Università degli Studi dell'Insubria Insubria Space
 

InsubriaSPACE - Thesis PhD Repository >
Insubria Thesis Repository >
01 - Tesi di dottorato >

Please use this identifier to cite or link to this item: http://hdl.handle.net/10277/887

Authors: Baldini, Gianmarco
Internal Tutor: GENTILE, CLAUDIO
Title: Physical Layer Identification and authentication of electronic devices
Abstract: In this thesis, I have investigated the problem of identification and authentication of electronic devices through their physical layer intrinsic features or fingerprints. The concept is that small differences in the electronic components of electronic devices leave small but significant traces in the digital output generated by the electronic device. Then, an analysis of the digital output provides the capability to identify and/or authenticate an electronic device from its digital output with a degree of accuracy, which is based on various factors including environmental effects. This research area has become more prominent in recent times due to the increasing computing power available for signal processing and analysis, which allows a more efficient and accurate extraction of the fingerprints. Even if there is considerable research in this area, which has proven the concept both with theoretical analysis and experimental results, there are still many aspects to be investigated both for the different types of electronic devices and for the analysis of the digital output through signal processing and machine learning techniques. The PhD activities have investigated various novel aspects in comparison to the existing literature. This thesis describes most of the results and describes the novelty in comparison to previous research literature. Three specific use cases were considered: identification of wireless devices, microphones and magnetometers.
Keywords: Security, signal processing, machine learning
Subject MIUR : MAT/08 ANALISI NUMERICA
Issue Date: 2019
Language: eng
Doctoral course: Informatica e matematica del calcolo
Academic cycle: 29
Publisher: Università degli Studi dell'Insubria
Citation: Baldini, G.Physical Layer Identification and authentication of electronic devices (Doctoral Thesis, Università degli Studi dell'Insubria, 2019).

Files in This Item:

File Description SizeFormatVisibility
PhD_Thesis_BaldiniGianmarco_completa.pdftesto completo tesi5,64 MBAdobe PDFView/Open

This item is licensed under a Creative Commons License
Creative Commons


Items in InsubriaSPACE are protected by copyright, with all rights reserved, unless otherwise indicated.


Share this record
Del.icio.us

Citeulike

Connotea

Facebook

Stumble it!

reddit


 

  ICT Support, development & maintenance are provided by the AePIC team @ CILEA. Powered on DSpace Software.  Feedback