Davide Andreoletti

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 33

Top Topics

Virtual Reality

Differential Privacy

Horizontally Partitioned Data

Top Venues

IEEE Internet Comput.

Publications

Seyed Muhammad Hossein Mousavi, Matteo Besenzoni, Davide Andreoletti, Achille Peternier, Silvia Giordano
The Magic XRoom: A Flexible VR Platform for Controlled Emotion Elicitation and Recognition. CoRR (2024)
Fatima Ezzeddine, Mirna Saad, Omran Ayoub, Davide Andreoletti, Martin Gjoreski, Ihab Sbeity, Marc Langheinrich, Silvia Giordano
Differential Privacy for Anomaly Detection: Analyzing the Trade-off Between Privacy and Explainability. CoRR (2024)
Omran Ayoub, Davide Andreoletti, Aleksandra Knapinska, Róza Goscien, Piotr Lechowicz, Tiziano Leidi, Silvia Giordano, Cristina Rottondi, Krzysztof Walkowiak
Liquid Neural Network-based Adaptive Learning vs. Incremental Learning for Link Load Prediction amid Concept Drift due to Network Failures. CoRR (2024)
Hussein Fawaz, Farhad Arpanaei, Davide Andreoletti, Ihab Sbeity, José Alberto Hernández, David Larrabeiti, Omran Ayoub
Reducing Complexity and Enhancing Predictive Power of ML-Based Lightpath QoT Estimation via SHAP-Assisted Feature Selection. ONDM (2024)
Sandra Mitrovic, Davide Andreoletti, Omran Ayoub
ChatGPT or Human? Detect and Explain. Explaining Decisions of Machine Learning Model for Detecting Short ChatGPT-generated Text. CoRR (2023)
Seyed Muhammad Hossein Mousavi, Matteo Besenzoni, Davide Andreoletti, Achille Peternier, Silvia Giordano
The Magic XRoom: A Flexible VR Platform for Controlled Emotion Elicitation and Recognition. MobileHCI (Companion) (2023)
Fatima Ezzeddine, Omran Ayoub, Davide Andreoletti, Silvia Giordano
SAC-FACT: Soft Actor-Critic Reinforcement Learning for Counterfactual Explanations. xAI (1) (2023)
Seyed Muhammad Hossein Mousavi, Bulat Khaertdinov, Pedro Jeuris, Enrique Hortal, Davide Andreoletti, Silvia Giordano
Emotion Recognition in Adaptive Virtual Reality Settings: Challenges and Opportunities. WAMWB@MobileHCI (2023)
Fatima Ezzeddine, Omran Ayoub, Davide Andreoletti, Massimo Tornatore, Silvia Giordano
Vertical Split Learning-Based Identification and Explainable Deep Learning-Based Localization of Failures in Multi-Domain NFV Systems. NFV-SDN (2023)
Davide Andreoletti, Cristina Rottondi, Fatima Ezzeddine, Omran Ayoub, Silvia Giordano
ML-based Network Pruning for Routing Data Overhead Reduction in Wireless Sensor Networks. WONS (2023)
Omran Ayoub, Andrea Bianco, Davide Andreoletti, Sebastian Troia, Silvia Giordano, Cristina Rottondi
On the Application of Explainable Artificial Intelligence to Lightpath QoT Estimation. OFC (2022)
Davide Andreoletti, Omran Ayoub, Achille Peternier, Tiziano Leidi, Silvia Giordano
Sensor and Feature Selection for Lightweight Emotion Recognition on Resource-Constrained Smartwatches. DASC/PiCom/CBDCom/CyberSciTech (2022)
Omran Ayoub, Sebastian Troia, Davide Andreoletti, Andrea Bianco, Massimo Tornatore, Silvia Giordano, Cristina Rottondi
Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation. JOCN 15 (1) (2022)
Davide Andreoletti, Luca Luceri, Achille Peternier, Tiziano Leidi, Silvia Giordano
The Virtual Emotion Loop: Towards Emotion-Driven Product Design via Virtual Reality. FedCSIS (2021)
Davide Andreoletti, Omran Ayoub, Silvia Giordano, Giacomo Verticale, Massimo Tornatore
Network-Based Contact Tracing for Detection of Covid-19 Contagions: A Privacy-Preserving Approach. IEEE Commun. Mag. 59 (9) (2021)
Davide Andreoletti, Luca Luceri, Tiziano Leidi, Achille Peternier, Silvia Giordano
The Virtual Emotion Loop: Towards Emotion-Driven Services via Virtual Reality. CoRR (2021)
Davide Andreoletti, Cristina Rottondi, Andrea Bianco, Silvia Giordano
A Machine Learning Framework for Scalable Routing and Wavelength Assignment in Large Optical Networks. OFC (2021)
Davide Andreoletti, Marco Paoliello, Luca Luceri, Tiziano Leidi, Achille Peternier, Silvia Giordano
A Framework for Emotion-Driven Product Design Through Virtual Reality. ISM@FedCSIS (2021)
Davide Andreoletti, Tanya Velichkova, Giacomo Verticale, Massimo Tornatore, Silvia Giordano
A Privacy-Preserving Reinforcement Learning Algorithm for Multi-Domain Virtual Network Embedding. IEEE Trans. Netw. Serv. Manag. 17 (4) (2020)
Davide Andreoletti, Omran Ayoub, Silvia Giordano, Massimo Tornatore, Giacomo Verticale
Privacy-Preserving Multi-Operator Contact Tracing for Early Detection of Covid19 Contagions. CoRR (2020)
Davide Andreoletti, Omran Ayoub, Silvia Giordano, Massimo Tornatore, Giacomo Verticale
Privacy-Preserving Multi-Operator Contact Tracing for Early Detection of Covid19 Contagions. IACR Cryptol. ePrint Arch. 2020 (2020)
Luca Luceri, Davide Andreoletti, Massimo Tornatore, Torsten Braun, Silvia Giordano
Measurement and control of geo-location privacy on Twitter. Online Soc. Networks Media 17 (2020)
Davide Andreoletti, Omran Ayoub, Silvia Giordano, Massimo Tornatore, Giacomo Verticale
Privacy-Preserving Multi-Operator Contact Tracing for Early Detection of Covid19 Contagions. GLOBECOM (Workshops) (2020)
Davide Andreoletti, Omran Ayoub, Cristina Rottondi, Silvia Giordano, Giacomo Verticale, Massimo Tornatore
A Privacy-Preserving Protocol for Network-Neutral Caching in ISP Networks. IEEE Access 7 (2019)
Davide Andreoletti, Cristina Rottondi, Silvia Giordano, Giacomo Verticale, Massimo Tornatore
An Open Privacy-Preserving and Scalable Protocol for a Network-Neutrality Compliant Caching. ICC (2019)
Davide Andreoletti, Omran Ayoub, Silvia Giordano, Giacomo Verticale, Massimo Tornatore
Privacy-Preserving Caching in ISP Networks. HPSR (2019)
Luca Luceri, Davide Andreoletti, Silvia Giordano
Infringement of Tweets Geo-Location Privacy: an approach based on Graph Convolutional Neural Networks. CoRR (2019)
Davide Andreoletti, Sebastian Troia, Francesco Musumeci, Silvia Giordano, Guido Maier, Massimo Tornatore
Network Traffic Prediction based on Diffusion Convolutional Recurrent Neural Networks. INFOCOM Workshops (2019)
Davide Andreoletti, Silvia Giordano, Cristina Rottondi, Massimo Tornatore, Giacomo Verticale
To be Neutral or Not Neutral? The In-Network Caching Dilemma. IEEE Internet Comput. 22 (6) (2018)
Davide Andreoletti, Silvia Giordano, Giacomo Verticale, Massimo Tornatore
Discovering the Geographic Distribution of Live Videos' Users: A Privacy-Preserving Approach. GLOBECOM (2018)
Omran Ayoub, Francesco Musumeci, Davide Andreoletti, Marco Mussini, Massimo Tornatore, Achille Pattavina
Optimal Cache Deployment for Video-an-Demand Delivery in Optical Metro-Area Networks. GLOBECOM (2018)
Enrico Frumento, Federica Freschi, Davide Andreoletti, Angelo Consoli
Victim Communication Stack (VCS): A flexible model to select the Human Attack Vector. ARES (2017)
Michele Buccoli, Massimiliano Zanoni, Augusto Sarti, Stefano Tubaro, Davide Andreoletti
Unsupervised feature learning for Music Structural Analysis. EUSIPCO (2016)