Archivio Istituzionale della RicercaSONZA REORDA, MATTEO
SONZA REORDA, MATTEO
Dipartimento di Automatica e Informatica
REORDA M. S; Reorda, Matteo Sonza; Reorda M. Sonza; M. Sonza Reorda; Reorda, M. S.; M.S. Reorda; Matteo Sonza Reorda
001894
A Flexible Framework for Vector Accelerators In-field Testing
In corso di stampa Vilar De Farias, Gustavo; Rodriguez Condia, Josie Esteban; Sonza Reorda, Matteo
Benchmark Suite for Resilience Assessment of Deep Learning Models
2026 Bolchini, Cristiana; Bosio, Alberto; Cassano, Luca; Miele, Antonio; Pappalardo, Salvatore; Passarello, Dario; Ruospo, Annachiara; Sanchez, Ernesto; Sonza Reorda, Matteo; Turco, Vittorio
A New Online Fault Detection Mechanism for Neural Network Applications
2025 De Paola, Luca; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Reorda, Matteo Sonza
A Reliability Evaluation Flow for Assessing the Impact of Permanent Hardware Faults on Integer Arithmetic Circuits
2025 Deligiannis, Nikolaos; Guerrero-Balaguera, Juan-David; Cantoro, Riccardo; Habib, S. E. D.; Reorda, Matteo Sonza
A Structured Method to Generate Self-Test Libraries for Tensor Cores
2025 Limas Sierra, Robert; Guerrero Balaguera, Juan David; Rodriguez Condia, Josie E.; Sonza Reorda, Matteo
About the Functional In-Field Self-Testing of AI Accelerators
2025 Guerrero-Balaguera, Juan-David; Rodriguez condia, Josie Esteban; Sierra, Robert Limas; Reorda, Matteo Sonza
AI-based Classification of Intentional vs. Unintentional Corruptions in the Split Computing context
2025 Esposito, Giuseppe; Magliano, Enrico; Scarano, Nicola; Ahmed-Eltaras, Tamer; Guerrero-Balaguera, Juan-David; Mannella, Luca; Rodriguez-Condia, Josie-Esteban; Ruospo, Annachiara; Di Carlo, Stefano; Levorato, Marco; Savino, Alessandro; Sonza Reorda, Matteo
An Effective Iterative Statistical Fault Injection Methodology for Deep Neural Networks
2025 Ruospo, Annachiara; Reorda, Matteo Sonza; Mariani, Riccardo; Sanchez, Ernesto
Analysis and Mitigation of Soft-errors in GPU-accelerated Hyperspectral Image Classifiers
2025 Abed, Sergiu-Mohamed; Guerrero-Balaguera, Juan-David; Condia, Josie E. Rodriguez; De Lucia, Gianluca; Lapegna, Marco; Reorda, Matteo Sonza
APSS Metrics for Fault Detection: Area, Position, Symmetry, and Shape in Image Segmentation
2025 Turco, Vittorio; Fezza, Lorenzo; Ruospo, Annachiara; Sanchez, Ernesto; Sonza Reorda, Matteo
Comparing Application-Level Hardening Techniques for Neural Networks on GPUs
2025 Esposito, G.; Guerrero-Balaguera, J. -D.; Rodriguez Condia, J. E.; Sonza Reorda, M.
Early Reliability Assessment of AI-based Automotive Systems
2025 Hegde, Shailesh Sudhakara; Selvaraj, Dinesh Cyril; Rodriguez Condia, Josie E.; Amati, Nicola; Chiasserini, Carla Fabiana; Deflorio, Francesco; Sonza Reorda, Matteo
Effective Fault Effects Evaluation for Permanent Faults in GPUs executing DNNs
2025 Guerrero Balaguera, Juan David; Rodriguez Condia, Josie Esteban; Sonza Reorda, Matteo
Enhancing the Effectiveness of STLs for GPUs via Bounded Model Checking
2025 Deligiannis, Nikolaos; Faller, Tobias; Rodriguez Condia, Josie Esteban; Cantoro, Riccardo; Becker, Bernd; Sonza Reorda, Matteo
Estimating the Impact of Soft Errors on AI-Based Perception in Automotive
2025 Hegde, Shailesh Sudhakara; Selvaraj, Dinesh Cyril; Rodriguez Condia, Josie Esteban; Amati, Nicola; Chiasserini, Carla Fabiana; Deflorio, Francesco Paolo; Reorda, Matteo Sonza
European Test Symposium Teams: an Anniversary Snapshot
2025 Jenihhin, M.; Raik, J.; Jutman, A.; Cherezova, N.; Ubar, R.; Miclea, L.; Enyedi, S.; Ştefan, I.; Stan, O.; Corcheş, C.; Peng, Z.; Eles, P.; Drechsler, R.; Eggersglüß, S.; Fey, G.; Glowatz, A.; Tille, D.; Gielen, G.; Coyette, A.; Dobbelaere, W.; Vanhooren, R.; Chuang, P. -Y.; Marinissen, E. J.; Di Natale, G.; Barragan, M.; Maistri, P.; Mir, S.; Vatajelu, E. -I.; Bernardi, P.; Di Carlo, S.; Prinetto, P.; Reorda, M. Sonza; Violante, M.; Stratigopoulos, H. -G.; Michael, M. K.; Neophytou, S.; Hadjitheophanous, S.; Christou, K.; Skitsas, M.; Bosio, A.; Deveautour, B.; Girard, P.; Traiola, M.; Virazel, A.; Dos Santos, F. Fernandes; Kritikakou, A.; Casagranda, G.; Vallero, M.; Vella, F.; Rech, P.; Bolzani Poehls, L. M.; Krstic, M.; Andjelkovic, M.; Vargas, F.; Tshagharyan, G.; Harutyunyan, G.; Vardanian, V.; Shoukourian, S.; Zorian, Y.; Dworak, J.; Nepal, K.; Manikas, T.; Taouil, M.; Fieback, M.; Gebregiorgis, A.; Bishnoi, R.; Hamdioui, S.; Chatterjee, A.; Saha, A.; Komarraju, S.; Ma, K.; Amarnath, C.; Tahoori, M.; Mayahinia, M.; Rajabalipanah, M.; Basharkhah, K.; Nosrati, N.; Jahanpeima, Z.; Navabi, Z.; Wunderlich, H. -J.; Hellebrand, S.
Exploiting the correlation with traditional fault models to speed-up cell-aware fault simulation
2025 Khoshzaban, Reza; Guglielminetti, Iacopo; Grosso, Michelangelo; Sonza Reorda, Matteo; Cantoro, Riccardo
GPD: Predictive Control Flow Error Detection Leveraging Data Flow Error Detection Methods
2025 Raghunandana K, K; Yogesh Prasad, K R; Sonza Reorda, M.; Virendra, Singh
Improving CNN Runtime Robustness Against Soft Errors by Dropout Layer Optimization
2025 Sierra, Robert Limas; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Reorda, Matteo Sonza
Investigating and Mitigating Critical Faults in Floating-Point and Posit Arithmetic Hardware
2025 Rodriguez Condia, Josie Esteban; Guerrero-Balaguera, Juan-David; Sierra, Robert Limas; Reorda, Matteo Sonza
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Flexible Framework for Vector Accelerators In-field Testing / Vilar De Farias, Gustavo; Rodriguez Condia, Josie Esteban; Sonza Reorda, Matteo. - (In corso di stampa). ( 44th IEEE VLSI Test Symposium). | In corso di stampa | Gustavo, Vilar de FariasJosie Esteban, Rodriguez CondiaMatteo, Sonza Reorda | - |
| Benchmark Suite for Resilience Assessment of Deep Learning Models / Bolchini, Cristiana; Bosio, Alberto; Cassano, Luca; Miele, Antonio; Pappalardo, Salvatore; Passarello, Dario; Ruospo, Annachiara; Sanchez, Ernesto; Sonza Reorda, Matteo; Turco, Vittorio. - In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. - ISSN 0278-0070. - ELETTRONICO. - 45:1(2026), pp. 418-427. [10.1109/TCAD.2025.3578297] | 1-gen-2026 | Annachiara RuospoErnesto SanchezMatteo Sonza ReordaVittorio Turco + | Benchmark_Suite_for_Resilience_Assessment_of_Deep_Learning_Models.pdf |
| A New Online Fault Detection Mechanism for Neural Network Applications / De Paola, Luca; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Reorda, Matteo Sonza. - (2025), pp. 1-4. ( 2025 32nd IEEE International Conference on Electronics, Circuits and Systems (ICECS) Marrakesh (MAR) 17-19 November 2025) [10.1109/icecs66544.2025.11270797]. | 1-gen-2025 | De Paola, LucaEsposito, GiuseppeGuerrero-Balaguera, Juan-DavidReorda, Matteo Sonza | A_New_Online_Fault_Detection_Mechanism_for_Neural_Network_Applications.pdf |
| A Reliability Evaluation Flow for Assessing the Impact of Permanent Hardware Faults on Integer Arithmetic Circuits / Deligiannis, Nikolaos; Guerrero-Balaguera, Juan-David; Cantoro, Riccardo; Habib, S. E. D.; Reorda, Matteo Sonza. - In: IEEE ACCESS. - ISSN 2169-3536. - 13:(2025), pp. 32177-32196. [10.1109/access.2025.3534274] | 1-gen-2025 | Deligiannis, NikolaosGuerrero-Balaguera, Juan-DavidCantoro, RiccardoReorda, Matteo Sonza + | A_Reliability_Evaluation_Flow_for_Assessing_the_Impact_of_Permanent_Hardware_Faults_on_Integer_Arithmetic_Circuits.pdf |
| A Structured Method to Generate Self-Test Libraries for Tensor Cores / Limas Sierra, Robert; Guerrero Balaguera, Juan David; Rodriguez Condia, Josie E.; Sonza Reorda, Matteo. - In: ELECTRONICS. - ISSN 2079-9292. - 14:11(2025). [10.3390/electronics14112148] | 1-gen-2025 | Limas Sierra, RobertGuerrero Balaguera, Juan DavidRodriguez Condia, Josie E.Sonza Reorda, Matteo | electronics-14-02148.pdf |
| About the Functional In-Field Self-Testing of AI Accelerators / Guerrero-Balaguera, Juan-David; Rodriguez condia, Josie Esteban; Sierra, Robert Limas; Reorda, Matteo Sonza. - ELETTRONICO. - (2025), pp. 1-6. ( 2025 IEEE 26th Latin American Test Symposium (LATS) San Andres Island (COL) 11-14 March 2025) [10.1109/lats65346.2025.10963960]. | 1-gen-2025 | Guerrero-Balaguera, Juan-DavidRodriguez condia, Josie EstebanSierra, Robert LimasReorda, Matteo Sonza | About_the_Functional_In-Field_Self-Testing_of_AI_Accelerators.pdf |
| AI-based Classification of Intentional vs. Unintentional Corruptions in the Split Computing context / Esposito, Giuseppe; Magliano, Enrico; Scarano, Nicola; Ahmed-Eltaras, Tamer; Guerrero-Balaguera, Juan-David; Mannella, Luca; Rodriguez-Condia, Josie-Esteban; Ruospo, Annachiara; Di Carlo, Stefano; Levorato, Marco; Savino, Alessandro; Sonza Reorda, Matteo. - (2025), pp. 1-7. ( 2025 IEEE 31st International Symposium on On-Line Testing and Robust System Design (IOLTS) Ischia, Naples, Italy 7-9 July 2025) [10.1109/IOLTS65288.2025.11116959]. | 1-gen-2025 | Esposito, GiuseppeMagliano, EnricoScarano, NicolaAhmed-Eltaras,TamerGuerrero-Balaguera, Juan-DavidMannella, LucaRodriguez-Condia, Josie-EstebanRuospo, AnnachiaraDi Carlo, StefanoLevorato, MarcoSavino, AlessandroSonza Reorda, Matteo | _IOLTS_2025__Split_Reliabiliy_and_Security-6.pdf; AI-Based_Classification_of_Adversarial_Attacks_vs._Hardware_Fault_Corruptions_in_the_Split_Computing_Context.pdf |
| An Effective Iterative Statistical Fault Injection Methodology for Deep Neural Networks / Ruospo, Annachiara; Reorda, Matteo Sonza; Mariani, Riccardo; Sanchez, Ernesto. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - ELETTRONICO. - 74:7(2025), pp. 2431-2444. [10.1109/tc.2025.3566863] | 1-gen-2025 | Ruospo, AnnachiaraReorda, Matteo SonzaSanchez, Ernesto + | An_Effective_Iterative_Statistical_Fault_Injection_Methodology_for_Deep_Neural_Networks.pdf; An_Effective_Iterative_Statistical_Fault_Injection_Methodology_for_Deep_Neural_Networks.pdf |
| Analysis and Mitigation of Soft-errors in GPU-accelerated Hyperspectral Image Classifiers / Abed, Sergiu-Mohamed; Guerrero-Balaguera, Juan-David; Condia, Josie E. Rodriguez; De Lucia, Gianluca; Lapegna, Marco; Reorda, Matteo Sonza. - ELETTRONICO. - (2025), pp. 131-134. ( 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, DDECS 2025 Lyon (FRA) 05-07 May 2025) [10.1109/ddecs63720.2025.11006812]. | 1-gen-2025 | Abed, Sergiu-MohamedGuerrero-Balaguera, Juan-DavidReorda, Matteo Sonza + | Analysis_and_Mitigation_of_Soft-errors_in_GPU-accelerated_Hyperspectral_Image_Classifiers.pdf; _DDECS_25__Analysis_and_Mitigation_of_Soft_errors_in_GPU_accelerated_Hyperspectral_Image_Classifiers___4_pages_free.pdf |
| APSS Metrics for Fault Detection: Area, Position, Symmetry, and Shape in Image Segmentation / Turco, Vittorio; Fezza, Lorenzo; Ruospo, Annachiara; Sanchez, Ernesto; Sonza Reorda, Matteo. - ELETTRONICO. - (2025). ( DFT 2025 38th IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems Barcellona (ESP) 21-23 October 2025) [10.1109/DFT66274.2025.11257474]. | 1-gen-2025 | Turco, VittorioFezza, LorenzoRuospo, AnnachiaraSanchez, ErnestoSonza Reorda, Matteo | DFT25___Segmentation_metrics.pdf; APSS_Metrics_for_Fault_Detection_Area_Position_Symmetry_and_Shape_in_Image_Segmentation.pdf |
| Comparing Application-Level Hardening Techniques for Neural Networks on GPUs / Esposito, G.; Guerrero-Balaguera, J. -D.; Rodriguez Condia, J. E.; Sonza Reorda, M.. - In: ELECTRONICS. - ISSN 2079-9292. - 14:5(2025). [10.3390/electronics14051042] | 1-gen-2025 | Esposito G.Guerrero-Balaguera J. -D.Rodriguez Condia J. E.Sonza Reorda M. | Comparing_Application_Level_Hardening_Techniques_for_Neural_Networks_on_GPUs.pdf |
| Early Reliability Assessment of AI-based Automotive Systems / Hegde, Shailesh Sudhakara; Selvaraj, Dinesh Cyril; Rodriguez Condia, Josie E.; Amati, Nicola; Chiasserini, Carla Fabiana; Deflorio, Francesco; Sonza Reorda, Matteo. - In: ACM TRANSACTIONS ON THE INTERNET OF THINGS. - ISSN 2577-6207. - (2025). | 1-gen-2025 | SHAILESH SUDHAKARA HEGDEDINESH CYRIL SELVARAJJOSIE E. RODRIGUEZ CONDIANICOLA AMATICARLA FABIANA CHIASSERINIFRANCESCO DEFLORIOMATTEO SONZA REORDA | _ACM_Transactions_on_Internet_of_Things__CARS___Automotive_susceptibility_in_perception-9_mini.pdf |
| Effective Fault Effects Evaluation for Permanent Faults in GPUs executing DNNs / Guerrero Balaguera, Juan David; Rodriguez Condia, Josie Esteban; Sonza Reorda, Matteo. - In: ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS. - ISSN 1084-4309. - 30:2(2025), pp. 1-33. [10.1145/3715327] | 1-gen-2025 | Guerrero Balaguera, Juan DavidRodriguez Condia, Josie EstebanSonza Reorda, Matteo | 3715327.pdf |
| Enhancing the Effectiveness of STLs for GPUs via Bounded Model Checking / Deligiannis, Nikolaos; Faller, Tobias; Rodriguez Condia, Josie Esteban; Cantoro, Riccardo; Becker, Bernd; Sonza Reorda, Matteo. - In: ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS. - ISSN 1084-4309. - 30:2(2025), pp. 1-24. [10.1145/3706635] | 1-gen-2025 | Deligiannis, NikolaosRodriguez Condia, Josie EstebanCantoro, RiccardoSonza Reorda, Matteo + | 3706635.pdf |
| Estimating the Impact of Soft Errors on AI-Based Perception in Automotive / Hegde, Shailesh Sudhakara; Selvaraj, Dinesh Cyril; Rodriguez Condia, Josie Esteban; Amati, Nicola; Chiasserini, Carla Fabiana; Deflorio, Francesco Paolo; Reorda, Matteo Sonza. - ELETTRONICO. - (2025), pp. 1-6. ( 2025 IEEE 26th Latin American Test Symposium (LATS) San Andres Island (COL) 11-14 March 2025) [10.1109/lats65346.2025.10963959]. | 1-gen-2025 | Hegde, Shailesh SudhakaraSelvaraj, Dinesh CyrilRodriguez Condia, Josie EstebanAmati, NicolaChiasserini, Carla FabianaDeflorio, Francesco PaoloReorda, Matteo Sonza | Estimating_the_Impact_of_Soft_Errors_on_AI-Based_Perception_in_Automotive.pdf; SCANeR_Software_Reliability_submitted .pdf |
| European Test Symposium Teams: an Anniversary Snapshot / Jenihhin, M.; Raik, J.; Jutman, A.; Cherezova, N.; Ubar, R.; Miclea, L.; Enyedi, S.; Ştefan, I.; Stan, O.; Corcheş, C.; Peng, Z.; Eles, P.; Drechsler, R.; Eggersglüß, S.; Fey, G.; Glowatz, A.; Tille, D.; Gielen, G.; Coyette, A.; Dobbelaere, W.; Vanhooren, R.; Chuang, P. -Y.; Marinissen, E. J.; Di Natale, G.; Barragan, M.; Maistri, P.; Mir, S.; Vatajelu, E. -I.; Bernardi, P.; Di Carlo, S.; Prinetto, P.; Reorda, M. Sonza; Violante, M.; Stratigopoulos, H. -G.; Michael, M. K.; Neophytou, S.; Hadjitheophanous, S.; Christou, K.; Skitsas, M.; Bosio, A.; Deveautour, B.; Girard, P.; Traiola, M.; Virazel, A.; Dos Santos, F. Fernandes; Kritikakou, A.; Casagranda, G.; Vallero, M.; Vella, F.; Rech, P.; Bolzani Poehls, L. M.; Krstic, M.; Andjelkovic, M.; Vargas, F.; Tshagharyan, G.; Harutyunyan, G.; Vardanian, V.; Shoukourian, S.; Zorian, Y.; Dworak, J.; Nepal, K.; Manikas, T.; Taouil, M.; Fieback, M.; Gebregiorgis, A.; Bishnoi, R.; Hamdioui, S.; Chatterjee, A.; Saha, A.; Komarraju, S.; Ma, K.; Amarnath, C.; Tahoori, M.; Mayahinia, M.; Rajabalipanah, M.; Basharkhah, K.; Nosrati, N.; Jahanpeima, Z.; Navabi, Z.; Wunderlich, H. -J.; Hellebrand, S.. - ELETTRONICO. - (2025), pp. 1-48. ( 2025 IEEE European Test Symposium, ETS 2025 Tallinn, Estonia 26-30 May 2025) [10.1109/ets63895.2025.11049652]. | 1-gen-2025 | Bernardi, P.Di Carlo, S.Prinetto, P.Reorda, M. SonzaViolante, M. + | European_Test_Symposium_Teams_an_Anniversary_Snapshot.pdf; ETSteams_2025_Draft1.pdf |
| Exploiting the correlation with traditional fault models to speed-up cell-aware fault simulation / Khoshzaban, Reza; Guglielminetti, Iacopo; Grosso, Michelangelo; Sonza Reorda, Matteo; Cantoro, Riccardo. - (2025), pp. 418-421. ( International Test Conference San Diego, CA (USA) 20-26 September 2025) [10.1109/ITC58126.2025.00054]. | 1-gen-2025 | Reza KhoshzabanMichelangelo GrossoMatteo Sonza ReordaRiccardo Cantoro + | Exploiting_the_correlation_with_traditional_fault_models_to_speed_up_cell_aware_faultsim_poster_ITC.pdf; Exploiting_the_correlation_with_traditional_fault_models_to_speed-up_cell-aware_fault_simulation.pdf |
| GPD: Predictive Control Flow Error Detection Leveraging Data Flow Error Detection Methods / Raghunandana K, K; Yogesh Prasad, K R; Sonza Reorda, M.; Virendra, Singh. - (2025), pp. 1-5. ( 31st IEEE International Symposium on On-Line Testing and Robust System Design, IOLTS 2025 Ischia (ITA) 07-09 July 2025) [10.1109/iolts65288.2025.11116971]. | 1-gen-2025 | M. Sonza Reorda + | GPD_Predictive_Control_Flow_Error_Detection_Leveraging_Data_Flow_Error_Detection_Methods.pdf |
| Improving CNN Runtime Robustness Against Soft Errors by Dropout Layer Optimization / Sierra, Robert Limas; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Reorda, Matteo Sonza. - (2025), pp. 1-6. ( 2025 IEEE 26th Latin American Test Symposium (LATS) San Andres Islas (COL) 11-14 March 2025) [10.1109/lats65346.2025.10963963]. | 1-gen-2025 | Sierra, Robert LimasEsposito, GiuseppeGuerrero-Balaguera, Juan-DavidRodriguez Condia, Josie E.Reorda, Matteo Sonza | Improving_CNN_Runtime_Robustness_Against_Soft_Errors_by_Dropout_Layer_Optimization.pdf |
| Investigating and Mitigating Critical Faults in Floating-Point and Posit Arithmetic Hardware / Rodriguez Condia, Josie Esteban; Guerrero-Balaguera, Juan-David; Sierra, Robert Limas; Reorda, Matteo Sonza. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - 13:4(2025), pp. 1605-1617. [10.1109/tetc.2025.3615827] | 1-gen-2025 | Rodriguez Condia, Josie EstebanGuerrero-Balaguera, Juan-DavidSierra, Robert LimasReorda, Matteo Sonza | Investigating_and_Mitigating_Critical_Faults_in_Floating-Point_and_Posit_Arithmetic_Hardware.pdf; Investigating_and_Mitigating_Critical_Faults_in_Floating-Point_and_Posit_Arithmetic_Hardware.pdf |