Non-Robust Features are Not Always Useful in One-Class Classification. - Matthew Lau; Haoran Wang 013; Alec Helbling; Matthew Hull; Shengyun Peng; Martin Andreoni; Willian T. Lunardi; Wenke Lee (CoRR, 2024)

SoundBoost: Effective RCA and Attack Detection for UAV via Acoustic Side-Channel. - Haoran Wang 013; Zheng Yang; Sangdon Park; Yibin Yang 001; Seulbae Kim; Willian T. Lunardi; Martin Andreoni; Taesoo Kim; Wenke Lee (DSN, 2025)

RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering. - Matthew Hull; Haoran Wang 013; Matthew Lau; Alec Helbling; Mansi Phute; Chao Zhang 014; Zsolt Kira; Willian T. Lunardi; Martin Andreoni; Wenke Lee; Duen Horng Chau (IJCAI, 2025)

3D Gaussian Splat Vulnerabilities. - Matthew Hull; Haoyang Yang; Pratham Mehta; Mansi Phute; Aeree Cho; Haoran Wang 013; Matthew Lau; Wenke Lee; Willian T. Lunardi; Martin Andreoni; Polo Chau (CoRR, 2025)

ComplicitSplat: Downstream Models are Vulnerable to Blackbox Attacks by 3D Gaussian Splat Camouflages. - Matthew Hull; Haoyang Yang; Pratham Mehta; Mansi Phute; Aeree Cho; Haoran Wang 013; Matthew Lau; Wenke Lee; Willian T. Lunardi; Martin Andreoni; Polo Chau (CoRR, 2025)

UNDREAM: Bridging Differentiable Rendering and Photorealistic Simulation for End-to-end Adversarial Attacks. - Mansi Phute; Matthew Hull; Haoran Wang 013; Alec Helbling; Shengyun Peng; Willian T. Lunardi; Martin Andreoni; Wenke Lee; Duen Horng Chau (CoRR, 2025)

Differentiable Rendering Powered End-to-End Adversarial Attack Evaluation. - Mansi Phute; Matthew Hull; Haoran Wang 013; Alec Helbling; Sheng-Yun Peng; Willian T. Lunardi; Martin Andreoni; Wenke Lee; Duen Horng Chau (PAKDD (3), 2026)