Satoshi Munakata, Caterina Urban, Haruki Yokoyama, Koji Yamamoto, Kazuki Munakata. Verifying Attention Robustness of Deep Neural Networks Against Semantic Perturbations. In Kristin Yvonne Rozier, Swarat Chaudhuri, editors, NASA Formal Methods - 15th International Symposium, NFM 2023, Houston, TX, USA, May 16-18, 2023, Proceedings. Volume 13903 of Lecture Notes in Computer Science, pages 37-61, Springer, 2023. [doi]
Abstract is missing.