@conference{nokey,

title = {Watch Your Step: Information Injection in Diffusion Models via Shadow Timestep Embedding},

author = {An Huang and Junggab Son and Zuobin Xiong},

url = {https://openreview.net/pdf?id=agDGdEJ983 },

year  = {2026},

date = {2026-08-01},

urldate = {2026-07-03},

booktitle = {accepted in the 43rd International Conference on Machine Learning (ICML) },

keywords = {},

pubstate = {forthcoming},

tppubtype = {conference}

}

@conference{nokey,

title = {Rethinking the Transferable Adversarial Attacks and Robust Defense in Federated Learning},

author = {Zuobin Xiong and Deval Mukherjee and Homook Cho and Wei Li},

year  = {2026},

date = {2026-07-27},

urldate = {2026-07-27},

booktitle = {accepted in the 35th International Conference on Computer Communications and Networks (ICCCN 2026)},

keywords = {},

pubstate = {forthcoming},

tppubtype = {conference}

}

@conference{nokey,

title = {Fed-Listing: Federated Label Distribution Inference in Graph Neural Networks},

author = {Suprim Nakarmi and Junggab Son and Yue Zhao and Zuobin Xiong},

year  = {2026},

date = {2026-07-27},

booktitle = {accepted in the 35th International Conference on Computer Communications and Networks (ICCCN 2026)},

keywords = {},

pubstate = {forthcoming},

tppubtype = {conference}

}

@conference{nokey,

title = {GPU Accelerated Fully Homomorphic Encryption Framework for End-to-End Logistic Regression},

author = {Dillon Davidson and Minjae Kang and Yeonjoon Lee and Zuobin Xiong and Junggab Son},

url = {https://securecomm.eai-conferences.org/2026/accepted-papers/},

year  = {2026},

date = {2026-07-21},

urldate = {2026-07-21},

booktitle = {accepted in the 22nd EAI International Conference on Security and Privacy in Communication Networks},

keywords = {},

pubstate = {forthcoming},

tppubtype = {conference}

}

@conference{nokey,

title = {Evaluating Lightweight IDS Models for CAN Bus Security on Embedded Platforms},

author = {Naman Jain and Inseo Hwang and Junggab Son and Daeyoung Kim},

url = {https://events.vtsociety.org/vtc2026-spring/accepted-paper-list/},

year  = {2026},

date = {2026-06-09},

booktitle = {accepted in the 103rd IEEE Vehicular Technology Conference (VTC2026-Spring)},

keywords = {},

pubstate = {forthcoming},

tppubtype = {conference}

}

@conference{nokey,

title = {Query-Based Fingerprinting of Text-to-Image Large Language Models},

author = {Saketh Ram Josyabhatla and Junggab Son and Daeyoung Kim},

url = {https://www.cloud-conf.net/datasec/2026/program.html},

year  = {2026},

date = {2026-05-08},

urldate = {2026-05-08},

booktitle = {accepted in the 12th IEEE International Conference on Big Data Security on Cloud

(IEEE BigDataSecurity 2026)},

journal = {accepted in the 12th IEEE International Conference on Big Data Security on Cloud (IEEE BigDataSecurity 2026)},

keywords = {},

pubstate = {forthcoming},

tppubtype = {conference}

}

@conference{nokey,

title = {Secured Prediction: Password Guessability Analysis Using Gradient Boosting Machines},

author = {Shivani Pakala and Junggab Son and Daeyoung Kim},

url = {https://www.cloud-conf.net/datasec/2026/program.html},

year  = {2026},

date = {2026-05-08},

urldate = {2026-05-08},

booktitle = {accepted in the 12th IEEE International Conference on Big Data Security on Cloud

(IEEE BigDataSecurity 2026)},

keywords = {},

pubstate = {forthcoming},

tppubtype = {conference}

}

@conference{nokey,

title = {A Stability Testing Framework for Machine Learning in Honeypot Traffic Classification},

author = {Nayam Ahmed and Kamran Uddin and Junggab Son and Daeyoung Kim},

url = {https://www.cloud-conf.net/datasec/2026/program.html},

year  = {2026},

date = {2026-05-08},

booktitle = {accepted in the 12th IEEE International Conference on Big Data Security on Cloud (IEEE BigDataSecurity 2026)},

keywords = {},

pubstate = {forthcoming},

tppubtype = {conference}

}

@conference{nokey,

title = {REMinD: Balancing Robust Concept Unlearning and Image Quality in Diffusion Models},

author = {An Huang and Zuobin Xiong and Junggab Son},

url = {https://wacv2026-image-quality-workshop.github.io/},

year  = {2026},

date = {2026-03-06},

urldate = {2026-03-06},

booktitle = {WACV 2026 Workshop on Image/Video/Audio Quality Assessment in Computer Vision, VLM and Diffusion Model (WVAQ)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{An2025NeurIPS,

title = {It is Hard to Unlearn Dogged Backdoor Samples in Diffusion Models},

author = {An Huang and Zuobin Xiong and Muchao Ye and Junggab Son},

url = {https://neurips.cc/virtual/2025/loc/san-diego/125139},

year  = {2025},

date = {2025-12-01},

urldate = {2025-12-01},

booktitle = {in Proceedings of the NeurIPS 2025 Workshop on Reliable ML from Unreliable Data},

pages = {1-16},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Salah2025RACS,

title = {Evaluating Small Language Models for Intrusion Detection on Automotive Embedded Platforms},

author = {Islam Salah and Junggab Son and Stefan Robila and Daeyoung Kim},

url = {https://doi.org/10.1145/3769002.3769959},

doi = {10.1145/3769002.3769959},

isbn = {9798400722318},

year  = {2025},

date = {2025-11-16},

urldate = {2026-01-01},

publisher = {Association for Computing Machinery},

address = {New York, NY, USA},

series = {RACS '25},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Anigala2025RACS,

title = {MM-SCORE: A Two-Factor Framework for Auditing Multimodal Dataset Quality},

author = {Omeshamisu Anigala and Joy Nnenna Okolo and Junggab Son and Chulwoo Pack},

url = {https://doi.org/10.1145/3769002.3769980},

doi = {10.1145/3769002.3769980},

isbn = {9798400722318},

year  = {2025},

date = {2025-11-16},

urldate = {2026-01-01},

booktitle = {Proceedings of the International Conference on Research in Adaptive and Convergent Systems},

publisher = {Association for Computing Machinery},

address = {New York, NY, USA},

series = {RACS '25},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{An2024SAC,

title = {DDSNet: A Lightweight Dense Depthwise Separable Network for Tumor Classification},

author = {An Huang and Junggab Son and Zuobin Xiong},

year  = {2025},

date = {2025-03-01},

urldate = {2025-03-01},

booktitle = {accepted in 40th ACM/SIGAPP Symposium on Applied Computing},

pages = {1-8},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Ahn2025ICCCN,

title = {Efficient Phishing Website Detection via HTML Tag Sequence Analysis Using Encoder Models},

author = {Jemin Ahn and Zuobin Xiong and Homook Cho and Kyungtae Kang and Junggab Son},

doi = {10.1109/ICCCN65249.2025.11133972},

year  = {2025},

date = {2025-01-01},

urldate = {2025-01-01},

booktitle = {2025 34th International Conference on Computer Communications and Networks (ICCCN)},

pages = {1-9},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{JoshiSecureComm24,

title = {Ensuring Integrity in Online Content Usage and Download Counting with Smart Contracts},

author = {Shubham Joshi and Dillon Davidson and Yeonjoon Lee and Homook Cho and Junggab Son},

url = {https://securecomm.eai-conferences.org/2024/accepted-papers/},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {accepted in the 20th EAI International Conference on Security and Privacy in Communication Networks (SecureComm)},

pages = {1-23},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{SonSecureComm24,

title = {Anti-EMP: Encrypted Malware Packets Filtering Algorithm Leveraging Ciphertext Patterns under Zero Knowledge Setting},

author = {Junggab Son and Jeehyung Kim and Jemin Ahn and Doowon Kim and Homook Cho and Daeyoung Kim},

url = {https://securecomm.eai-conferences.org/2024/accepted-papers/},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {accepted in the 20th EAI International Conference on Security and Privacy in Communication Networks (SecureComm)},

pages = {1-25},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{AhnSecureComm24,

title = {Encoder-based Multimodal Ensemble Learning for High Compatibility and Accuracy in Phishing Website Detection},

author = {Jemin Ahn and Dorian Akhavan and Woohwan Jung and Kyungtae Kang and Junggab Son},

url = {https://securecomm.eai-conferences.org/2024/accepted-papers/},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {accepted in the 20th EAI International Conference on Security and Privacy in Communication Networks (SecureComm)},

pages = {1-19},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{wang2024fcfl,

title = {FCFL: A Fairness Compensation-based Federated Learning Scheme with Accumulated Queues},

author = {Lingfu Wang and Zuobin Xiong and Chunguang Luo and Wei Li and Aiguo Chen},

url = {https://link.springer.com/chapter/10.1007/978-3-031-70352-2_23},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},

pages = {386-402},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{xiong2024appro,

title = {Appro-Fun: Approximate Machine Unlearning in Federated Setting},

author = {Zuobin Xiong and Wei Li and Zhipeng Cai},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {2024 International Conference on Computer Communications and Networks (ICCCN)},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{9995697,

title = {Defensive Adversarial Training for Enhancing Robustness of ECG based User Identification},

author = {Hongbi Jeong and Junggab Son and Hyunbum Kim and Kyungtae Kang},

url = {https://ieeexplore.ieee.org/document/9995697},

doi = {10.1109/BIBM55620.2022.9995697},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},

pages = {3362-3369},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{10069704,

title = {Improving Fashion Attribute Classification Accuracy with Limited Labeled Data Using Transfer Learning},

author = {Tong Chen and Jiho Noh and Luke Cranfill and John Morris and Junggab Son},

url = {https://ieeexplore.ieee.org/document/10069704},

doi = {10.1109/ICMLA55696.2022.00195},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA)},

pages = {1210-1217},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Ali2022INFOCOM,

title = {A Novel TCP/IP Header Hijacking Attack on SDN},

author = {Ali Akbar Mohammadi and Rasheed Hussain and Alma Oracevic and Syed Huhammad Ahsan Raza Kazmi and Fatima Hussain and Moayad Aloqaily and Junggab Son},

url = {https://ieeexplore.ieee.org/document/9798234},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {IEEE Conference on Computer Communications (INFOCOM) Poster},

pages = {1-2},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Kun2021Cluster,

title = {Tackling Cold Start of Serverless Applications by Efficient and Adaptive Container Runtime Reusing},

author = {Kun Suo and Junggab Son and Dazhao Cheng and Wei Chen and Sabur Baidya},

url = {https://ieeexplore.ieee.org/document/9556063},

year  = {2021},

date = {2021-09-01},

urldate = {2021-09-01},

booktitle = {IEEE International Conference on Cluster Computing (CLUSTER)},

pages = {433-443},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Lee2021ICC,

title = {On Defensive Neural Networks Against Inference Attack in Federated Learning},

author = {Hongkyu Lee and Jeehyeong Kim and Rasheed Hussain and Sunghyun Cho and Junggab Son},

url = {https://ieeexplore.ieee.org/abstract/document/9500936},

year  = {2021},

date = {2021-06-01},

urldate = {2021-06-01},

booktitle = {accepted in IEEE International Conference on Communications (ICC): Communication and Information Systems Security Symposium (CISS)},

pages = {1-6},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{GlobeCom20,

title = {A Novel Resource Allocation scheme for NOMA-V2X-Femtocell with Channel Aggregation},

author = {Jeehyeong Kim and Junggab Son and William Stone and Hyunbum Kim and Jaewon Noh and Sunghyun Cho},

url = {https://ieeexplore.ieee.org/document/9322263},

year  = {2020},

date = {2020-12-01},

urldate = {2020-12-01},

booktitle = {in Proceedings of the IEEE Global Communications Conference (IEEE GlobeCom 2020)},

pages = {1-6},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{SMC20,

title = {Leveraging Smart Contracts for Asynchronous Group Key Agreement in Internet of Things},

author = {Victor Youdom Kemmoe and Yongseok Kwon and Seunghyeon Shin and Rasheed Hussain and Sunghyun Cho and Junggab Son},

url = {https://ieeexplore.ieee.org/document/9282954},

year  = {2020},

date = {2020-10-01},

urldate = {2020-10-01},

booktitle = {in Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2020)},

pages = {1-6},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{ICCCN20,

title = {SuperB: Superior Behavior-based Anomaly Detection Defining Authorized Users' Traffic Patterns},

author = {Daniel Y. Karasek and Jeehyeong Kim and Victor Youdom Kemmoe and Md Zakirul Alam Bhuiyan and Sunghyun Cho and Junggab Son},

url = {https://ieeexplore.ieee.org/document/9209657},

year  = {2020},

date = {2020-08-01},

urldate = {2020-08-01},

booktitle = {in Proceedings of the 29th International Conference on Computer Communications and Networks (ICCCN)},

pages = {1-9},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}