1 code implementation • 20 Jul 2024 • Bowei Tian, Ruijie Du, Yanning Shen
Vision Transformer (ViT) has achieved excellent performance and demonstrated its promising potential in various computer vision tasks.
no code implementations • 4 Jan 2024 • Ruijie Du, Deepan Muthirayan, Pramod P. Khargonekar, Yanning Shen
However, the widespread integration of machine learning also makes it necessary to ensure machine learning-driven decision-making systems do not violate ethical principles and values of society in which they operate.
no code implementations • 21 Oct 2022 • Deepan Muthirayan, Ruijie Du, Yanning Shen, Pramod P. Khargonekar
We propose a novel change point detection approach for online learning control with full information feedback (state, disturbance, and cost feedback) for unknown time-varying dynamical systems.
no code implementations • 1 Jan 2021 • Xiao Jin, Ruijie Du, Pin-Yu Chen, Tianyi Chen
In this paper, we revisit this defense premise and propose an advanced data leakage attack to efficiently recover batch data from the shared aggregated gradients.