GUIDOTTI, Dario
GUIDOTTI, Dario
SCIENZE UMANISTICHE E SOCIALI
Bistìris Ontology: Towards a Structured Representation of Sardinian Traditional Female Costumes
2024-01-01 Corona, G.; Guidotti, D.; Pandolfo, L.; Pulina, L.
Counter-Example Guided Abstract Refinement for Verification of Neural Networks
2022-01-01 Demarchi, S.; Guidotti, D.
Detection of Component Degradation: A Study on Autoencoder-Based Approaches
2023-01-01 Guidotti, D.; Pandolfo, L.; Pulina, L.
Enhancing neural networks through formal verification
2019-01-01 Guidotti, D.
Formal Verification of Neural Networks: a Case Study about Adaptive Cruise Control
2022-01-01 Demarchi, S.; Guidotti, D.; Pitto, A.; Tacchella, A.
Formal Verification of Neural Networks: A “Step Zero” Approach for Vehicle Detection
2024-01-01 Guidotti, Dario; Pandolfo, Laura; Pulina, Luca
Improving Reliability of Myocontrol Using Formal Verification
2019-01-01 Guidotti, D.; Leofante, F.; Tacchella, A.; Castellini, C.
Leveraging Satisfiability Modulo Theory Solvers for Verification of Neural Networks in Predictive Maintenance Applications
2023-01-01 Guidotti, D.; Pandolfo, L.; Pulina, L.
NeVer 2.0: Learning, Verification and Repair of Deep Neural Networks
2020-01-01 Guidotti, Dario; Pulina, Luca; Tacchella, Armando
pyNeVer: A Framework for Learning and Verification of Neural Networks
2021-01-01 Guidotti, D.; Pulina, L.; Tacchella, A.
Repair of convolutional neural networks using convex optimization: Preliminary experiments
2019-01-01 Guidotti, D.; Leofante, F.
Repairing Learned Controllers with Convex Optimization: A Case Study
2019-01-01 Guidotti, D.; Leofante, F.; Castellini, C.; Tacchella, A.
Safety Analysis of Deep Neural Networks
2021-01-01 Guidotti, D.
Supporting Standardization of Neural Networks Verification with VNNLIB and CoCoNet
2023-01-01 Demarchi, Stefano; Guidotti, Dario; Pulina, Luca; Tacchella, Armando
Telling faults from cyber-attacks in a multi-modal logistic system with complex network analysis
2021-01-01 Guidotti, D.; Cicala, G.; Gili, T.; Tacchella, A.
Vector Reconstruction Error for Anomaly Detection: Preliminary Results in the IMOCO4.E Project
2023-01-01 Guidotti, D.; Masiero, R.; Pandolfo, L.; Pulina, L.
Verification and Repair of Neural Networks
2021-01-01 Guidotti, D.
Verification and Repair of Neural Networks: A Progress Report on Convolutional Models
2019-01-01 Guidotti, D.; Leofante, F.; Pulina, L.; Tacchella, A.
Verification of Neural Networks for Safety and Security-critical Domains
2022-01-01 Guidotti, D.
Verification of Neural Networks: Challenges and Perspectives in the AIDOaRt Project
2022-01-01 Eramo, R.; Fanni, T.; Guidotti, D.; Pandolfo, L.; Pulina, L.; Zedda, K.