Francesca Soro

All Publications

  1. Soro, Francesca, An AI and data-driven approach to unwanted network traffic inspection, 2022-01-11
  2. Rescio, Tommaso; Favale, Thomas; Soro, Francesca; Mellia, Marco; Drago, Idilio, DPI Solutions in Practice: Benchmark and Comparison, in: 2021 IEEE Security and Privacy Workshops (SPW), 2021
  3. Soro, Francesca; Favale, Thomas; Giordano, Danilo; Vassio, Luca; Ben Houidi, Zied; Drago, Idilio, The New Abnormal: Network Anomalies in the AI Era, in: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning, 2021 , pp. 261 - 288
  4. Favale, Thomas; Soro, Francesca; Trevisan, Martino; Drago, Idilio; Mellia, Marco, Campus Traffic and e-Learning during COVID-19 Pandemic, in: COMPUTER NETWORKS, 2020
  5. Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo, Does domain name encryption increase users’ privacy?, in: COMPUTER COMMUNICATION REVIEW, 2020
  6. Soro, F.; Mellia, M.; Russo, N., Regular pattern and anomaly detection on corporate transaction time series, in: CEUR Workshop Proceedings, 2020
  7. Soro, Francesca; Allegretta, Mauro; Mellia, Marco; Drago, Idilio; Bertholdo, Leandro M., Sensing the Noise: Uncovering Communities in Darknet Traffic, in: Titolo volume non avvalorato, 2020
  8. Khatouni, A. S.; Soro, F.; Giordano, D., A machine learning application for latency prediction in operational 4G networks, in: 2019 IFIP/IEEE Symposium on Integrated Network and Service Management, IM 2019, 2019
  9. Soro, Francesca; Drago, Idilio; Trevisan, Martino; Mellia, Marco; Ceron, Joao; J. Santanna, Jose, Are Darknets All The Same? On Darknet Visibility for Security Monitoring, in: 2019 IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN), 2019
  10. Faroughi, Azadeh; Javidan, Reza; Mellia, Marco; Morichetta, Andrea; Soro, Francesca; Trevisan, Martino, Achieving Horizontal Scalability in Density-based Clustering for URLs, in: Proceedings of the 2018 IEEE International Conference on Big Data, 2018
  11. Casas, Pedro; Soro, Francesca; Vanerio, Juan; Settanni, Giuseppe; D'Alconzo, Alessandro, Network security and anomaly detection with Big-DAMA, a big data analytics framework, in: Proceedings of the 2017 IEEE 6th International Conference on Cloud Networking, CloudNet 2017, 2017