Nesti, Federico

1. Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks
   2021/08/13 by Nesti, Federico, Rossolini, Giulio, Nair, Saasha +2 · 7 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Defending From Physically-Realizable Adversarial Attacks Through Internal Over-Activation Analysis
   2022/03/14 by Rossolini, Giulio, Nesti, Federico, Brau, Fabio +2 · 4 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. CARLA-GeAR: a Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Vision Models
   2022/06/09 by Federico Nesti, Nesti, Federico, Giulio Rossolini +7 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving
   2022/01/05 by Rossolini, Giulio, Nesti, Federico, D'Amico, Gianluca +3 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. TrainSim: A Railway Simulation Framework for LiDAR and Camera Dataset Generation
   2023/02/28 by D'Amico, Gianluca, Marinoni, Mauro, Nesti, Federico +4 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering