Davide Andreoletti

42 papers B 3C 2Journal 17Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Privacy-Preserving LLM Inference in Practice: A Comparative Survey of Techniques, Trade-Offs, and Deployability. IACR Cryptol. ePrint Arch. Davide Andreoletti, Alessandro Rudi, Emanuele Carpanzano, Francesco Lelli, Tiziano Leidi
2025	—	`conf`	Machine Learning-Based Early Detection of Potato Sprouting Using Electrophysiological Signals. SDS Davide Andreoletti, Aris Marcolongo, Natasa Sarafijanovic Djukic, Julien Roulet, Stefano Billeter, Andrzej Kurenda, Margot Visse-Mansiaux, Brice Dupuis, Carrol Annette Plummer, Beatrice Paoli, Omran Ayoub
2025	J	`jnl`	Machine Learning-based Early Detection of Potato Sprouting Using Electrophysiological Signals. CoRR Davide Andreoletti, Aris Marcolongo, Natasa Sarafijanovic Djukic, Julien Roulet, Stefano Billeter, Andrzej Kurenda, Margot Visse-Mansiaux, Brice Dupuis, Carrol Annette Plummer, Beatrice Paoli, Omran Ayoub
2025	J	`jnl`	Scalable and Privacy-Preserving Inter-AS Routing Through Machine-Learning-Based Graph Pruning. IEEE Access Davide Andreoletti, Cristina Rottondi, Silvia Giordano, Andrea Bianco
2024	—	`conf`	Detecting ChatGPT-Generated Text with GZIP-KNN: A No-Training, Low-Resource Approach. ICNLSP Matthias Berchtold, Sandra Mitrovic, Davide Andreoletti, Daniele Puccinelli, Omran Ayoub
2024	—	`conf`	Differential Privacy for Anomaly Detection: Analyzing the Trade-Off Between Privacy and Explainability. xAI (3) Fatima Ezzeddine, Mirna Saad, Omran Ayoub, Davide Andreoletti, Martin Gjoreski, Ihab Sbeity, Marc Langheinrich, Silvia Giordano
2024	J	`jnl`	Differential Privacy for Anomaly Detection: Analyzing the Trade-off Between Privacy and Explainability. CoRR Fatima Ezzeddine, Mirna Saad, Omran Ayoub, Davide Andreoletti, Martin Gjoreski, Ihab Sbeity, Marc Langheinrich, Silvia Giordano
2024	J	`jnl`	Liquid Neural Network-based Adaptive Learning vs. Incremental Learning for Link Load Prediction amid Concept Drift due to Network Failures. CoRR Omran Ayoub, Davide Andreoletti, Aleksandra Knapinska, Róza Goscien, Piotr Lechowicz, Tiziano Leidi, Silvia Giordano, Cristina Rottondi, Krzysztof Walkowiak
2024	—	`conf`	Reducing Complexity and Enhancing Predictive Power of ML-Based Lightpath QoT Estimation via SHAP-Assisted Feature Selection. ONDM Hussein Fawaz, Farhad Arpanaei, Davide Andreoletti, Ihab Sbeity, José Alberto Hernández, David Larrabeiti, Omran Ayoub
2024	—	`conf`	Synthetic Data Generation using Diffusion Models for ML-based Lightpath Quality of Transmission Estimation Under Extreme Data Scarcity. ICTON Davide Andreoletti, Cristina Rottondi, Omran Ayoub, Andrea Bianco
2024	J	`jnl`	The Magic XRoom: A Flexible VR Platform for Controlled Emotion Elicitation and Recognition. CoRR Seyed Muhammad Hossein Mousavi, Matteo Besenzoni, Davide Andreoletti, Achille Peternier, Silvia Giordano
2023	J	`jnl`	ChatGPT or Human? Detect and Explain. Explaining Decisions of Machine Learning Model for Detecting Short ChatGPT-generated Text. CoRR Sandra Mitrovic, Davide Andreoletti, Omran Ayoub
2023	—	`conf`	Emotion Recognition in Adaptive Virtual Reality Settings: Challenges and Opportunities. WAMWB@MobileHCI Seyed Muhammad Hossein Mousavi, Bulat Khaertdinov, Pedro Jeuris, Enrique Hortal, Davide Andreoletti, Silvia Giordano
2023	—	`conf`	ML-based Network Pruning for Routing Data Overhead Reduction in Wireless Sensor Networks. WONS Davide Andreoletti, Cristina Rottondi, Fatima Ezzeddine, Omran Ayoub, Silvia Giordano
2023	—	`conf`	SAC-FACT: Soft Actor-Critic Reinforcement Learning for Counterfactual Explanations. xAI (1) Fatima Ezzeddine, Omran Ayoub, Davide Andreoletti, Silvia Giordano
2023	—	`conf`	The Magic XRoom: A Flexible VR Platform for Controlled Emotion Elicitation and Recognition. MobileHCI (Companion) Seyed Muhammad Hossein Mousavi, Matteo Besenzoni, Davide Andreoletti, Achille Peternier, Silvia Giordano
2023	J	`jnl`	Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation. JOCN Omran Ayoub, Sebastian Troia, Davide Andreoletti, Andrea Bianco, Massimo Tornatore, Silvia Giordano, Cristina Rottondi
2023	—	`conf`	Vertical Split Learning-Based Identification and Explainable Deep Learning-Based Localization of Failures in Multi-Domain NFV Systems. NFV-SDN Fatima Ezzeddine, Omran Ayoub, Davide Andreoletti, Massimo Tornatore, Silvia Giordano
2022	—	`conf`	On the Application of Explainable Artificial Intelligence to Lightpath QoT Estimation. OFC Omran Ayoub, Andrea Bianco, Davide Andreoletti, Sebastian Troia, Silvia Giordano, Cristina Rottondi
2022	—	`conf`	Sensor and Feature Selection for Lightweight Emotion Recognition on Resource-Constrained Smartwatches. DASC/PiCom/CBDCom/CyberSciTech Davide Andreoletti, Omran Ayoub, Achille Peternier, Tiziano Leidi, Silvia Giordano
2021	—	`conf`	A Framework for Emotion-Driven Product Design Through Virtual Reality. ISM@FedCSIS Davide Andreoletti, Marco Paoliello, Luca Luceri, Tiziano Leidi, Achille Peternier, Silvia Giordano
2021	—	`conf`	A Machine Learning Framework for Scalable Routing and Wavelength Assignment in Large Optical Networks. OFC Davide Andreoletti, Cristina Rottondi, Andrea Bianco, Silvia Giordano
2021	J	`jnl`	Network-Based Contact Tracing for Detection of Covid-19 Contagions: A Privacy-Preserving Approach. IEEE Commun. Mag. Davide Andreoletti, Omran Ayoub, Silvia Giordano, Giacomo Verticale, Massimo Tornatore
2021	C	`conf`	The Virtual Emotion Loop: Towards Emotion-Driven Product Design via Virtual Reality. FedCSIS Davide Andreoletti, Luca Luceri, Achille Peternier, Tiziano Leidi, Silvia Giordano
2021	J	`jnl`	The Virtual Emotion Loop: Towards Emotion-Driven Services via Virtual Reality. CoRR Davide Andreoletti, Luca Luceri, Tiziano Leidi, Achille Peternier, Silvia Giordano
2020	J	`jnl`	A Privacy-Preserving Reinforcement Learning Algorithm for Multi-Domain Virtual Network Embedding. IEEE Trans. Netw. Serv. Manag. Davide Andreoletti, Tanya Velichkova, Giacomo Verticale, Massimo Tornatore, Silvia Giordano
2020	J	`jnl`	Measurement and control of geo-location privacy on Twitter. Online Soc. Networks Media Luca Luceri, Davide Andreoletti, Massimo Tornatore, Torsten Braun, Silvia Giordano
2020	—	`conf`	Privacy-Preserving Multi-Operator Contact Tracing for Early Detection of Covid19 Contagions. GLOBECOM (Workshops) Davide Andreoletti, Omran Ayoub, Silvia Giordano, Massimo Tornatore, Giacomo Verticale
2020	J	`jnl`	Privacy-Preserving Multi-Operator Contact Tracing for Early Detection of Covid19 Contagions. CoRR Davide Andreoletti, Omran Ayoub, Silvia Giordano, Massimo Tornatore, Giacomo Verticale
2020	J	`jnl`	Privacy-Preserving Multi-Operator Contact Tracing for Early Detection of Covid19 Contagions. IACR Cryptol. ePrint Arch. Davide Andreoletti, Omran Ayoub, Silvia Giordano, Massimo Tornatore, Giacomo Verticale
2020	—	`—`	Privacy-preserving service delivery in Internet. Davide Andreoletti
2019	J	`jnl`	A Privacy-Preserving Protocol for Network-Neutral Caching in ISP Networks. IEEE Access Davide Andreoletti, Omran Ayoub, Cristina Rottondi, Silvia Giordano, Giacomo Verticale, Massimo Tornatore
2019	—	`conf`	An Open Privacy-Preserving and Scalable Protocol for a Network-Neutrality Compliant Caching. ICC Davide Andreoletti, Cristina Rottondi, Silvia Giordano, Giacomo Verticale, Massimo Tornatore
2019	J	`jnl`	Infringement of Tweets Geo-Location Privacy: an approach based on Graph Convolutional Neural Networks. CoRR Luca Luceri, Davide Andreoletti, Silvia Giordano
2019	—	`conf`	Network Traffic Prediction based on Diffusion Convolutional Recurrent Neural Networks. INFOCOM Workshops Davide Andreoletti, Sebastian Troia, Francesco Musumeci, Silvia Giordano, Guido Maier, Massimo Tornatore
2019	C	`conf`	Privacy-Preserving Caching in ISP Networks. HPSR Davide Andreoletti, Omran Ayoub, Silvia Giordano, Giacomo Verticale, Massimo Tornatore
2019	—	`ch.`	UPRISE-IoT: User-Centric Privacy & Security in the IoT. Security and Privacy in the Internet of Things Silvia Giordano, Victor Morel, Melek Önen, Mirco Musolesi, Davide Andreoletti, Felipe Cardoso, Alan Ferrari, Luca Luceri, Claude Castelluccia, Daniel Le Métayer, Cédric Van Rompay, Benjamin Baron
2018	B	`conf`	Discovering the Geographic Distribution of Live Videos' Users: A Privacy-Preserving Approach. GLOBECOM Davide Andreoletti, Silvia Giordano, Giacomo Verticale, Massimo Tornatore
2018	B	`conf`	Optimal Cache Deployment for Video-an-Demand Delivery in Optical Metro-Area Networks. GLOBECOM Omran Ayoub, Francesco Musumeci, Davide Andreoletti, Marco Mussini, Massimo Tornatore, Achille Pattavina
2018	J	`jnl`	To be Neutral or Not Neutral? The In-Network Caching Dilemma. IEEE Internet Comput. Davide Andreoletti, Silvia Giordano, Cristina Rottondi, Massimo Tornatore, Giacomo Verticale
2017	B	`conf`	Victim Communication Stack (VCS): A flexible model to select the Human Attack Vector. ARES Enrico Frumento, Federica Freschi, Davide Andreoletti, Angelo Consoli
2016	—	`conf`	Unsupervised feature learning for Music Structural Analysis. EUSIPCO Michele Buccoli, Massimiliano Zanoni, Augusto Sarti, Stefano Tubaro, Davide Andreoletti