Alessandro Biondi
- Profiling and controlling I/O‐related memory contention in COTS heterogeneous platforms
2021/11/10 by Matteo Zini, Giorgiomaria Cicero, Daniel Casini +1 · 3 citations
Computer Science · #Interconnection Networks and Systems #Parallel Computing and Optimization Techniques #Real-Time Systems Scheduling
- 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
- Increasing the Confidence of Deep Neural Networks by Coverage Analysis
2021/01/28 by Giulio Rossolini, Alessandro Biondi, Rossolini, Giulio +3 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Edge-Only Universal Adversarial Attacks in Distributed Learning
2024/11/15 by Giulio Rossolini, Tommaso Lisini Baldi, Rossolini, Giulio +5 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning
- Loss Landscape Analysis for Reliable Quantized ML Models for Scientific Sensing
2025/02/12 by Tommaso Lisini Baldi, Baldi, Tommaso, Javier Campos +11 · 1 citation
Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Advanced Bandit Algorithms Research #Machine Learning and Data Classification