With Scuola Superiore Sant'Anna
- G. Rossolini, F. Nesti, G. D'Amico, S. Nair, A. Biondi, and G. Buttazzo. “On the Real-World Adversarial Robustness of Real-time Semantic Segmentation models for Autonomous Driving” ArXiv pre-print, 2022
- F. Nesti, G. Rossolini, S. Nair, A. Biondi, and G. Buttazzo. “Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks” 2022 IEEE/CVF Winter Conference on Applications of Computer Vision.
- F. Nesti, A. Biondi, and G. Buttazzo. “Detecting Adversarial Examples by Input Transformations, Defense Perturbations, and Voting” (DOI 10.1109/TNNLS.2021.3105238) IEEE Transactions on Neural Networks and Learning Systems, 2021.
- A. Biondi, F. Nesti, G. Cicero, D. Casini, and G. Buttazzo. “A Safe, Secure, and Predictable Software Architecture for Deep Learning in Safety-Critical Systems” IEEE Embedded Systems Letters 2019