Archivio Istituzionale della RicercaESPOSITO, GIUSEPPE
ESPOSITO, GIUSEPPE
Dipartimento di Automatica e Informatica
096566
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
Comparing Application-Level Hardening Techniques for Neural Networks on GPUs
2025 Esposito, G.; Guerrero-Balaguera, J. -D.; Rodriguez Condia, J. E.; Sonza Reorda, M.
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
IoT and Edge Computing: Applications and Reliability Implications
2025 Caro-Anzola, Edward-W.; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Jiménez-López, Andrés-F.; Jiménez-López, Fabián-R.; Limas-Sierra, Robert; Ramirez-Espinosa, Gustavo; Giusto, Edoardo; Montrucchio, Bartolomeo; Vera-Cely, Oscar-F.; Rodriguez Condia, Josie Esteban
Assessing the Reliability of Different Split Computing Neural Network Applications
2024 Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Levorato, Marco; Reorda, Matteo Sonza
Enhancing the Reliability of Split Computing Deep Neural Networks
2024 Esposito, G.; Guerrero-Balaguera, J. -D.; Condia, J. E. R.; Levorato, M.; Reorda, M. S.
Evaluating Different Fault Injection Abstractions on the Assessment of DNN SW Hardening Strategies
2024 Esposito, Giuseppe; Guerrero Balaguera, Juan David; Rodriguez Condia, Josie Esteban; Sonza Reorda, Matteo
Reliability Assessment of Large DNN Models:Trading Off Performance and Accuracy
2024 Chen, Junchao; Esposito, Giuseppe; Fernandes dos Santos, Fernando; Guerrero-Balaguera, Juan-David; Kritikakou, Angeliki; Krstic, Milos; Limas-Sierra, Robert-Alexander; Rodriguez-Condia, Josie-Esteban; Sonza-Reorda, Matteo; Traiola, Marcello; Veronesi, Alessandro
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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. (Intervento presentato al convegno 2025 IEEE 31st International Symposium on On-Line Testing and Robust System Design (IOLTS) tenutosi a Ischia, Naples, Italy nel 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 |
| 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.Rodriguez Condia J. E.Sonza Reorda M. + | Comparing_Application_Level_Hardening_Techniques_for_Neural_Networks_on_GPUs.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. (Intervento presentato al convegno 2025 IEEE 26th Latin American Test Symposium (LATS) tenutosi a San Andres Islas (COL) nel 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 |
| IoT and Edge Computing: Applications and Reliability Implications / Caro-Anzola, Edward-W.; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Jiménez-López, Andrés-F.; Jiménez-López, Fabián-R.; Limas-Sierra, Robert; Ramirez-Espinosa, Gustavo; Giusto, Edoardo; Montrucchio, Bartolomeo; Vera-Cely, Oscar-F.; Rodriguez Condia, Josie Esteban. - ELETTRONICO. - (2025), pp. 1-10. (Intervento presentato al convegno 2025 IEEE 26th Latin American Test Symposium (LATS) tenutosi a San Andres Island (COL) nel 11-14 March 2025) [10.1109/lats65346.2025.10963944]. | 1-gen-2025 | Esposito, GiuseppeGuerrero-Balaguera, Juan-DavidLimas-Sierra, RobertRamirez-Espinosa, GustavoGiusto, EdoardoMontrucchio, BartolomeoRodriguez Condia, Josie Esteban + | _LATS_25__Special_Session__IoT_and_Edge_Computing__Applications_and_Reliability_Implications.pdf; IoT_and_Edge_Computing_Applications_and_Reliability_Implications.pdf |
| Assessing the Reliability of Different Split Computing Neural Network Applications / Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Levorato, Marco; Reorda, Matteo Sonza. - (2024). (Intervento presentato al convegno 2024 IEEE 25th Latin American Test Symposium (LATS) tenutosi a Maceio (BRA) nel 09-12 April 2024) [10.1109/lats62223.2024.10534618]. | 1-gen-2024 | Esposito, GiuseppeGuerrero-Balaguera, Juan-DavidRodriguez Condia, Josie E.Levorato, MarcoReorda, Matteo Sonza | Assessing_the_Reliability_of_Different_Split_Computing_Neural_Network_Applications.pdf |
| Enhancing the Reliability of Split Computing Deep Neural Networks / Esposito, G.; Guerrero-Balaguera, J. -D.; Condia, J. E. R.; Levorato, M.; Reorda, M. S.. - (2024), pp. 1-7. (Intervento presentato al convegno 2024 IEEE 30th International Symposium on On-Line Testing and Robust System Design (IOLTS) tenutosi a Rennes (FR) nel 03-05 July 2024) [10.1109/IOLTS60994.2024.10616071]. | 1-gen-2024 | Esposito G.Guerrero-Balaguera J. -D.Condia J. E. R.Levorato M.Reorda M. S. | _IOLTS2024__Hardening_Split_Computing_DNNs.pdf; Enhancing_the_Reliability_of_Split_Computing_Deep_Neural_Networks.pdf |
| Evaluating Different Fault Injection Abstractions on the Assessment of DNN SW Hardening Strategies / Esposito, Giuseppe; Guerrero Balaguera, Juan David; Rodriguez Condia, Josie Esteban; Sonza Reorda, Matteo. - ELETTRONICO. - (2024), pp. 1-6. (Intervento presentato al convegno 33rd IEEE Asian Test Symposium (ATS 2024) tenutosi a Ahmedabad, Gujarat (IND) nel 17th -20th December 2024) [10.1109/ATS64447.2024.10915284]. | 1-gen-2024 | Esposito, GiuseppeGuerrero Balaguera, Juan DavidRodriguez Condia, Josie EstebanSonza Reorda, Matteo | _ATS2024_Eval_Hard_App_NvbitPERfi-2.pdf; Evaluating_Different_Fault_Injection_Abstractions_on_the_Assessment_of_DNN_SW_Hardening_Strategies.pdf |
| Reliability Assessment of Large DNN Models:Trading Off Performance and Accuracy / Chen, Junchao; Esposito, Giuseppe; Fernandes dos Santos, Fernando; Guerrero-Balaguera, Juan-David; Kritikakou, Angeliki; Krstic, Milos; Limas-Sierra, Robert-Alexander; Rodriguez-Condia, Josie-Esteban; Sonza-Reorda, Matteo; Traiola, Marcello; Veronesi, Alessandro. - ELETTRONICO. - (2024), pp. 1-10. (Intervento presentato al convegno 2024 IFIP/IEEE 32nd International Conference on Very Large Scale Integration (VLSI-SoC) tenutosi a Tanger (MAR) nel 06-09 October 2024) [10.1109/VLSI-SoC62099.2024.10767814]. | 1-gen-2024 | Esposito,GiuseppeGuerrero-Balaguera,Juan-DavidLimas-Sierra,Robert-AlexanderRodriguez-Condia,Josie-EstebanSonza-Reorda,Matteo + | Reliability_Assessment_of_Large_DNN_Models_Trading_Off_Performance_and_Accuracy.pdf |