Publications

Conference

2026

1. CCS

   Overloading Ad Blockers: Exploiting Filtering Logic for Selective Denial of Service (To appear)

   Hyunjoon Lee*, Suyoung Lee*, Heiko Kiesel, and Sooel Son

   In Proceedings of the ACM Conference on Computer and Communications Security, 2026
2. S&P

   Site Isolation is Dead: How Site Isolation is Broken in Agentic Browsers and Extensions

   Suyoung Lee, Seongho Keum, Changoo Lee, Dongwon Shin, Sanghyun Hong, Byoungyoung Lee, and Sooel Son

   In Proceedings of the IEEE Symposium on Security and Privacy, 2026

   Bib PDF Code

   @INPROCEEDINGS{lee:oakland:2026,
     author = {Suyoung Lee and Seongho Keum and Changoo Lee and Dongwon Shin and Sanghyun Hong and Byoungyoung Lee and Sooel Son},
     title = {Site Isolation is Dead: How Site Isolation is Broken in Agentic Browsers and Extensions},
     booktitle = {Proceedings of the {IEEE} Symposium on Security and Privacy},
     pages = {1804--1821},
     year = 2026
   }
   

2024

1. ACSAC

   You Only Perturb Once: Bypassing (Robust) Ad-Blockers Using Universal Adversarial Perturbations

   Dongwon Shin, Suyoung Lee, Sanghyun Hong, and Sooel Son

   In Proceedings of the Annual Computer Security Applications Conference, 2024

   Bib PDF Code

   @INPROCEEDINGS{shin:acsac:2024,
     author = {Dongwon Shin and Suyoung Lee and Sanghyun Hong and Sooel Son},
     title = {You Only Perturb Once: Bypassing (Robust) Ad-Blockers Using Universal Adversarial Perturbations},
     booktitle = {Proceedings of the Annual Computer Security Applications Conference},
     pages = {190--206},
     year = 2024
   }
   

2023

1. ICML

   Margin-based Neural Network Watermarking

   Byungjoo Kim, Suyoung Lee, Seanie Lee, Sooel Son, and Sung Ju Hwang

   In Proceedings of the International Conference on Machine Learning, 2023

   Bib PDF Code

   @INPROCEEDINGS{kim:icml:2023,
     author = {Byungjoo Kim and Suyoung Lee and Seanie Lee and Sooel Son and Sung Ju Hwang},
     title = {Margin-based Neural Network Watermarking},
     booktitle = {Proceedings of the International Conference on Machine Learning},
     pages = {16696--16711},
     year = 2023
   }
   

2. WWW

   RICC: Robust Collective Classification of Sybil Accounts

   Dongwon Shin*, Suyoung Lee*, and Sooel Son

   In Proceedings of the ACM Web Conference, 2023

   Bib PDF Code

   @INPROCEEDINGS{shin:www:2023,
     author = {Dongwon Shin and Suyoung Lee and Sooel Son},
     title = {{RICC}: Robust Collective Classification of Sybil Accounts},
     booktitle = {Proceedings of the {ACM} Web Conference},
     pages = {2329--2339},
     year = 2023
   }
   

2022

1. NeurIPS

   Learning to Generate Inversion-Resistant Model Explanations

   Hoyong Jeong, Suyoung Lee, Sung Ju Hwang, and Sooel Son

   In Proceedings of the Advances in Neural Information Processing Systems, 2022

   Bib PDF Supp Code

   @INPROCEEDINGS{jeong:neurips:2022,
     author = {Hoyong Jeong and Suyoung Lee and Sung Ju Hwang and Sooel Son},
     title = {Learning to Generate Inversion-Resistant Model Explanations},
     booktitle = {Proceedings of the Advances in Neural Information Processing Systems},
     pages = {17717--17729},
     year = 2022
   }
   

2020

1. SEC

   Montage: A Neural Network Language Model-Guided JavaScript Engine Fuzzer

   Suyoung Lee, HyungSeok Han, Sang Kil Cha, and Sooel Son

   In Proceedings of the USENIX Security Symposium, 2020

   Bib PDF Code

   @INPROCEEDINGS{lee:usenixsec:2020,
     author = {Suyoung Lee and HyungSeok Han and Sang Kil Cha and Sooel Son},
     title = {{Montage}: A Neural Network Language Model-Guided {JavaScript} Engine Fuzzer},
     booktitle = {Proceedings of the {USENIX} Security Symposium},
     pages = {2613--2630},
     year = 2020
   }
   

2. NDSS

   FUSE: Finding File Upload Bugs via Penetration Testing

   Taekjin Lee, Seongil Wi, Suyoung Lee, and Sooel Son

   In Proceedings of the Network and Distributed System Security Symposium, 2020

   Bib PDF Code

   @INPROCEEDINGS{lee:ndss:2020,
     author = {Taekjin Lee and Seongil Wi and Suyoung Lee and Sooel Son},
     title = {{FUSE}: Finding File Upload Bugs via Penetration Testing},
     booktitle = {Proceedings of the Network and Distributed System Security Symposium},
     year = 2020
   }
   

Journal

2023

1. TDSC

   Evaluating the Robustness of Trigger Set-Based Watermarks Embedded in Deep Neural Networks

   Suyoung Lee, Wonho Song, Suman Jana, Meeyoung Cha, and Sooel Son

   IEEE Transactions on Dependable and Secure Computing, 2023

   Bib PDF Supp

   @ARTICLE{lee:tdsc:2023,
     author = {Suyoung Lee and Wonho Song and Suman Jana and Meeyoung Cha and Sooel Son},
     title = {Evaluating the Robustness of Trigger Set-Based Watermarks Embedded in Deep Neural Networks},
     journal = {{IEEE} Transactions on Dependable and Secure Computing},
     volume = 20,
     number = 4,
     pages = {3434--3448},
     year = 2023
   }