MARTINA, MAURIZIO
MARTINA, MAURIZIO
Dipartimento di Elettronica e Telecomunicazioni
004096
LOKI Low-Latency Open-Source Kyber-Accelerator IPs
2024 Dolmeta, Alessandra; Mirigaldi, Mattia; Martina, Maurizio; Masera, Guido
MARLIN: A Co-Design Methodology for Approximate ReconfigurabLe Inference of Neural Networks at the Edge
2024 Guella, Flavia; Valpreda, Emanuele; Caon, Michele; Masera, Guido; Martina, Maurizio
TEMET: Truncated REconfigurable Multiplier with Error Tuning
2024 Guella, Flavia; Valpreda, Emanuele; Caon, Michele; Masera, Guido; Martina, Maurizio
A Flexible NTT-based multiplier for Post-Quantum Cryptography
2023 Koleci, Kristjane; Mazzetti, Paolo; Martina, Maurizio; Masera, Guido
A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks
2023 Nikfam, Farzad; Casaburi, Raffaele; Marchisio, Alberto; Martina, Maurizio; Shafique, Muhammad
A Side channel attack methodology applied to Code-Based Post Quantum Cryptography
2023 Koleci, Kristjane; Cecchetti, Lorenzo; Ruo Roch, Massimo; Martina, Maurizio; Masera, Guido
A Survey of Automotive Radar and Lidar Signal Processing and Architectures
2023 Giuffrida, Luigi; Masera, Guido; Martina, Maurizio
Architectural Comparison Model for Area-Efficient PMAP Turbo-Decoders
2023 Favero, Simone; Martina, Maurizio; Masera, Guido
Comparative Study of Keccak SHA-3 Implementations
2023 Dolmeta, Alessandra; Martina, Maurizio; Masera, Guido
ERODE: Error Resilient Object DetEction by Recovering Bounding Box and Class Information
2023 Valpreda, Emanuele; Palumbo, Giuseppe; Caon, Michele; Masera, Guido; Martina, Maurizio
Hardware architecture for CRYSTALS-Kyber post-quantum cryptographic SHA-3 primitives
2023 Dolmeta, Alessandra; Martina, Maurizio; Masera, Guido
Implementation and integration of Keccak accelerator on RISC-V for CRYSTALS-Kyber
2023 Dolmeta, Alessandra; Mirigaldi, Mattia; Martina, Maurizio; Masera, Guido
RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks
2023 Marchisio, Alberto; De Marco, Antonio; Colucci, Alessio; Martina, Maurizio; Shafique, Muhammad
SeVuc: A study on the Security Vulnerabilities of Capsule Networks against adversarial attacks
2023 Marchisio, A; Nanfa, G; Khalid, F; Hanif, Ma; Martina, M; Shafique, M
SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers
2023 Marchisio, Alberto; Dura, Davide; Capra, Maurizio; Martina, Maurizio; Masera, Guido; Shafique, Muhammad
A Low Cost Compact Output Amplifier for Multichannel Muscle Stimulation
2022 RUO ROCH, Massimo; Martina, Maurizio
AccelAT: A Framework for Accelerating the Adversarial Training of Deep Neural Networks through Accuracy Gradient
2022 Nikfam, Farzad; Marchisio, Alberto; Martina, Maurizio; Shafique, Muhammad
AnaCoNGA: Analytical HW-CNN Co-Design Using Nested Genetic Algorithms
2022 Fasfous, Nael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Valpreda, Emanuele; Salihu, Driton; Hufer, Julian; Singh, Anmol; Nagaraja, Naveen-Shankar; Voegel, Hans-Joerg; Vu Doan, Nguyen Anh; Martina, Maurizio; Becker, Juergen; Stechele, Walter
CoNLoCNN: Exploiting Correlation and Non-Uniform Quantization for Energy-Efficient Low-precision Deep Convolutional Neural Networks
2022 Hanif, Muhammad Abdullah; Sarda, Giuseppe Maria; Marchisio, Alberto; Masera, Guido; Martina, Maurizio; Shafique, Muhammad
Enabling Capsule Networks at the Edge through Approximate Softmax and Squash Operations
2022 Marchisio, Alberto; Bussolino, Beatrice; Salvati, Edoardo; Martina, Maurizio; Masera, Guido; Shafique, Muhammad
Citazione | Data di pubblicazione | Autori | File |
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LOKI Low-Latency Open-Source Kyber-Accelerator IPs / Dolmeta, Alessandra; Mirigaldi, Mattia; Martina, Maurizio; Masera, Guido. - ELETTRONICO. - 1110:(2024), pp. 29-35. (Intervento presentato al convegno ApplePies 2023 : International Conference on Applications in Electronics Pervading Industry, Environment and Society tenutosi a Genova, Italy nel September 28-29, 2023) [10.1007/978-3-031-48121-5_4]. | 1-gen-2024 | Dolmeta, AlessandraMirigaldi, MattiaMartina, MaurizioMasera, Guido | Applepies_2023_preprint.pdf; Masera-LOKI.pdf |
MARLIN: A Co-Design Methodology for Approximate ReconfigurabLe Inference of Neural Networks at the Edge / Guella, Flavia; Valpreda, Emanuele; Caon, Michele; Masera, Guido; Martina, Maurizio. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS. - ISSN 1549-8328. - ELETTRONICO. - (2024). [10.1109/tcsi.2024.3365952] | 1-gen-2024 | Guella, FlaviaValpreda, EmanueleCaon, MicheleMasera, GuidoMartina, Maurizio | TCSI3365952.pdf; Guella-Marlin.pdf |
TEMET: Truncated REconfigurable Multiplier with Error Tuning / Guella, Flavia; Valpreda, Emanuele; Caon, Michele; Masera, Guido; Martina, Maurizio. - ELETTRONICO. - 1110:(2024), pp. 370-377. (Intervento presentato al convegno International Conference on Applications in Electronics Pervading Industry, Environment and Society tenutosi a Genova, Italy nel 28-29 September 2023) [10.1007/978-3-031-48121-5_53]. | 1-gen-2024 | Guella, FlaviaValpreda, EmanueleCaon, MicheleMasera, GuidoMartina, Maurizio | temet_final.pdf; Applepies_2023.pdf |
A Flexible NTT-based multiplier for Post-Quantum Cryptography / Koleci, Kristjane; Mazzetti, Paolo; Martina, Maurizio; Masera, Guido. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 11:(2023), pp. 3338-3351. [10.1109/ACCESS.2023.3234816] | 1-gen-2023 | Kristjane KoleciMaurizio MartinaGuido Masera + | Koleci-A_Flexible.pdf |
A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks / Nikfam, Farzad; Casaburi, Raffaele; Marchisio, Alberto; Martina, Maurizio; Shafique, Muhammad. - In: INFORMATION. - ISSN 2078-2489. - ELETTRONICO. - 14:10(2023). [10.3390/info14100537] | 1-gen-2023 | Farzad NikfamMaurizio Martina + | information-14-00537.pdf |
A Side channel attack methodology applied to Code-Based Post Quantum Cryptography / Koleci, Kristjane; Cecchetti, Lorenzo; Ruo Roch, Massimo; Martina, Maurizio; Masera, Guido. - ELETTRONICO. - 1036:(2023), pp. 90-96. (Intervento presentato al convegno International Conference on Applications in Electronics Pervading Industry, Environment and Society tenutosi a Genova, Italy nel 26-27 September, 2022) [10.1007/978-3-031-30333-3_12]. | 1-gen-2023 | Koleci, KristjaneRuo Roch, MassimoMartina, MaurizioMasera, Guido + | Apple_Pies___article__camera_ready_.pdf; Koleci-ASideChannel.pdf |
A Survey of Automotive Radar and Lidar Signal Processing and Architectures / Giuffrida, Luigi; Masera, Guido; Martina, Maurizio. - In: CHIPS. - ISSN 2674-0729. - ELETTRONICO. - 2:4(2023), pp. 243-261. [10.3390/chips2040015] | 1-gen-2023 | Giuffrida, LuigiMasera, GuidoMartina, Maurizio | Giuffrida-ASurvey.pdf |
Architectural Comparison Model for Area-Efficient PMAP Turbo-Decoders / Favero, Simone; Martina, Maurizio; Masera, Guido. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS. - ISSN 1549-7747. - ELETTRONICO. - 70:1(2023), pp. 131-135. [10.1109/TCSII.2022.3207471] | 1-gen-2023 | Maurizio MartinaGuido Masera + | Favero_Martina_Masera.pdf; Masera-Architectural.pdf |
Comparative Study of Keccak SHA-3 Implementations / Dolmeta, Alessandra; Martina, Maurizio; Masera, Guido. - In: CRYPTOGRAPHY. - ISSN 2410-387X. - ELETTRONICO. - 7:4(2023), pp. 1-16. [10.3390/cryptography7040060] | 1-gen-2023 | Dolmeta, AlessandraMartina, MaurizioMasera, Guido | cryptography-07-00060.pdf |
ERODE: Error Resilient Object DetEction by Recovering Bounding Box and Class Information / Valpreda, Emanuele; Palumbo, Giuseppe; Caon, Michele; Masera, Guido; Martina, Maurizio. - ELETTRONICO. - (2023), pp. 277-280. (Intervento presentato al convegno 18th International Conference on PhD Research in Microelectronics and Electronics tenutosi a Valencia (Spain) nel 18-21 June 2023) [10.1109/PRIME58259.2023.10161894]. | 1-gen-2023 | Valpreda, EmanueleCaon, MicheleMasera, GuidoMartina, Maurizio + | erode_prime2023_final_private.pdf; Valpreda-Erode.pdf |
Hardware architecture for CRYSTALS-Kyber post-quantum cryptographic SHA-3 primitives / Dolmeta, Alessandra; Martina, Maurizio; Masera, Guido. - ELETTRONICO. - (2023), pp. 209-212. (Intervento presentato al convegno 2023 18th Conference on Ph.D Research in Microelectronics and Electronics (PRIME) tenutosi a Valencia, Spain nel 18-21 June 2023) [10.1109/PRIME58259.2023.10161780]. | 1-gen-2023 | Dolmeta, AlessandraMartina, MaurizioMasera, Guido | Hardware_architecture_for_CRYSTALS-Kyber_post-quantum_cryptographic_SHA-3_primitives.pdf; PRIME_conference.pdf |
Implementation and integration of Keccak accelerator on RISC-V for CRYSTALS-Kyber / Dolmeta, Alessandra; Mirigaldi, Mattia; Martina, Maurizio; Masera, Guido. - ELETTRONICO. - (2023), pp. 381-382. (Intervento presentato al convegno Proceedings of the 20th ACM International Conference on Computing Frontiers tenutosi a Bologna, Italy nel 9-11 maggio 2023) [10.1145/3587135.3591432]. | 1-gen-2023 | Alessandra DolmetaMattia MirigaldiMaurizio MartinaGuido Masera | CF23_OSHW.pdf; Masera-Implementation.pdf |
RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks / Marchisio, Alberto; De Marco, Antonio; Colucci, Alessio; Martina, Maurizio; Shafique, Muhammad. - ELETTRONICO. - (2023), pp. 1-9. (Intervento presentato al convegno International Joint Conference on Neural Networks (IJCNN) tenutosi a Gold Coast (Australia) nel 18-23 Giugno 2023) [10.1109/ijcnn54540.2023.10190994]. | 1-gen-2023 | Martina, Maurizio + | RobCaps_Evaluating_the_Robustness_of_Capsule_Networks_against_Affine_Transformations_and_Adversarial_Attacks.pdf; 2304.03973.pdf |
SeVuc: A study on the Security Vulnerabilities of Capsule Networks against adversarial attacks / Marchisio, A; Nanfa, G; Khalid, F; Hanif, Ma; Martina, M; Shafique, M. - In: MICROPROCESSORS AND MICROSYSTEMS. - ISSN 0141-9331. - ELETTRONICO. - 96:(2023), pp. 1-10. [10.1016/j.micpro.2022.104738] | 1-gen-2023 | Martina, M + | 1-s2.0-S0141933122002678-main.pdf |
SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers / Marchisio, Alberto; Dura, Davide; Capra, Maurizio; Martina, Maurizio; Masera, Guido; Shafique, Muhammad. - ELETTRONICO. - (2023), pp. 1-9. (Intervento presentato al convegno nternational Joint Conference on Neural Networks (IJCNN) tenutosi a Gold Coast (Australia) nel 18-23 June 2023) [10.1109/ijcnn54540.2023.10191521]. | 1-gen-2023 | Martina, MaurizioMasera, Guido + | SwiftTron_An_Efficient_Hardware_Accelerator_for_Quantized_Transformers.pdf; 2304.03986.pdf |
A Low Cost Compact Output Amplifier for Multichannel Muscle Stimulation / RUO ROCH, Massimo; Martina, Maurizio. - ELETTRONICO. - 866 LNEE:(2022), pp. 293-299. (Intervento presentato al convegno International Conference on Applications in Electronics Pervading Industry, Environment and Society tenutosi a Pisa, Italy nel 21-22 settembre 2021) [10.1007/978-3-030-95498-7_41]. | 1-gen-2022 | Massimo Ruo RochMaurizio Martina | ApplePies2021_paper_42.pdf; RuoRoch-LowCostCompact.pdf |
AccelAT: A Framework for Accelerating the Adversarial Training of Deep Neural Networks through Accuracy Gradient / Nikfam, Farzad; Marchisio, Alberto; Martina, Maurizio; Shafique, Muhammad. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 10:(2022), pp. 108997-109007. [10.1109/ACCESS.2022.3213734] | 1-gen-2022 | Nikfam, FarzadMartina, Maurizio + | AccelAT_A_Framework_for_Accelerating_the_Adversarial_Training_of_Deep_Neural_Networks_Through_Accuracy_Gradient.pdf |
AnaCoNGA: Analytical HW-CNN Co-Design Using Nested Genetic Algorithms / Fasfous, Nael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Valpreda, Emanuele; Salihu, Driton; Hufer, Julian; Singh, Anmol; Nagaraja, Naveen-Shankar; Voegel, Hans-Joerg; Vu Doan, Nguyen Anh; Martina, Maurizio; Becker, Juergen; Stechele, Walter. - ELETTRONICO. - (2022), pp. 238-243. (Intervento presentato al convegno 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) tenutosi a Antwerp, Belgium nel 14-23 March 2022) [10.23919/DATE54114.2022.9774574]. | 1-gen-2022 | Valpreda, EmanueleMartina, Maurizio + | 2022_DATE___AnaCoNGA_Accepted_.pdf; AnaCoNGA_Analytical_HW-CNN_Co-Design_Using_Nested_Genetic_Algorithms.pdf |
CoNLoCNN: Exploiting Correlation and Non-Uniform Quantization for Energy-Efficient Low-precision Deep Convolutional Neural Networks / Hanif, Muhammad Abdullah; Sarda, Giuseppe Maria; Marchisio, Alberto; Masera, Guido; Martina, Maurizio; Shafique, Muhammad. - ELETTRONICO. - 1:(2022), pp. 1-8. (Intervento presentato al convegno International Joint Conference on Neural Networks tenutosi a Padova, Italia nel 18-23 luglio 2022) [10.1109/IJCNN55064.2022.9892902]. | 1-gen-2022 | Masera, GuidoMartina, Maurizio + | 2208.00331.pdf; CoNLoCNN_Exploiting_Correlation_and_Non-Uniform_Quantization_for_Energy-Efficient_Low-precision_Deep_Convolutional_Neural_Networks.pdf |
Enabling Capsule Networks at the Edge through Approximate Softmax and Squash Operations / Marchisio, Alberto; Bussolino, Beatrice; Salvati, Edoardo; Martina, Maurizio; Masera, Guido; Shafique, Muhammad. - ELETTRONICO. - (2022). (Intervento presentato al convegno ISLPED '22: ACM/IEEE International Symposium on Low Power Electronics and Design tenutosi a Boston (USA) nel 1-2 August 2022) [10.1145/3531437.3539717]. | 1-gen-2022 | Bussolino, BeatriceMartina, MaurizioMasera, Guido + | ispled2022_editoriale.pdf |