9 papers
Early-Stage IoT Device Identification Using Passive Network Traffic Analysis
Alex Ciechonski, Fabio Palmese, Alessandro E. C. Redondi +1
The rapid proliferation of Internet of Things (IoT) devices introduces significant security challenges due to limited visibility and weak device-level guarantees. Accurate and time…
Zigbee vs. Matter over Thread: Understanding IoT Protocol Performance in Practice
Massimo Nobile, Fabio Palmese, Antonio Boiano +2
The widespread adoption of the Internet of Things (IoT) has positioned smart homes as paradigmatic examples of distributed automation systems, where reliability, efficiency, and in…
Lossy Compression of Network Feature Data: When Less Is Enough
Fabio Palmese, Gabriele Merlach, Damiano Ravalico +2
Network traffic analysis increasingly relies on feature-based representations to support monitoring and security in the presence of pervasive encryption. Although features are more…
Analyzing Zigbee Traffic: Datasets, Classification and Storage Trade-offs
Antonio Boiano, Dalin Zheng, Fabio Palmese +2
Zigbee is widely used in smart home environments due to its low power consumption and support for mesh networking, making it a relevant target for traffic-based IoT forensic analys…
Lossy Compression of Cellular Network KPIs
Andrea Pimpinella, Fabio Palmese, Alessandro E. C. Redondi
Network Key Performance Indicators (KPIs) are a fundamental component of mobile cellular network monitoring and optimization. Their massive volume, resulting from fine-grained meas…
Efficient Wi-Fi Sensing for IoT Forensics with Lossy Compression of CSI Data
Paolo Cerutti, Fabio Palmese, Marco Cominelli +1
Wi-Fi sensing is an emerging technology that uses channel state information (CSI) from ambient Wi-Fi signals to monitor human activity without the need for dedicated sensors. Wi-Fi…