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Seong Oun Hwang

gachon university

29H-index
231Paper Count
2.8KCitation Count
Published Papers 70
Publication Date
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AutoKFL: Linux Kernel Fault Localization via ReAct-Based Multi-Agent Framework with Dynamic Crash Reproduction
errSensors
IF3.5
err2026-07-02
err0
errOAAI
errJungWoo Park; Minju Kang; Seungho Jeon; Seong Oun Hwang
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errSave
A Sensitivity-Aware and PSO-Driven Differential Privacy Method With Customized Budgets for Structured Data Perturbation
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-03-12
err0
PREAI
errAbdul Majeed; Carsten Maple; Seong Oun Hwang
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errSave
Innovative Multiscroll 6-D Jerk Chaotic System and Its Application in Telemedicine
errIEEE Internet of Things Journal
IF8.9
err2026-03-09
err0
PREAI
errNoor Munir; Hairong Lin; Seong Oun Hwang
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errSave
Advancing IoT-Driven Transportation Security: A Comprehensive Review of Privacy-Preserving Identity-Based Encryption With Quantum Enhancements
errIEEE Open Journal of Intelligent Transportation Systems
IF5.3
err2026-01-01
err0
errOAAI
errHafiz Muhammad Waseem; Noor Munir; Seong Oun Hwang
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Variational Depth Estimation for Endoscopic Images: A Lightweight Unsupervised Learning Approach
errIEEE Access
IF3.6
err2026-01-01
err0
errOAAI
errRehman Abdul; Abdul Majeed; Seong Oun Hwang
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errSave
Curriculum Learning and Pattern-Aware Highly Efficient Privacy-Preserving Scheme for Mixed Data Outsourcing with Minimal Utility Loss
errAPPLIED SCIENCES-BASEL
IF2.5
err2025-11-06
err0
errOAAI
errMajeed, Abdul; Lee, Kyunghyun; Hwang, Seong Oun
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errSave
AuGQ: Augmented quantization granularity to overcome accuracy degradation for sub-byte quantized deep neural networks
errAPPLIED INTELLIGENCE
IF3.5
err2025-05-01
err0
PREAI
errMujtaba, Ahmed; Lee, Wai Kong; Ko, Byoung Chul; Chang, Hyung Jin; Hwang, Seong Oun
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errSave
Solving Truthfulness-Privacy Trade-Off in Mixed Data Outsourcing by Using Data Balancing and Attribute Correlation-Aware Differential Privacy
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errMajeed, Abdul; Hwang, Seong Oun
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A Data-Centric <inline-formula><tex-math notation="LaTeX">$\ell$</tex-math><alternatives><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>ℓ</mml:mi></mml:math><inline-graphic xlink:href="hwang-ieq1-3524832.gif" xmlns:xlink="http://www.w3.org/1999/xlink"/></alternatives></inline-formula>-Diversity Model for Securely Publishing Personal Data With Enhanced Utility
errIEEE Transactions on Big Data
IF5.7
err2025-01-01
err0
PREAI
errAbdul Majeed; Seong Oun Hwang
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Privacy-Preserving Learning Model Using Lightweight Encryption for Visual Sensing Industrial IoT Devices
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2025-01-01
err2
PREAI
errDeebak, B. D.; Hwang, Seong Oun
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errSave
When Poor-Quality Data Meet Anonymization Models: Threats and Countermeasures
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errMajeed, Abdul; Hwang, Seong Oun
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errSave
An Optimal Two-Step Approach for Defense Against Poisoning Attacks in Federated Learning
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errAli, Yasir; Han, Kyung Hyun; Majeed, Abdul; Lim, Joon S.; Hwang, Seong Oun
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errSave
A Data-Driven Feature Extraction Method Based on Data Supplement for Human Activity Recognition
errIEEE SENSORS JOURNAL
IF4.5
err2024-07-15
err0
PREAI
errYi, Myung-Kyu; Hwang, Seong Oun
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Efficient TMVP-Based Polynomial Convolution on GPU for Post-Quantum Cryptography Targeting IoT Applications
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-07-01
err0
PREAI
errHafeez, Muhammad Asfand; Lee, Wai-Kong; Karmakar, Angshuman; Hwang, Seong Oun
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Towards Unlocking the Hidden Potentials of the Data-Centric AI Paradigm in the Modern Era
errAPPLIED SYSTEM INNOVATION
IF3.7
err2024-06-24
err0
errOAAI
errMajeed, Abdul; Hwang, Seong Oun
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errSave
Healthcare Applications Using Blockchain With a Cloud-Assisted Decentralized Privacy-Preserving Framework
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-05-01
err5
PREAI
errDeebak, Bakkiam David; Hwang, Seong Oun
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errSave
Privacy Preserving Based on Seamless Authentication With Provable Key Verification Using mIoMT for B5G-Enabled Healthcare Systems
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2024-05-01
err1
PREAI
errDeebak, B. D.; Hwang, Seong Oun
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errSave
High Throughput Lattice-Based Signatures on GPUs: Comparing Falcon and Mitaka
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2024-04-01
err4
PREAI
errLee, Wai-Kong; Zhao, Raymond K.; Steinfeld, Ron; Sakzad, Amin; Hwang, Seong Oun
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errSave
Towards Optimization of Privacy-Utility Trade-Off Using Similarity and Diversity Based Clustering
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
IF5.4
err2024-01-01
err2
PREAI
errMajeed, Abdul; Khan, Safiullah; Hwang, Seong Oun
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errSave
Solving the Privacy-Equity Trade-off in Data Sharing By Using Homophily, Diversity, and t-Closeness Based Anonymity Algorithm
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errMajeed, Abdul; Hwang, Seong Oun
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Muhammad Adnan Khan
H-index: 62 · Papers: 404
J
Jawad Ahmad
H-index: 56 · Papers: 401
C
Carsten Maple
H-index: 49 · Papers: 634
S
Sagheer Abbas
H-index: 48 · Papers: 180
H
Hairong Lin
H-index: 39 · Papers: 92
View more