormal Deceleration Patterns
errWORLD ELECTRIC VEHICLE JOURNAL
IF2.6
err2025-01-13
err0
errOAAI
errJun, Youngho; Kim, Minha; Lee, Kangjun; Woo, Simon S.
errShare
errSave
Stealthy Query-Efficient OpaqueAttack Against Interpretable Deep Learning
errIEEE Transactions on Reliability
IF5.7
err2025-01-01
err0
PREAI
errEldor Abdukhamidov; Mohammed Abuhamad; Simon S. Woo; Eric Chan-Tin; Tamer Abuhmed
errShare
errSave
Patch-wise vector quantization for unsupervised medical anomaly detection
errPATTERN RECOGNITION LETTERS
IF3.3
err2024-08-01
err0
PREAI
errKim, Taejune; Lee, Yun-Gyoo; Jeong, Inho; Ham, Soo-Youn; Woo, Simon S.
errShare
errSave
Hardening Interpretable Deep Learning Systems: Investigating Adversarial Threats and Defenses
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2024-07-01
err2
PREAI
errAbdukhamidov, Eldor; Abuhamad, Mohammed; Woo, Simon S.; Chan-Tin, Eric; Abuhmed, Tamer
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errSave
A real-world pharmacovigilance study on cardiovascular adverse events of tisagenlecleucel using machine learning approach
errSCIENTIFIC REPORTS
IF3.9
err2024-06-13
err0
errOAAI
errJung, Juhong; Kim, Ju Hwan; Bae, Ji-Hwan; Woo, Simon S.; Lee, Hyesung; Shin, Ju-Young
errShare
errSave
DID We Miss Anything?: Towards Privacy-Preserving Decentralized ID Architecture
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2023-11-01
err6
PREAI
errHuh, Siwon; Shim, Myungkyu; Lee, Jihwan; Woo, Simon S.; Kim, Hyoungshick; Lee, Hojoon
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errSave
An overhead-free region-based JPEG framework for task-driven image compression
errPATTERN RECOGNITION LETTERS
IF3.3
err2023-01-01
err8
PREAI
errJeong, Seonghye; Jeong, Seongmoon; Woo, Simon S.; Ko, Jong Hwan
errShare
errSave
Expectation-Maximization via Pretext-Invariant Representations
errIEEE ACCESS
IF3.6
err2023-01-01
err2
errOAAI
errOinar, Chingis; Le, Binh M.; Woo, Simon S. S.
errShare
errSave
KappaFace: Adaptive Additive Angular Margin Loss for Deep Face Recognition
errIEEE ACCESS
IF3.6
err2023-01-01
err0
errOAAI
errOinar, Chingis; Le, Binh; Woo, Simon S.
errShare
errSave
PasswordTensor: Analyzing and explaining password strength using tensor decomposition
errCOMPUTERS & SECURITY
IF5.4
err2022-05-01
err4
PREAI
errShin, Youjin; Woo, Simon S.
errShare
errSave
A Survey of Deep Learning-Based Object Detection Methods and Datasets for Overhead Imagery
errIEEE ACCESS
IF3.6
err2022-01-01
err40
errOAAI
errKang, Junhyung; Tariq, Shahroz; Oh, Han; Woo, Simon S.
errShare
errSave
Neural network laundering: Removing black-box backdoor watermarks from deep neural networks
errCOMPUTERS & SECURITY
IF5.4
err2021-07-01
err34
errOAAI
errAiken, William; Kim, Hyoungshick; Woo, Simon; Ryoo, Jungwoo
errShare
errSave
Detecting handcrafted facial image manipulations and GAN-generated facial images using Shallow-FakeFaceNet
errAPPLIED SOFT COMPUTING
IF6.6
err2021-07-01
err42
PREAI
errLee, Sangyup; Tariq, Shahroz; Shin, Youjin; Woo, Simon S.
errShare
errSave
A Security Analysis of Blockchain-Based Did Services
errIEEE ACCESS
IF3.6
err2021-01-01
err21
errOAAI
errKim, Bong Gon; Cho, Young-Seob; Kim, Seok-Hyun; Kim, Hyoungshick; Woo, Simon S.
errShare
errSave
Will EU's GDPR Act as an Effective Enforcer to Gain Consent?
errIEEE ACCESS
IF3.6
err2021-01-01
err5
errOAAI
errOh, Junhyoung; Hong, Jinhyoung; Lee, Changsoo; Lee, Jemin Justin; Woo, Simon S.; Lee, Kyungho
errShare
errSave
CAN-ADF: The controller area network attack detection framework
errCOMPUTERS & SECURITY
IF5.4
err2020-07-01
err48
PREAI
errTariq, Shahroz; Lee, Sangyup; Kim, Huy Kang; Woo, Simon S.
errShare
errSave
Real Time Localized Air Quality Monitoring and Prediction Through Mobile and Fixed IoT Sensing Network
errIEEE ACCESS
IF3.6
err2020-01-01
err36
errOAAI
errZhang, Dan; Woo, Simon S.
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
S
Sang Yup Lee
H-index: 137 · Papers: 3.1K
D
Dong In Kim
H-index: 76 · Papers: 762
H
Huy Kang Kim
H-index: 37 · Papers: 286
J
Jelena Mirković
H-index: 35 · Papers: 172
H
Hyoungshick Kim
H-index: 35 · Papers: 316
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