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
An Edge AI Industrial Environment Supporting Reliability Assessment and Enhancement
In corso di stampa Vilar De Farias, Gustavo; Celik, Abdullah; Rodriguez Condia, Josie E.; Pau, Danilo; Sonza Reorda, Matteo
Towards ISO 26262-compliant Vector Processors: Combining STLs and LBIST
In corso di stampa Vilar De Farias, Gustavo; Kurada, Dwijesh; Abed, Sergiu-Mohamed; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie Esteban; Bagbaba, Ahmet Cagri; Da Silva, Felipe Augusto; Sonza Reorda, Matteo
A Flexible Framework for Vector Accelerators In-field Testing
2026 Vilar De Farias, Gustavo; Rodriguez Condia, Josie Esteban; Sonza Reorda, Matteo
A Software-based Fault Tolerance Mechanism for Matrix Multiplication Operations in Tensor Cores
2026 Limas Sierra, Robert; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie Esteban; Reorda, Matteo Sonza
AI-Based Detection and Classification of Adversarial and Fault-Induced Threats in Split Computing
2026 Esposito, Giuseppe.; Magliano, Enrico.; Scarano, N.; Ahmed Eltaras, T.; Guerrero Balaguera, J. D.; Mannella, L.; Rodriguez Condia, J. E.; Ruospo, A.; Di Carlo, S.; Levorato, M.; Savino, Alessandro; Sonza Reorda, M.
Algorithm-based Fault Tolerance for RISC-V Vector Processors in Safety-critical AI Applications
2026 Abed, Sergiu-Mohamed; Bagbaba, Ahmet Cagri; O'Shea, Connie; Rodriguez Condia, Josie E.; Sonza Reorda, Matteo
Assessing the Effectiveness of Software-Based Self-Test Programs for Cell-Aware Test
2026 Khoshzaban, Reza; Guglielminetti, Iacopo; Grosso, Michelangelo; Sonza Reorda, Matteo; Cantoro, Riccardo
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
Early Reliability Assessment of AI-based Automotive Systems
2026 Hegde, Shailesh Sudhakara; Selvaraj, Dinesh Cyril; Rodriguez Condia, Josie E.; Amati, Nicola; Chiasserini, Carla Fabiana; Deflorio, Francesco; Sonza Reorda, Matteo
Evaluating tensor-related metrics for early fault detection in CNNs
2026 Turco, Vittorio; Ruospo, Annachiara; Sanchez, Ernesto; Sonza Reorda, Matteo
Exploiting spatial and temporal consistency for fault detection in semantic segmentation NN for indoor and outdoor exploration
2026 Fezza, Lorenzo; Porsia, Antonio; Ruospo, Annachiara; Sanchez, Ernesto; Sonza Reorda, Matteo; Turco, Vittorio
From Prompts to Pressure: Evaluating LLM-driven Agents for GPU Stress-code Generation
2026 Gensale, Aurora; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Condia, Josie E. Rodriguez; Cagliero, Luca; Reorda, Matteo Sonza
FT-Sparse: Algorithm-Based Fault Tolerance for Sparse CNNs Using Structured Sparsity in GPUs
2026 Rodriguez Condia, Josie Esteban; Ahmadilivani, Mohammad Hasan; Raik, Jaan; Jenihhin, Maksim; Reorda, Matteo Sonza
Reliability Assessment of Deep Neural Networks and Accelerators Across Design Stages
2026 Ahmadilivani, Mohammad Hasan; Cherezova, Natalia; Glaß, Michael; Guerrero-Balaguera, Juan-David; Jenihhin, Maksim; Kritikakou, Angeliki; Sierra, Robert Limas; Poelhs, Leticia Bolzani; Raik, Jaan; Roquet, Lucas; Santos, Fernando Fernandes Dos; Da Silva, Felipe Augusto; Reorda, Matteo Sonza; Veronesi, Alessandro; Castillo, Ernesto Cristopher Villegas; Rodriguez Condia, Josie Esteban
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| An Edge AI Industrial Environment Supporting Reliability Assessment and Enhancement / Vilar De Farias, G., Celik, A., Rodriguez Condia, J.E., Pau, D., Sonza Reorda, M.. - (In corso di stampa). (IEEE International Conference on Omni-Layer Intelligent Systems (COINS) ). | In corso di stampa | Gustavo Vilar de FariasCelik AbdullahJosie E. Rodriguez CondiaMatteo Sonza Reorda + | - |
| Towards ISO 26262-compliant Vector Processors: Combining STLs and LBIST / Vilar De Farias, G., Kurada, D., Abed, S., Guerrero-Balaguera, J., Rodriguez Condia, J.E., Bagbaba, A.C., Da Silva, F.A., Sonza Reorda, M.. - ELETTRONICO. - (In corso di stampa). (34th IFIP/IEEE International Conference on Very Large Scale Integration SoC Limassol, Cyprus 11-14 October 2026). | In corso di stampa | Vilar de Farias,GustavoAbed,Sergiu-MohamedGuerrero-Balaguera,Juan-DavidRodriguez Condia, Josie EstebanSonza Reorda,Matteo + | VLSI_SoC_2026_SS__reliability_and_functional_safety_in_vector_processors.pdf |
| A Flexible Framework for Vector Accelerators In-field Testing / Vilar De Farias, G., Rodriguez Condia, J.E., Sonza Reorda, M.. - (2026). (44th IEEE VLSI Test Symposium Napa, CA (USA) 27-29 April 2026) [10.1109/VTS69484.2026.11563325]. | 1-gen-2026 | Gustavo, Vilar de FariasJosie Esteban, Rodriguez CondiaMatteo, Sonza Reorda | A_Flexible_Framework_for_Vector_Accelerators_In-field_Testing.pdf |
| A Software-based Fault Tolerance Mechanism for Matrix Multiplication Operations in Tensor Cores / Limas Sierra, R., Guerrero-Balaguera, J., Rodriguez Condia, J.E., Reorda, M.S.. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - ELETTRONICO. - (2026), pp. 1-14. [10.1109/tc.2026.3702572] | 1-gen-2026 | Limas Sierra, RobertGuerrero-Balaguera, Juan-DavidRodriguez Condia, Josie EstebanReorda, Matteo Sonza | _TComp2024__A_Software_Fault_Tolerant_Mechanism_for_MxM_in_Tensor_Cores.pdf |
| AI-Based Detection and Classification of Adversarial and Fault-Induced Threats in Split Computing / Esposito, Giuseppe., Magliano, Enrico., Scarano, N., Ahmed Eltaras, T., Guerrero Balaguera, J.D., Mannella, L., Rodriguez Condia, J.E., Ruospo, A., Di Carlo, S., Levorato, M., Savino, A., Sonza Reorda, M.. - In: IEEE TRANSACTIONS ON DEVICE AND MATERIALS RELIABILITY. - ISSN 1530-4388. - ELETTRONICO. - (2026), pp. 1-15. [10.1109/tdmr.2026.3704933] | 1-gen-2026 | Esposito, Giuseppe.Magliano, Enrico.Scarano, N.Ahmed Eltaras, T.Guerrero Balaguera, J. D.Mannella, L.Rodriguez Condia, J. E.Ruospo, A.Di Carlo, S.Levorato, M.Savino, AlessandroSonza Reorda, M. | AI-Based_Detection_and_Classification_of_Adversarial_and_Fault-Induced_Threats_in_Split_Computing.pdf |
| Algorithm-based Fault Tolerance for RISC-V Vector Processors in Safety-critical AI Applications / Abed, S., Bagbaba, A.C., O'Shea, C., Rodriguez Condia, J.E., Sonza Reorda, M.. - (2026), pp. 1-7. (2026 IEEE 32nd International Symposium on On-Line Testing and Robust System Design (IOLTS) Polignano a Mare (ITA) 01-03 July 2026) [10.1109/iolts69666.2026.11633611]. | 1-gen-2026 | Abed, Sergiu-MohamedRodriguez Condia, Josie E.Sonza Reorda, Matteo + | _IOLTS_2026__ABFT_in_Vector_Processors.pdf; Algorithm-based_Fault_Tolerance_for_RISC-V_Vector_Processors_in_Safety-critical_AI_Applications.pdf |
| Assessing the Effectiveness of Software-Based Self-Test Programs for Cell-Aware Test / Khoshzaban, R., Guglielminetti, I., Grosso, M., Sonza Reorda, M., Cantoro, R.. - In: IEEE ACCESS. - ISSN 2169-3536. - 14:(2026), pp. 78568-78583. [10.1109/access.2026.3696050] | 1-gen-2026 | Khoshzaban, RezaGrosso, MichelangeloSonza Reorda, MatteoCantoro, Riccardo + | published_version.pdf |
| Benchmark Suite for Resilience Assessment of Deep Learning Models / Bolchini, C., Bosio, A., Cassano, L., Miele, A., Pappalardo, S., Passarello, D., Ruospo, A., Sanchez, E., Sonza Reorda, M., Turco, V.. - 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 |
| Early Reliability Assessment of AI-based Automotive Systems / Hegde, S.S., Selvaraj, D.C., Rodriguez Condia, J.E., Amati, N., Chiasserini, C.F., Deflorio, F., Sonza Reorda, M.. - In: ACM TRANSACTIONS ON THE INTERNET OF THINGS. - ISSN 2577-6207. - 7:3(2026). [10.1145/3758327] | 1-gen-2026 | SHAILESH SUDHAKARA HEGDEDINESH CYRIL SELVARAJJOSIE E. RODRIGUEZ CONDIANICOLA AMATICARLA FABIANA CHIASSERINIFRANCESCO DEFLORIOMATTEO SONZA REORDA | 3758327_mini.pdf |
| Evaluating tensor-related metrics for early fault detection in CNNs / Turco, V., Ruospo, A., Sanchez, E., Sonza Reorda, M.. - In: APPLIED SOFT COMPUTING. - ISSN 1568-4946. - ELETTRONICO. - 203, Part A:(2026). [10.1016/j.asoc.2026.116079] | 1-gen-2026 | Turco, VittorioRuospo, AnnachiaraSanchez, ErnestoSonza Reorda, Matteo | 1-s2.0-S1568494626015279-main.pdf |
| Exploiting spatial and temporal consistency for fault detection in semantic segmentation NN for indoor and outdoor exploration / Fezza, L., Porsia, A., Ruospo, A., Sanchez, E., Sonza Reorda, M., Turco, V.. - In: MICROPROCESSORS AND MICROSYSTEMS. - ISSN 0141-9331. - ELETTRONICO. - 124:(2026). [10.1016/j.micpro.2026.105306] | 1-gen-2026 | Fezza, LorenzoPorsia, AntonioRuospo, AnnachiaraSanchez, ErnestoSonza Reorda, MatteoTurco, Vittorio | 1-s2.0-S0141933126000633-main.pdf |
| From Prompts to Pressure: Evaluating LLM-driven Agents for GPU Stress-code Generation / Gensale, A., Esposito, G., Guerrero-Balaguera, J., Condia, J.E.R., Cagliero, L., Reorda, M.S.. - (2026), pp. 1-7. (32nd International Symposium on On-Line Testing and Robust System Design, IOLTS 2026 Polignano a Mare (ITA) 01-03 July 2026) [10.1109/iolts69666.2026.11633814]. | 1-gen-2026 | Gensale, AuroraEsposito, GiuseppeGuerrero-Balaguera, Juan-DavidCagliero, LucaReorda, Matteo Sonza + | From_Prompts_to_Pressure_Evaluating_LLM-driven_Agents_for_GPU_Stress-code_Generation.pdf; _IOLTS2026_GPU_COMA-1.pdf |
| FT-Sparse: Algorithm-Based Fault Tolerance for Sparse CNNs Using Structured Sparsity in GPUs / Rodriguez Condia, J.E., Ahmadilivani, M.H., Raik, J., Jenihhin, M., Reorda, M.S.. - ELETTRONICO. - (2026), pp. 1-7. (44th VLSI Test Symposium (VTS) Napa, CA (USA) 27-29 April 2026) [10.1109/vts69484.2026.11563359]. | 1-gen-2026 | Rodriguez Condia, Josie EstebanReorda, Matteo Sonza + | _VTS_26__checksum_for_sparsity_in_DNNs_old.pdf; FT-Sparse_Algorithm-Based_Fault_Tolerance_for_Sparse_CNNs_Using_Structured_Sparsity_in_GPUs.pdf |
| Reliability Assessment of Deep Neural Networks and Accelerators Across Design Stages / Ahmadilivani, M.H., Cherezova, N., Glaß, M., Guerrero-Balaguera, J., Jenihhin, M., Kritikakou, A., Sierra, R.L., Poelhs, L.B., Raik, J., Roquet, L., Santos, F.F.D., Da Silva, F.A., Reorda, M.S., Veronesi, A., Castillo, E.C.V., Rodriguez Condia, J.E.. - ELETTRONICO. - (2026), pp. 1-10. (27th Latin American Test Symposium, LATS 2026 Florianópolis (BRA) 17-20 March 2026) [10.1109/lats70329.2026.11480274]. | 1-gen-2026 | Guerrero-Balaguera, Juan-DavidSierra, Robert LimasReorda, Matteo SonzaRodriguez Condia, Josie Esteban + | LATS_2026___Special_Session.pdf; Reliability_Assessment_of_Deep_Neural_Networks_and_Accelerators_Across_Design_Stages.pdf |
| A New Online Fault Detection Mechanism for Neural Network Applications / De Paola, L., Esposito, G., Guerrero-Balaguera, J., Reorda, M.S.. - (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, N., Guerrero-Balaguera, J., Cantoro, R., Habib, S.E.D., Reorda, M.S.. - 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, R., Guerrero Balaguera, J.D., Rodriguez Condia, J.E., Sonza Reorda, M.. - 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, J., Rodriguez condia, J.E., Sierra, R.L., Reorda, M.S.. - 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, G., Magliano, E., Scarano, N., Ahmed-Eltaras, T., Guerrero-Balaguera, J., Mannella, L., Rodriguez-Condia, J., Ruospo, A., Di Carlo, S., Levorato, M., Savino, A., Sonza Reorda, M.. - (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, A., Reorda, M.S., Mariani, R., Sanchez, E.. - 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 |