Marchisio, Alberto

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Prefix title Titel (vorangestellt)
Univ.Ass. Dott.mag.
 
Full name Familienname, Vorname
Marchisio, Alberto
 
Postfix title Titel (nachgestellt)
BSc
 
Main Affiliation Organisations­zuordnung
 
ORCID

Own Publications Eigene Publikationen

Results 1-20 of 33 (Search time: 0.002 seconds).

PreviewAuthors / EditorsTitleTypeIssue Date
1Marchisio, Alberto ; Nanfa, Giorgio ; Khalid, Faiq ; Hanif, Muhammad Abdullah ; Martina, Maurizio ; Shafique, Muhammad SeVuc: A study on the Security Vulnerabilities of Capsule Networks against adversarial attacksArticle Artikel Feb-2023
2Viale, Alberto ; Marchisio, Alberto ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad LaneSNNs: Spiking Neural Networks for Lane Detection on the Loihi Neuromorphic ProcessorInproceedings Konferenzbeitrag Dec-2022
3Marchisio, Alberto ; Mrazek, Vojtech ; Massa, Andrea ; Bussolino, Beatrice ; Martina, Maurizio ; Shafique, Muhammad RoHNAS: A Neural Architecture Search Framework With Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule NetworksArticle Artikel 13-Oct-2022
4Marchisio, Alberto ; Bussolino, Beatrice ; Salvati, Edoardo ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad Enabling Capsule Networks at the Edge through Approximate Softmax and Squash OperationsInproceedings Konferenzbeitrag 2022
5Nikfam, Farzad ; Marchisio, Alberto ; Martina, Maurizio ; Shafique, Muhammad AccelAT: A Framework for Accelerating the Adversarial Training of Deep Neural Networks Through Accuracy GradientArticle Artikel 2022
6Marchisio, Alberto ; Caramia, Giovanni ; Martina, Maurizio ; Shafique, Muhammad fakeWeather: Adversarial Attacks for Deep Neural Networks Emulating Weather Conditions on the Camera Lens of Autonomous SystemsInproceedings Konferenzbeitrag 2022
7Dave, Shail ; Marchisio, Alberto ; Hanif, Muhammad Abdullah ; Guesmi, Amira ; Shrivastava, Aviral ; Alouani, Ihsen ; Shafique, Muhammad Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML SystemsInproceedings Konferenzbeitrag 2022
8Hanif, Muhammad Abdullah ; Sarda, Giuseppe Maria ; Marchisio, Alberto ; Masera, Guido ; Martina, Maurizio ; Shafique, Muhammad CoNLoCNN: Exploiting Correlation and Non-Uniform Quantization for Energy-Efficient Low-precision Deep Convolutional Neural NetworksInproceedings Konferenzbeitrag 2022
9Marchisio, Alberto ; Mrazek, Vojtech ; Hanif, Muhammad Abdullah ; Shafique, Muhammad FEECA: Design Space Exploration for Low-Latency and Energy-Efficient Capsule Network AcceleratorsArtikel Article 2021
10Colucci, Alessio ; Juhasz, David ; Mosbeck, Martin ; Marchisio, Alberto ; Rehman, Semeen ; Kreutzer, Manfred ; Nadbath, Gunther ; Jantsch, Axel ; Shafique, Muhammad MLComp: A Methodology for Machine Learning-based Performance Estimation and Adaptive Selection of Pareto-Optimal Compiler Optimization SequencesKonferenzbeitrag Inproceedings 2021
11Viale, Alberto ; Marchisio, Alberto ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad CarSNN: An Efficient Spiking Neural Network for Event-Based Autonomous Cars on the Loihi Neuromorphic Research ProcessorKonferenzbeitrag Inproceedings 2021
12Marchisio, Alberto ; Pira, Giacomo ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad R-SNN: An Analysis and Design Methodology for Robustifying Spiking Neural Networks against Adversarial Attacks through Noise Filters for Dynamic Vision SensorsKonferenzbeitrag Inproceedings 2021
13Marchisio, Alberto ; Pira, Giacomo ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking Neural NetworksKonferenzbeitrag Inproceedings 2021
14El-Allami, Rida ; Marchisio, Alberto ; Shafique, Muhammad ; Alouani, Ihsen Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural ParametersKonferenzbeitrag Inproceedings 2021
15Shafique, Muhammad ; Marchisio, Alberto ; Wicaksana Putra, Rachmad Vidya ; Hanif, Muhammad Abdullah Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework ICCAD Special Session PaperKonferenzbeitrag Inproceedings2021
16Marchisio, Alberto ; Bussolino, Beatrice ; Colucci, Alessio ; Hanif, Muhammad Abdullah ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad FasTrCaps: An Integrated Framework for Fast yet Accurate Training of Capsule NetworksKonferenzbeitrag Inproceedings 2020
17Marchisio, Alberto ; Bussolino, Beatrice ; Colucci, Alessio ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad Q-CapsNets: A Specialized Framework for Quantizing Capsule NetworksKonferenzbeitrag Inproceedings 2020
18Marchisio, Alberto ; Nanfa, Giorgio ; Khalid, Faiq ; Hanif, Muhammad Abdullah ; Martina, Maurizio ; Shafique, Muhammad Is Spiking Secure? A Comparative Study on the Security Vulnerabilities of Spiking and Deep Neural NetworksKonferenzbeitrag Inproceedings 2020
19Marchisio, Alberto ; Mrazek, Vojtech ; Hanif, Muhammad Abudllah ; Shafique, Muhammad ReD-CaNe: A Systematic Methodology for Resilience Analysis and Design of Capsule Networks under ApproximationsKonferenzbeitrag Inproceedings 2020
20Marchisio, Alberto ; Massa, Andrea ; Mrazek, Vojtech ; Bussolino, Beatrice ; Martina, Maurizio ; Shafique, Muhammad NASCapsKonferenzbeitrag Inproceedings 2020