RUOSPO, ANNACHIARA

RUOSPO, ANNACHIARA  

Dipartimento di Automatica e Informatica  

041203  

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Risultati 1 - 20 di 58 (tempo di esecuzione: 0.032 secondi).
Citazione Data di pubblicazione Autori File
On the resilience of INT8 Quantized Neural Networks on Low-Power RISC-V Devices / Porsia, Antonio; Perlo, Giacomo; Ruospo, Annachiara; Sanchez, Ernesto. - (In corso di stampa). (Intervento presentato al convegno AxC’25 The 10th Workshop on Approximate Computing tenutosi a Naples (ITA) nel June 23-26, 2025). In corso di stampa Antonio PorsiaGiacomo PerloAnnachiara RuospoErnesto Sanchez AxC2025.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. - (2025), pp. 1-14. [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
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. - (2025). [10.1109/TCAD.2025.3578297] 1-gen-2025 Annachiara RuospoErnesto SanchezMatteo Sonza ReordaVittorio Turco + Benchmark_Suite_for_Resilience_Assessment_of_Deep_Learning_Models.pdf
Bi-LORD: Bit-Wise Low-Cost Real Numbers Dependability Assessment in AI Applications / Azziz, Julia; Ruospo, Annachiara; Sanchez, Ernesto; Acle, Julio Pérez. - (2025), pp. 1-6. (Intervento presentato al convegno 26th IEEE Latin American Test Symposium, LATS 2025 tenutosi a San Andres Island (COL) nel 11-14 March 2025) [10.1109/lats65346.2025.10963952]. 1-gen-2025 Ruospo, AnnachiaraSanchez, Ernesto + lats25_posit.pdfBi-LORD_Bit-Wise_Low-Cost_Real_Numbers_Dependability_Assessment_in_AI_Applications.pdf
DEAR-CNN: Data-Efficient Assessment of Resiliency in Convolutional Neural Networks / Bellarmino, Nicolo'; Bosio, Alberto; Cantoro, Riccardo; Ruospo, Annachiara; Sanchez, Ernesto. - ELETTRONICO. - (2025), pp. 13-18. (Intervento presentato al convegno 28th IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS) tenutosi a Lyon (FRA) nel May 5-7, 2025) [10.1109/DDECS63720.2025.11006797]. 1-gen-2025 Nicolo' BellarminoAlberto BosioRiccardo CantoroAnnachiara RuospoErnesto Sanchez 2025_DDECS_DNN_TEST_COMPACTION_CONFERENCE (1).pdfDEAR-CNN_Data-Efficient_Assessment_of_Resiliency_in_Convolutional_Neural_Networks.pdf
DOC: Detection of On-Line Failures in CNNs / Turco, Vittorio; Bellarmino, Nicolò; Ruospo, Annachiara; Cantoro, Riccardo; Sanchez, Ernesto. - ELETTRONICO. - (2025). (Intervento presentato al convegno Latin American Test Workshop, LATW tenutosi a San Andrés (COL) nel 11-14 March 2025) [10.1109/LATS65346.2025.10963935]. 1-gen-2025 Turco VittorioNicolò BellarminoAnnachiara RuospoCantoro RiccardoErnesto Sanchez LATS2025_On_line_detection (3).pdfDOC_Detection_of_On-Line_Failures_in_CNNs.pdf
Image Test Libraries for the in-field test of ultra-low-power devices / Porsia, Antonio; Perlo, Giacomo; Ruospo, Annachiara; Sanchez, Ernesto. - ELETTRONICO. - (2025). (Intervento presentato al convegno Latin American Test Workshop, LATW tenutosi a San Andrés (Colombia) nel 11-14 March 2025) [10.1109/LATS65346.2025.10963940]. 1-gen-2025 Porsia, AntonioPerlo, GiacomoRuospo, AnnachiaraSanchez, Ernesto LATS25_ITL-3.pdfImage_Test_Libraries_for_the_In-Field_Test_of_Ultra-Low-Power_Devices.pdf
Investigating on Gradient Regularization for Testing Neural Networks / Bellarmino, Nicolo; Bosio, Alberto; Cantoro, Riccardo; Ruospo, Annachiara; Sanchez, Ernesto; Squillero, Giovanni. - ELETTRONICO. - 15509:(2025), pp. 67-81. (Intervento presentato al convegno 10th International Conference on machine Learning, Optimization and Data science (LOD 2024) tenutosi a Castiglione della Pescaia (ITA) nel September 22 – 25, 2024) [10.1007/978-3-031-82484-5_6]. 1-gen-2025 Bellarmino, NicoloBosio, AlbertoCantoro, RiccardoRuospo, AnnachiaraSanchez, ErnestoSquillero, Giovanni 2024_LOD_GRADIENT_PENALIZATION.pdf978-3-031-82484-5_6.pdf
Late Contribution: VeriSide: A Modified Verilator for Leakage Assessment at the RTL Level / Farnaghinejad, Behnam; Porsia, Antonio; Ruospo, Annachiara; Savino, Alessandro; Di Carlo, Stefano; Sanchez, Ernesto. - (2025), pp. 1-2. (Intervento presentato al convegno 26th IEEE Latin American Test Samposium 2025 tenutosi a San Andres Islas (COL) nel 11-14 March 2025) [10.1109/lats65346.2025.10963943]. 1-gen-2025 Farnaghinejad, BehnamPorsia, AntonioRuospo, AnnachiaraSavino, AlessandroDi Carlo, StefanoSanchez, Ernesto LATS2025_IRIS.pdfLate_Contribution_VeriSide_A_Modified_Verilator_for_Leakage_Assessment_at_the_RTL_Level.pdf
Power Side-Channel Vulnerabilities of a RISC-V Cryptography Accelerator Integrated into CVA6 via Core-V eXtension Interface (CV-X-IF) / Farnaghinejad, Behnam; Bellizia, Davide; Dolmeta, Alessandra; Masera, Guido; Porsia, Antonio; Ruospo, Annachiara; Di Carlo, Stefano; Savino, Alessandro; Sanchez, Ernesto. - (2025), pp. 1-10. (Intervento presentato al convegno International Test Conference 2025 tenutosi a San Diego, California nel September 21-26, 2025). 1-gen-2025 Behnam FarnaghinejadAlessandra DolmetaGuido MaseraAntonio PorsiaAnnachiara RuospoStefano Di CarloAlessandro SavinoErnesto Sanchez + -
Reliability of Deep Neural Networks: Impact and Open Issues / Ruospo, A.; Pappalardo, S.; Turco, V.; Bosio, A.; Sanchez, E.. - In: IEEE DESIGN & TEST. - ISSN 2168-2356. - ELETTRONICO. - 42:3(2025), pp. 14-25. [10.1109/MDAT.2025.3544125] 1-gen-2025 Ruospo A.Turco V.Bosio A.Sanchez E. + DesignAndTest___TPTR_Special_Issue.pdfReliability_of_Deep_Neural_Networks_Impact_and_Open_Issues.pdf
Special Session: Trustworthy Hardware-AI at the Cloud / Angione, Francesco; Bernardi, Paolo; Bosio, Alberto; Dattatraya Dixit, Harish; Pappalardo, Salvatore; Ruospo, Annachiara; Sanchez, Ernesto; Sinha, Arani; Turco, Vittorio. - ELETTRONICO. - (2025). (Intervento presentato al convegno IEEE VLSI Test Symposium 2025 tenutosi a Tempe, Arizona (USA) nel 28-30 April 2025) [10.1109/VTS65138.2025.11022869]. 1-gen-2025 Francesco AngionePaolo BernardiAnnachiara RuospoErnesto SanchezVittorio Turco + VTS25___Special_Session.pdfSpecial_Session_Trustworthy_Hardware-AI_at_the_Cloud.pdf
AI Eye Charts: measuring the visual acuity of Neural Networks with test images / Porsia, Antonio; Ruospo, Annachiara; Sanchez, Ernesto. - ELETTRONICO. - (2024), pp. 1-5. (Intervento presentato al convegno IEEE 2nd International conference on Design, Test & Technology of Integrated Systems tenutosi a Aix-en-Provence (FR) nel 14-16 October 2024) [10.1109/DTTIS62212.2024.10780079]. 1-gen-2024 Porsia, AntonioRuospo, AnnachiaraSanchez, Ernesto ITL_SpecialSession-1.pdfAI_Eye_Charts_measuring_the_visual_acuity_of_Neural_Networks_with_test_images.pdf
Approximate Fault-Tolerant Neural Network Systems / Traiola, Marcello; Pappalardo, Salvatore; Piri, Ali; Ruospo, Annachiara; Deveautour, Bastien; Sanchez, Ernesto; Bosio, Alberto; Saeedi, Sepide; Carpegna, Alessio; Göğebakan, Anıl Bayram; Magliano, Enrico; Savino, Alessandro. - ELETTRONICO. - (2024), pp. 1-10. (Intervento presentato al convegno IEEE European Test Symposium (ETS) 2024 tenutosi a Der Haag (NL) nel 20-24 May 2024) [10.1109/ets61313.2024.10567290]. 1-gen-2024 Ruospo, AnnachiaraSanchez, ErnestoSaeedi, SepideCarpegna, AlessioMagliano, EnricoSavino, Alessandro + Paper___ETS24___Embedded_Tutorial.pdfApproximate_Fault-Tolerant_Neural_Network_Systems.pdf
Early Detection of Permanent Faults in DNNs Through the Application of Tensor-Related Metrics / Turco, V.; Ruospo, A.; Sanchez, E.; Sonza Reorda, M.. - ELETTRONICO. - (2024), pp. 13-18. (Intervento presentato al convegno 2024 27th International Symposium on Design & Diagnostics of Electronic Circuits & Systems (DDECS) tenutosi a Kielce (POL) nel 03-05 April 2024) [10.1109/DDECS60919.2024.10508918]. 1-gen-2024 Turco V.Ruospo A.Sanchez E.Sonza Reorda M. Early_Detection_of_Permanent_Faults_in_DNNs_Through_the_Application_of_Tensor-Related_Metrics.pdf
Model theft attack against a tinyML application running on an Ultra-Low-Power Open-Source SoC / Porsia, Antonio; Ruospo, Annachiara; Sanchez, Ernesto. - ELETTRONICO. - (2024), pp. 63-66. (Intervento presentato al convegno 21st ACM International Conference on Computing Frontiers Workshops and Special Sessions (CF '24 Companion) tenutosi a Ischia (IT) nel 07-09/05/2024) [10.1145/3637543.3652877]. 1-gen-2024 Porsia, AntonioRuospo, AnnachiaraSanchez, Ernesto OSHW24.pdf3637543.3652877.pdf
Reliable and Efficient hardware for Trustworthy Deep Neural Networks / Pappalardo, Salvatore; Piri, Ali; Ruospo, Annachiara; Deveautour, Bastien; Sanchez, Ernesto; Bosio, Alberto. - ELETTRONICO. - (2024), pp. 1-5. (Intervento presentato al convegno 2024 IEEE International Conference on Design, Test and Technology of Integrated Systems, DTTIS 2024 tenutosi a Aix-en-Provence (FRA) nel 14-16 October 2024) [10.1109/dttis62212.2024.10780183]. 1-gen-2024 Ruospo, AnnachiaraSanchez, Ernesto + DTTIS2024_SS.pdfReliable_and_Efficient_hardware_for_Trustworthy_Deep_Neural_Networks.pdf
Resiliency approaches in Convolutional, Photonic, and Spiking Neural Networks / Bosio, Alberto; Gomes, Mauricio; Pavanello, Fabio; Porsia, Antonio; Ruospo, Annachiara; Sanchez, Ernesto; Vatajelu, Elena Ioana. - ELETTRONICO. - (2024), pp. 1-10. (Intervento presentato al convegno 2024 IEEE 25th Latin American Test Symposium (LATS) tenutosi a Maceió (BRA) nel 09-12 April 2024) [10.1109/LATS62223.2024.10534615]. 1-gen-2024 Bosio, AlbertoPavanello, FabioPorsia, AntonioRuospo, AnnachiaraSanchez, ErnestoVatajelu, Elena Ioana + LATS24_SpecialSession.pdfResiliency_Approaches_in_Convolutional_Photonic_and_Spiking_Neural_Networks.pdf
SpikingJET: Enhancing Fault Injection for Fully and Convolutional Spiking Neural Networks / Göğebakan, Anıl Bayram; Magliano, Enrico; Carpegna, Alessio; Ruospo, Annachiara; Savino, Alessandro; Carlo, Stefano Di. - ELETTRONICO. - (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 (FRA) nel 03-05 July 2024) [10.1109/iolts60994.2024.10616060]. 1-gen-2024 Magliano, EnricoCarpegna, AlessioRuospo, AnnachiaraSavino, AlessandroCarlo, Stefano Di + SpikingJET_Enhancing_Fault_Injection_for_Fully_and_Convolutional_Spiking_Neural_Networks.pdfPaper_IOLTS_2024___AI_THREATS_WS___SpikingJET.pdf
A Fast Reliability Analysis of Image Segmentation Neural Networks Exploiting Statistical Fault Injections / Gavarini, G; Ruospo, A; Sanchez, E. - (2023), pp. 1-6. (Intervento presentato al convegno 2023 IEEE 24th Latin American Test Symposium (LATS) tenutosi a Veracruz (Mexico) nel 21-24 March 2023) [10.1109/LATS58125.2023.10154488]. 1-gen-2023 Gavarini, GRuospo, ASanchez, E A_Fast_Reliability_Analysis_of_Image_Segmentation_Neural_Networks_Exploiting_Statistical_Fault_Injections.pdf