Our lab studies diverse machine learning and deep learning techniques and leverages them to promote better security as well as utility for AI- empowered devices and privacy systems. We focus on various AI and security research problems.
AISec-EWHA
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Repositories
- TabCL Public
Implementation to reproduce the results of the paper ``TabCL: Continual Malware Classification with Tabular-Aware Generation'', accepted for publication at PAKDD'26: The Pacific-Asia Conference on Knowledge Discovery and Data Mining.
- RoFiRe Public
Implementation to reproduce the results of the paper ``RoFiRe: Robust Website Fingerprinting on Real-World Tor Traffic via Improved Augmentation and Normalization'', accepted to be published at WWW'26: The 2026 ACM Web Conference.
- .github Public
- deep-keyword-fingerprinting Public
Code and Datasets to reproduce the results of the paper ``Enhancing Search Privacy on Tor: Advanced Deep Keyword Fingerprinting Attacks and BurstGuard Defense", accepted to be published at the ASIA CCS '25: Proceedings of the 20th ACM Asia Conference on Computer and Communications Security.
- KF-tbcrawler Public
Keyword Fingerprinting Crawler used in the paper ``Enhancing Search Privacy on Tor: Advanced Deep Keyword Fingerprinting Attacks and BurstGuard Defense", accepted to be published at the ASIA CCS '25: Proceedings of the 20th ACM Asia Conference on Computer and Communications Security.
- MalCL Public Forked from MalwareReplayGAN/MalCL
Code and Datasets to reproduce the results of the paper ``MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification", accepted to be published at the The 39th Annual AAAI Conference on Artificial Intelligence (AAAI) 2025.
- WhisperVoiceTrace Public Forked from AISec-VoiceFingerprinting/WhisperVoiceTrace-A-Comprehensive-Analysis-of-Voice-Command-Fingerprinting
Code and Datasets to reproduce the results of the paper ``WhisperVoiceTrace: A Comprehensive Analysis of Voice Command Fingerprinting", accepted to be published at the ASIA CCS '24: Proceedings of the 19th ACM Asia Conference on Computer and Communications Security.
- DeepCoAST Public Forked from gowoon1230/DeepCoAST
Code and Datasets to reproduce the results of the paper ``DeepCoAST: Unveiling Split Trace Correlation to Counter Traffic Splitting Defenses", accepted to be published at the IEEE Access.
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