no code implementations • 13 Feb 2024 • Alaa Anani, Tobias Lorenz, Bernt Schiele, Mario Fritz
In this paper, however, we propose a novel, more general, and practical setting, namely adaptive hierarchical certification for image semantic segmentation.
no code implementations • 3 Apr 2022 • Alaa Anani, Mohamed Ghanem, Lotfy Abdel Khaliq
In our work, we break this poison-protection layer by replicating the critic model and then performing a composed gradient-sign attack on both the critic and target models simultaneously -- allowing us to bypass the critic firewall to poison the target model.