Davide Andreoletti

Network Traffic Prediction based on Diffusion Convolutional Recurrent Neural Networks

Davide Andreoletti, Sebastian Troìa, Francesco Musumeci et al. · 2019 · 125 citations · Full text

Internet Traffic Analysis, Engineering, Machine Learning +22

ChatGPT or Human? Detect and Explain. Explaining Decisions of Machine Learning Model for Detecting Short ChatGPT-generated Text

Sandra Mitrović, Davide Andreoletti, Omran Ayoub · arXiv (Cornell University) · 2023 · 81 citations · Full text

Engineering, Chatgpt Text, Custom Queries +21

Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation

Omran Ayoub, Sebastian Troìa, Davide Andreoletti et al. · Journal of Optical Communications and Networking · 2022 · 44 citations · Full text

Artificial Intelligence, Autonomous Network, Engineering +23

A Privacy-Preserving Reinforcement Learning Algorithm for Multi-Domain Virtual Network Embedding

Davide Andreoletti, Tanya Velichkova, Giacomo Verticale et al. · IEEE Transactions on Network and Service Management · 2020 · 23 citations · Full text

Privacy Protection, Engineering, Information Security +17

An Open Privacy-Preserving and Scalable Protocol for a Network-Neutrality Compliant Caching

Davide Andreoletti, Cristina Rottondi, Silvia Giordano et al. · 2019 · 10 citations