Ital-IA 2023
Ital-IA 2023 Thematic Workshops

Table of Contents

• Summary: There were 157 papers submitted for peer-review to Ital-IA 2023 Thematic Workshops. Out of these, 109 papers were accepted for this volume, as short papers.

Thematic Workshop: AI for Industry

• Advanced AI-based approaches in Industry 4.0 of the University of Naples Federico II node of the CINI-AIIS Lab 1-6
  Lorenzo De Donato, Antonino Ferraro, Antonio Galli, Michela Gravina, Stefano Marrone, Vincenzo Moscato, Giancarlo Sperlì, Valeria Vittorini, Carlo Sansone
• Where Research meets Industry: New Challenges and Opportunities at AImageLab 7-12
  Rita Cucchiara, Lorenzo Baraldi, Simone Calderara, Marcella Cornia, Matteo Fabbri, Costantino Grana, Angelo Porrello, Roberto Vezzani
• Artificial Vision Algorithms for Industry 13-18
  Giovanni Maria Farinella, Antonino Furnari
• Communication Costs Analysis of Unsupervised Federated Learning: an Anomaly Detection Scenario 19-24
  Mirko Nardi, Lorenzo Valerio, Andrea Passarella
• Few Shot Learning Approaches for Classifying Rare Mobile-App Encrypted Traffic Samples 25-30
  Giampaolo Bovenzi, Davide Di Monda, Antonio Montieri, Valerio Persico, Antonio Pescapé
• Structural shape reconstruction of non-linear systems via Variational Autoencoders 31-36
  Roberta Cumbo, Roberto Morelli, Abhishek Kumar, Alessandro Nicolosi
• Wearable Visual Intelligence to Assist Humans in Workplaces 37-41
  Giovanni Maria Farinella, Antonino Furnari, Francesco Ragusa
• Test Time Adaptation for Egocentric Vision 42-47
  Simone Alberto Peirone, Mirco Planamente, Barbara Caputo, Giuseppe Averta
• Social and hUman ceNtered XR 48-53
  Claudio Vairo, Marco Callieri, Fabio Carrara, Paolo Cignogni, Marco Di Benedetto, Claudio Gennaro, Daniela Giorgi, Gianpaolo Palma, Lucia Vadicamo, Giuseppe Amato
• Skip-SegFormer - Efficient Semantic Segmentation for urban driving 54-59
  Andrea Lombardi, Emanuel Di Nardo, Angelo Ciaramella
• HyperHound: a Framework for Hyperspectral Image Analysis and Target Detection using Deep Learning Models 60-65
  Rosario Di Carlo, Roberto Morelli, Alessandro Nicolosi
• Towards Greener Logistics: a Multi-Body Simulation to Test Pallet Stability 66-71
  Eleonora Iotti, Alessandro Dal Palù, Francesco Bertinelli, Gianluca Contesso
• Incremental Automatic Image Annotation 72-77
  Luigi Sabetta, Francesco Pelosin, Giulia Denevi, Alessandro Nicolosi
• Artificial Intelligence in virtualized networks: a journey 78-83
  Silvia Fichera, Antonino Artale, Arman Derstepanians, Luigi Pannocchi, Tommaso Cucinotta
• Building a Platform for Intelligent Document Processing: Opportunities and Challenges 84-89
  Francesco Visalli, Antonio Patrizio, Antonio Lanza, Prospero Papaleo, Anupam Nautiyal, Mariella Pupo, Umberto Scilinguo, Ermelinda Oro, Massimo Ruffolo
• An adaptable method for developing an Open-domain Question Answering system 90-95
  Sara Piscitelli, Sara Cardarelli, Alessandro Nicolosi
• A deep Natural Language Inference predictor in Italian without Italian training data 96-99
  Lorenzo Corradi, Alessandro Manenti, Francesca Del Bonifro, Dario Del Sorbo
• A Formal Approach to a Knowledge Base for Business Process Analysis 100-104
  Antonio De Nicola, Anna Formica, Ida Mele, Michele Missikoff, Francesco Taglino
• AI and data-driven infrastructures for workflow automation and integration in advanced research and industrial applications 105-111
  Tommaso Forni, Mario Vozza, Fabio Le Piane, Andrea Lorenzoni, Matteo Baldoni, Francesco Mercuri

Thematic Workshop: AI for Health and Medicine

• AI in healthcare: Activities of the University of Naples Federico II node of the CINI-AIIS Lab 112-117
  Antonio Bosco, Salvatore Capuozzo, Biase Celano, Michela Gravina, Stefano Marrone, Maria Paola Maurelli, Vincenzo Moscato, Giuseppe Pontillo, Marco Postiglione, Antonio Maria Rinaldi, Laura Rinaldi, Cristiano Russo, Giancarlo Sperlì, Cristian Tommasino, Giuseppe Cringoli, Carlo Sansone
• Medical image interpretation challenges and research activities of the tAImedIA group at UniBS 118-123
  Alberto Signoroni, Mattia Savardi, Davide Farina, Sergio Benini, Edoardo Coppola, Damiano Ferrari, Mauro Massussi, Salvatore Curello, Michele Svanera, Giuseppe D'Ancona
• Data Science and Artificial Intelligence for Life Sciences at the University of Trieste 124-127
  Giula Barbati, Luca Bortolossi, Giulio Caravagna
• AIMH Lab 2022 Activities for Healthcare 128-133
  Fabio Carrara, Luca Ciampi, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
• Building an AI-Enabled Metaverse for Intelligent Healthcare: Opportunities and Challenges 134-139
  Valerio Guarrasi, Lorenzo Tronchin, Camillo Maria Caruso, Aurora Rofena, Guido Manni, Fatih Aksu, Domenico Paolo, Giulio Iannello, Rosa Sicilia, Ermanno Cordelli, Paolo Soda
• Artificial Intelligence in Medicine: From Imaging to Omics 140-145
  Carlo Adornetto, Pierangela Bruno, Francesco Calimeri, Edoardo De Rose, Gianluigi Greco
• Exploring the potentials and challenges of Artificial Intelligence in supporting clinical diagnostics and remote assistance for the health and well-being of individuals 146-153
  Andrea Berti, Rossana Buongiorno, Gianluca Carloni, Claudia Caudai, Giulio Del Corso, Danila Germanese, Eva Pachetti, Maria Antonietta Pascali, Sara Colantonio
• Artificial intelligence methods for biomedical imaging and omics data 154-159
  Carlo Alberto Barbano, Marco Beccuti, Francesca Cordero, Desislav Nikolaev Ivanov, Nicola Licheri, Simone Pernice, Alberto Presta, Riccardo Renzulli, Marco Grangetto
• Simulation, optimization, and process mining: practicals applications in healthcare 160-165
  Roberto Aringhieri, Matteo Di Cunzolo, Matteo Dutto, Laura Genga, Alberto Guastalla, Mirko Locatelli, Laura Pellegrini, Giulia Ruffini, Emilio Sulis, Lavinia Chiara Tagliabue, Adriana Boccuzzi
• Exploring Psychological Data by Integrating Explanatory and Predictive Approaches through Artificial Neural Networks: A Brief Overview of Current Applications 166-170
  Monica Casella, Pasquale Dolce, Raffaella Esposito, Maria Luongo, Davide Marocco, Nicola Milano, Michela Ponticorvo, Roberta Simeoli
• AI-based solutions for the analysis of biomedical images and signals 171-176
  Fabiola De Marco, Alessia Auriemma Citarella, Luigi Di Biasi, Lorenzo D'Errico, Rita Francese, Giovanni Mettivier, Mariacarla Staffa, Genoveffa Tortora
• AI poWered cancer predIction, diagnosis and treatmeNt 177-182
  Giampaolo Fiorentino, Mario Veniero, Ciro Romano
• AI for Emotional Human-Robot Interaction in Assistive Scenarios 183-188
  Mariacarla Staffa, Lorenzo D'Errico, Ilaria Amaro, Attilio Della Greca, Rita Francese, Genoveffa Tortora, Cesare Tucci, Giuliana Vitiello
• Leveraging Artificial Intelligence to Fight (Cyber)Bullying for Human Well-being: The BullyBuster Project 189-194
  Giulia Orr&ugrave, Antonio Galli, Vincenzo Gattulli, Michela Gravina, Stefano Marrone, Marco Micheletto, Angela Procaccino, Wanda Nocerino, Grazia Terrone, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone
• GPT3 for Healthy Ageing? 195-199
  Laura Burzagli, Simone Naldini
• Predicting Human Emotions using EEG-based Brain computer Interface and Interpretable Machine Learning 200-205
  Tommaso Colafiglio, Paolo Sorino, Angela Lombardi, Domenico Lofù, Tommaso Di Noia
• Balancing Uneven Knowledge of Hospital Nodes for ICU Patients Diagnosis through Federated Learning 206-211
  Giovanni Paragliola, Claudia Di Napoli, Patrizia Ribino, Luca Serino
• Artificial Intelligence Based Web Platform for Home Screening in Digital Neurology 212-216
  Francesca Laganaro, Raffaella Calabrese, Annalisa Mancini, Matteo Angelucci, Antonio Pallotti
• AI-empowered m-health systems for Personalised Services and Digital Phenotyping 217-222
  Franca Delmastro, Flavio Di Martino, Mattia G. Campana

Thematic Workshop: AI for the Public Administration

• Navigating the Legal Landscape: Developing Italy's Official Legal Knowledge Graph for Enhanced Legislative and Public Services 223-228
  Vito Walter Anelli, Eros Brienza, Marco Recupero, Francesco Greco, Andrea De Maria, Tommaso Di Noia, Eugenio Di Sciascio
• A pipeline for data management, knowledge extraction and semantic analysis of unstructured legal judgments 229-234
  Chiara Bonfanti, Michele Colombino, Giorgia Iacobellis, Rachele Mignone, Ivan Spada, Laurentiu Jr Marius Zaharia, Marinella Quaranta, Marianna Molinari, Susanna Marta, Ilaria Angela Amantea, Davide Audrito, Emilio Sulis, Luigi Di Caro, Guido Boella
• AI-Assisted Legal Holding Extraction 235-239
  Praveen Bushipaka, Daniele Licari, Gabriele Marino, Giovanni Comandé, Tommaso Cucinotta
• BureauBERTo: adapting UmBERTo to the Italian bureaucratic language 240-248
  Serena Auriemma, Mauro Madeddu, Martina Miliani, Alessandro Bondielli, Lucia C. Passaro, Alessandro Lenci
• Application of XAI to the Integrated Quality Management in Public Administration 249-254
  Mario Veniero, Giampaolo Fiorentino, Ciro Romano
• AI Applied to the Analysis of the Contracts of the Italian Public Administrations 255-260
  Roberto Nai, Ishrat Fatima, Gabriele Morina, Emilio Sulis, Laura Genga, Rosa Meo, Paolo Pasteris
• Improving Citizen Inclusivity through Conversational AI. The PROTECT Approach 261-266
  Maristella Matera, Ludovica Piro, Emanuele Pucci, Maria Francesca Costabile, Rosa Lanzilotti, Antonio Piccinno
• Sistemi Basati sull'Intelligenza Artificiale per il Supporto alle Decisioni negli Appalti Pubblici (Artificial Intelligence Systems for Decision Support in Public Procurement) 267-271
  Pierpaolo Basile, Marco Di Ciano, Nicola Lopane, Pasquale Lops, Giuseppe Marziale, Monica Messa, Lucia Siciliani, Vincenzo Taccardi, Vincenzo Tamburrano
• Students’ Careers and AI: a decision-making support system for Academia 272-277
  Flavio Bertini, Alessandro Dal Palù, Andrea Formisano, Andrea Pintus, Sara Rainieri, Luana Salvarani
• Towards a Conversational-Based Agent for Health Services 278-283
  Michael Soprano, Kevin Roitero, Vincenzo Della Mea, Stefano Mizzaro
• Why are Italian trials taking so long? A process mining approach 284-289
  Barbara Pernici, Marco Dilettis, Paolo Gerosa, Alessandro Campi
• Profiles of Legal Knowledge Representation and Reasoning in the Semantic Web: an opportunity for AI in the Public Administration 290-295
  Enrico Francesconi, Ginevra Peruginelli
• A EU Workflow for Seamless Maintenance and Publication of Data, Metadata and Legal Acts 296-301
  Armando Stellato, Manuel Fiorelli, Andrea Turbati, Tiziano Lorenzetti
• Intelligenza artificiale e pubbliche amministrazioni, tra incertezze definitorie, usi disomogenei e giudici supplenti (Artificial intelligence and public administrations, between definitional uncertainties, inhomogeneous uses and substitute judges) 302-311
  Marina Pietrangelo, Lorenzo Nannipieri

Thematic Workshop: Responsible and Trustworthy AI

• Toward a cost-effective fairness-aware ML lifecycle 312-317
  Elisa Bussi, Andrea Basso, Elena Maran, Claudia Chiavarino, Simone Severini
• Fairness, Debiasing and Privacy in Computer Vision and Medical Imaging 318-323
  Carlo Alberto Barbano, Edouard Duchesnay, Benoit Dufumier, Pietro Gori, Marco Grangetto
• AI Security and Safety: The PRALab Research Experience 324-328
  Ambra Demontis, Maura Pintor, Luca Demetrio, Angelo Sotgiu, Daniele Angioni, Giorgio Piras, Srishti Gupta, Battista Biggio, Fabio Roli
• Let the AI assisted medicine remain human - Developing a care centered model of ethical decision making in AI based healthcare 329-334
  Francesca Morpurgo, Carmela Occhipinti
• Towards Empathetic Care Robots 335-340
  Abeer Dyoub, Stefania Costantini, Andrea Monaldini, Pierangelo Dell’Acqua
• Human Understanding Capabilities of Symbiotic AI systems in FAIR (Future Artificial Intelligence Research) 341-346
  Pierluigi Amodio, Lucia Siciliani, Linda Antonella Antonucci, Cristiano Tamborrino, Pierpaolo Basile, Paolo Taurisano, Marco de Gemmis, Felice Iavernaro, Pasquale Lops, Francesca Mazzia, Cataldo Musto, Marco Polignano, Giovanni Semeraro, Lucia Siciliani, Cristiano Tamborrino, Paolo Taurisano
• Counterfactual Reasoning for Responsible AI Assessment 347-352
  Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio
• Making AI trustworthy in multimodal and healthcare scenarios 353-358
  Ermanno Cordelli, Valerio Guarrasi, Giulio Iannello, Filippo Ruffini, Rosa Sicilia, Paolo Soda, Lorenzo Tronchin
• Trustworthy AI for Next Generation Networks: the Fed-XAI innovative paradigm from the Hexa-X EU Flagship Project 359-364
  Pietro Ducange, Francesco Marcelloni, Davide Micheli, Giovanni Nardini, Alessandro Renda, Dario Sabella, Giovanni Stea, Antonio Virdis
• Machine learning for recognition of individuals from motion capture time series: performance and explainability 365-370
  Elena Mariolina Galdi, Marco Alberti, Alessandro D'Ausilio, Alice Tomassini
• Trustworthy AI in Video Surveillance: The IMMAGINA Project 371-376
  Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Giorgio Fumera, Fabio Roli
• Responsible and Reliable AI at PICUS Lab 377-381
  Narendra Patwardhan, Lidia Marassi, Michela Gravina, Antonio Galli, Monica Zuccarini, Tannistha Maiti, Tarry Singh, Stefano Marrone, Carlo Sansone
• Responsible AI through a Software Engineering lens @ Serlab 382-387
  Maria Teresa Baldassarre, Vita Santa Barletta, Danilo Caivano, Domenico Gigante, Azzurra Ragone
• Trustworthy AI at KDD Lab 388-393
  Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Dino Pedreschi, Roberto Pellungrini, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Mattia Setzu, Rosaria Deluca
• Reliable and Explainable AI in Trieste 394-396
  Emanuele Ballarin, Luca Bortolussi, Francesca Cairoli, Chiara Gallese, Laura Nenzi, Gaia Saveri

Thematic Workshop: AI for Cybersecurity

• Using AI to face covert attacks in IoT and softwarized scenarios: challenges and opportunities 397-402
  Angelica Liguori, Simone Mungari, Marco Zuppelli, Carmela Comito, Enrico Cambiaso, Matteo Repetto, Massimo Guarascio, Luca Caviglione, Giuseppe Manco
• Exploring the Connection between Robust and Generative Models 403-408
  Senad Beadini, Iacopo Masi
• Pairing an Autoencoder and a SF-SOINN for Implementing an Intrusion Detection System 409-414
  Gabriele Voltan, Gian Luca Foresti, Marino Miculan
• Fingerprint Presentation Attacks: Tackling the Ongoing Arms Race in Biometric Authentication 415-419
  Roberto Casula, Antonio Galli, Michela Gravina, Stefano Marrone, Domenico Mattiello, Marco Micheletto, Giulia Orrù, Gian Luca Marcialis, Carlo Sansone
• Cyber Intelligence and Social Media Analytics: Current Research Trends and Challenges 420-425
  Serena Tardelli, Marco Avvenuti, Guglielmo Cola, Stefano Cresci, Tiziano Fagni, Margherita Gambini, Lorenzo Mannocci, Michele Mazza, Caterina Senette, Maurizio Tesconi
• Cybersecurity and AI: The PRALab Research Experience 426-431
  Maura Pintor, Giulia Orrù, Davide Maiorca, Ambra Demontis, Luca Demetrio, Gian Luca Marcialis, Battista Biggio, Fabio Roli
• AIMH Lab Approaches for Deepfake Detection 432-436
  Davide Alessandro Coccomini, Roberto Caldelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato
• Declarative AI and Digital Forensics: Activities and Results within the DigForASP project 437-442
  Francesca Alessandra Lisi, Gioacchino Sterlicchio
• Fighting Misinformation, Radicalization and Bias in Social Media 443-448
  Erica Coppolillo, Carmela Comito, Marco Minici, Ettore Ritacco, Gianluigi Folino, Francesco Sergio Pisani, Massimo Guarascio, Giuseppe Manco

Thematic Workshop: AI and Education

• Fostering Awareness and Personalization of Learning Artificial Intelligence 449-454
  Matteo Baldoni, Cristina Baroglio, Alessio Bottrighi, Monica Bucciarelli, Sara Capecchi, Elena Gandolfi, Cristina Gena, Francesco Ianì, Elisa Marengo, Davide Marocco, Roberto Micalizio, Luca Piovesan, Michela Ponticorvo, Amon Rapp, Annalisa Roveta, Paolo Terenziani, Francesca Ugo
• A snapshot of the evolving landscape of artificial intelligence in education 455-460
  Jessica Niewint-Gori
• Low-achievement risk assessment with machine learning 461-465
  Andrea Zanellati, Stefano P. Zingaro, Maurizio Gabbrielli
• Towards automatic spoken grammatical error correction of L2 learners of English 466-471
  Stefano Bannò, Michela Rais, Marco Matassoni
• Artificial Intelligence and Robotics in Education 472-477
  Chiara Panciroli, Anita Macauda, Luca Ferrari
• AI-Powered Learning: Personalizing Education for each Student 478-483
  Flora Amato, Antonio Galli, Michela Gravina, Lidia Marassi, Stefano Marrone, Carlo Sansone

Thematic Workshop: AI for Finance and Marketing

• A template-independent approach for information extraction in real estate documents 484-488
  Nicola Landro, Gabriele Destro, Stefano Taverni, Ignazio Gallo
• Avoiding the Pitfalls on Stock Market: Challenges and Solutions in Developing Quantitative Strategies 489-494
  Marco Bergianti, Nicola Cioffo, Francesco Del Buono, Matteo Paganelli, Angelo Porrello
• A benchmark of credit score prediction using Machine Learning 495-499
  Vincenzo Moscato, Giancarlo Sperlì
• Business Knowledge and Neural Learning: organisation-specific transformer via semantic pre-training 500-505
  Daniele Margiotta, Danilo Croce, Marco Rotoloni, Barbara Cacciamani, Roberto Basili
• AITA: A new framework for Trading Forward Testing with an Artificial Intelligence Engine 506-511
  Ivan Letteri
• Deep Learning and Large Scale Models for Bank Transactions 512-516
  Fabrizio Garuti, Simone Luetto, Rita Cucchiara, Enver Sangineto
• Novel continual learning techniques on noisy label datasets 517-521
  Monica Millunzi, Lorenzo Bonicelli, Alberto Zurli, Alessio Salman, Jacopo Credi, Simone Calderara
• Increasing Trust to AI in Finance: AI Model Validation Framework 522-525
  Seçil Arslan, Buğra Akyüz

Thematic Workshop: AI for Media & Games

• Automatic Music Transcription using Convolutional Neural Networks and Constant-Q Transform 526-531
  Yohannis Telila, Tommaso Cucinotta, Davide Bacciu
• Revolutionizing Media and Gaming with AI: Advancements in Body Measurement Calculation, Motion Tracking, Gesture Recognition, and Upper Limb Segmentation 532-537
  Gilda Manfredi, Nicola Capece, Ugo Erra, Monica Gruosso
• AIMH Lab 2022 Activities for Vision 538-543
  Luca Ciampi, Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo

Thematic Workshop: AI and Sustainability

• A Three Level Prediction of Multidimensional Poverty in Elderly 544-549
  Fabio D'Adda, Marco Cremaschi, Enza Messina, Marco Terraneo, Stefania Bandini, Francesca Gasparini
• A UNet-based solution for detecting deforestation and reduction of reservoirs and glaciers 550-554
  Silvia Naro, Alice Bovio, Carmine Cisca, Fabio Previtali
• A Workflow for Developing Biohybrid Intelligent Sensing Systems 555-560
  Edoardo Fazzari, Fabio Carrara, Fabrizio Falchi, Cesare Stefanini Donato Romano
• A round-trip journey in pruned artificial neural networks 561-566
  Andrea Bragagnolo, Enzo Tartaglione, Gianluca Dalmasso, Marco Grangetto
• AI and Robotics for waste sorting and recycling 567-570
  Alberto Bacchin, Nicola Carlon, Stefano Tonello, Alberto Pretto, Emanuele Menegatti
• AI and Sustainability: Territorial Monitoring and Waste Valorization 571-574
  Antonio Elia Pascarella, Giovanni Giacco, Mattia Rigiroli, Bruno Vento, Stefano Marrone, Giuliano Langella, Antonio Coppola, Roberto Chirone, Piero Salatino, Carlo Sansone
• AI-based Monitoring of Coastal and Marine Environments 575-579
  Francesco Camastra, Raffaele Montella, Angelo Ciaramella, Emanuel Di Nardo, Alessio Ferone, Antonio Maratea, Raffaele Montella, Antonino Staiano
• AIMH Lab for a Susteinable Bio-Inspired AI 575-584
  Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
• Human mobility, AI assistants, and urban emissions: an insidious triangle 585-589
  Luca Pappalardo, Matteo Bohm, Giuliano Cornacchia, Giovanni Mauro, Dino Pedreschi, Mirco Nanni
• Implementation and industrialization of a deep-learning model for flood wave prediction based on grid weather forecast for hourly hydroelectric plant optimization: case study on three alpine basins 590-594
  Veronica Brizzi, Giulia Baccarin, Andreas Bordonetti, Michele Comperini
• Machine Learning methods for the Atmosphere, the Ocean, and the Seabed 595-598
  Valentina Blasone, Umberto Di Laudo, Gloria Pietropolli, Luca Bortolussi, Silvia Ceramicola, Gianpiero Cossarini, Luca Manzoni
• Mitigating the Impact of Humidity on Low-Cost PM Sensors 599-604
  Martina Casari, Laura Po
• Next Activity Prediction and Elapsed Time Prediction on Process Dataset 605-609
  Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo, Gianfranco Semeraro
• Safe and Efficient Reinforcement Learning for Environmental Monitoring 610-615
  Federico Bianchi, Davide Corsi, Luca Marzari, Daniele Meli, Francesco Trotti, Maddalena Zuccotto, Alberto Castellini, Alessandro Farinelli
• Smart Electrical Grids Under the Lens of Adversarial Attacks 616-621
  Fatemeh Nazary, Yashar Deldjoo, Tommaso Di Noia, Carmelo Ardito, Eugenio Di Sciascio
• Sustainable AI: inside the deep, alongside the green 622-627
  Francesco Conte, Ermanno Cordelli, Valerio Guarrasi, Giulio Iannello, Rosa Sicilia, Paolo Soda, Matteo Tortora Lorenzo Tronchin