3 papers
cs.NI2025
Handling Large-Scale Network Flow Records: A Comparative Study on Lossy Compression
Gabriele Merlach, Damiano Ravalico, Martino Trevisan +3
Flow records, that summarize the characteristics of traffic flows, represent a practical and powerful way to monitor a network. While they already offer significant compression com…
cs.NI2024
Compact Probe Request Fingerprinting with Asymmetric Pairwise Boosting
Giovanni Baccichet, Fabio Palmese, Alessandro E. C. Redondi +1
Probe Requests are Wi-Fi management frames periodically sent by devices during network discovery. Tracking Probe Requests over time offers insights into movement patterns, traffic…
cs.NI2024
MAC Address De-Randomization Using Multi-Channel Sniffers and Two-Stage Clustering
Giovanni Baccichet, Corrado Innamorati, Alessandro E. C. Redondi +1
MAC randomization is a widely used technique implemented on most modern smartphones to protect user's privacy against tracking based on Probe Request frames capture. However, there…