no code implementations • 3 Feb 2023 • Minkyoung Cho, Kang G. Shin
As deep neural networks (DNNs) prove their importance and feasibility, more and more DNN-based apps, such as detection and classification of objects, have been developed and deployed on autonomous vehicles (AVs).
no code implementations • 20 Jan 2023 • Noah T. Curran, Thomas Kennings, Kang G. Shin
Using these insights, we present Semi-Autonomous MCAS (SA-MCAS), a new MCAS that both meets the intended goals of MCAS and avoids the failure cases that plagued the original MCAS design.
no code implementations • ICLR 2020 • Duc Bui, Kshitiz Malik, Jack Goetz, Honglei Liu, Seungwhan Moon, Anuj Kumar, Kang G. Shin
Furthermore, we show that user embeddings learned in FL and the centralized setting have a very similar structure, indicating that FURL can learn collaboratively through the shared parameters while preserving user privacy.
2 code implementations • 7 Feb 2018 • Hamza Harkous, Kassem Fawaz, Rémi Lebret, Florian Schaub, Kang G. Shin, Karl Aberer
Companies, users, researchers, and regulators still lack usable and scalable tools to cope with the breadth and depth of privacy policies.