PATTA is the first privacy attack based on network traffic analysis in Information-Centric Networking. PATTA aims to automatically identify the category of requested content by sniffing the communication towards the first hop router. PATTA applies text processing and machine learning techniques to content names in content-oriented architectures. We evaluate PATTA in a simulated network, achieving an accuracy in determining a real-time content category equal to 96%.
2021, 2021 IEEE 46th Conference on Local Computer Networks (LCN), Pages 443-446
ICN PATTA: ICN Privacy Attack Through Traffic Analysis (04b Atto di convegno in volume)
Bardhi Enkeleda, Conti Mauro, Lazzeretti Riccardo, Losiouk Eleonora
Gruppo di ricerca: Cybersecurity