Exploring and mitigating privacy threats of HTML5 geolocation API. - Hyungsub Kim; Sangho Lee 001; Jong Kim 001 (ACSAC, 2014)

Identifying Cross-origin Resource Status Using Application Cache. - Sangho Lee 001; Hyungsub Kim; Jong Kim 001 (NDSS, 2015)

Inferring browser activity and status through remote monitoring of storage usage. - Hyungsub Kim; Sangho Lee 001; Jong Kim 001 (ACSAC, 2016)

PGFUZZ: Policy-Guided Fuzzing for Robotic Vehicles. - Hyungsub Kim; Muslum Ozgur Ozmen; Antonio Bianchi; Z. Berkay Celik; Dongyan Xu (NDSS, 2021)

M2MON: Building an MMIO-based Security Reference Monitor for Unmanned Vehicles. - Arslan Khan; Hyungsub Kim; Byoungyoung Lee; Dongyan Xu; Antonio Bianchi; Dave (Jing) Tian (USENIX Security Symposium, 2021)

PGPatch: Policy-Guided Logic Bug Patching for Robotic Vehicles. - Hyungsub Kim; Muslum Ozgur Ozmen; Z. Berkay Celik; Antonio Bianchi; Dongyan Xu (SP, 2022)

Optimal Resource Allocation Considering Non-Uniform Spatial Traffic Distribution in Ultra-Dense Networks: A Multi-Agent Reinforcement Learning Approach. - Eunjin Kim; Hyun-Ho Choi; Hyungsub Kim; Jeehyeon Na; Howon Lee (IEEE Access, 2022)

Multi-agent Q-learning based cell breathing considering SBS collaboration for maximizing energy efficiency in B5G heterogeneous networks. - Howon Lee; Eunjin Kim; Hyungsub Kim; Jeehyeon Na; Hyun-Ho Choi (ICT Express, 2022)

PatchVerif: Discovering Faulty Patches in Robotic Vehicles. - Hyungsub Kim; Muslum Ozgur Ozmen; Z. Berkay Celik; Antonio Bianchi; Dongyan Xu (USENIX Security Symposium, 2023)

Discovering Adversarial Driving Maneuvers against Autonomous Vehicles. - Ruoyu Song; Muslum Ozgur Ozmen; Hyungsub Kim; Raymond Muller; Z. Berkay Celik; Antonio Bianchi (USENIX Security Symposium, 2023)

Low-Complexity Q-Learning for Energy-Aware Small-Cell Networks With Integrated Access and Backhaul. - Junseung Lee; Hyun-Ho Choi; Seung-Chan Lim; Hyungsub Kim; Jeehyeon Na; Howon Lee (IEEE Access, 2023)

Regression Analysis of Ghosting Artifacts in Temporal Fusion Videos Using AutoML. - Hyungsub Kim; Muneeb Ahmed Khan; Heemin Park (BCD, 2024)

Hybrid LoRa Network Architecture: Automatic Switching between LoRaWAN and LoRa Mesh Network in Environments with Dynamic Obstacle Variations. - Hyungsub Kim; Hayoung Kim; Somi Baek; Ryan Melenchuk; Jaden Soroka; Anthony Smith (ICCCN, 2024)

Open API Service Framework for Small Cells. - Hyeonju Oh; Hyungsub Kim; Eunseon Cho; Jeehyeon Na (ICTC, 2024)

A Systematic Study of Physical Sensor Attack Hardness. - Hyungsub Kim; Rwitam Bandyopadhyay; Muslum Ozgur Ozmen; Z. Berkay Celik; Antonio Bianchi; Yongdae Kim; Dongyan Xu (SP, 2024)

Enhancing LLM-based Autonomous Driving Agents to Mitigate Perception Attacks. - Ruoyu Song; Muslum Ozgur Ozmen; Hyungsub Kim; Antonio Bianchi; Z. Berkay Celik (CoRR, 2024)

Distributed DQN-based network-wide energy efficiency maximization for 5G NR-U and Wi-Fi coexistence environments. - Junseung Lee; Seung-Chan Lim; Hyungsub Kim; Jeehyeon Na; Howon Lee (ICT Express, 2024)

M-GAID: A Real-World Dataset for Ghosting Artifact Detection and Removal in Mobile Imaging. - Muneeb Ahmed Khan; Hyungsub Kim; Jiho Eum; Yihyun Myung; Yujin Choi; Heemin Park (WACV (Workshops), 2025)

Multiagent Distributed DQN and Transfer Learning for Energy-Efficient Power Management in Solar Energy-Harvested Small-Cell Networks. - Hyebin Cho; Hyungsub Kim; Jeehyeon Na; Seung-Chan Lim; Howon Lee (IEEE Internet Things J., 2025)