Benchmarking Robustness of AI-Enabled Multi-sensor Fusion Systems: Challenges and Opportunities
A comprehensive benchmark for AI-enabled multi-sensor fusion systems, highlighting performance, robustness, and reliability in critical perception tasks.
Dec 9, 2023
DeepGini: Prioritizing Massive Tests to Enhance the Robustness of Deep Neural Networks
A test prioritization approach to enhance deep neural network robustness using uncertainty-based ranking.
Jul 22, 2020