Towards Privacy-Preserving Network Monitoring: Issues and Challenges
Giuseppe Bianchi, Enrico Boschi, Dimitra I. Kaklamani, Eleftherios A. Koutsoloukas, Georgios V. Lioudakis, Francesco Oppedisano, Martin Petraschek, Fabio Ricciato, Carsten Schmoll · 2007
Passive network monitoring is required for the operation and maintenance of communication networks as well as to detect frauds and attacks. Typically, raw packet-level traffic traces are collected using suitable traffic probe devices and fed to monitoring applications (IDSs, antivirus, etc.) for analysis, with potential risks for the legitimate privacy rights of the customers. This paper aims to discuss the technical feasibility and the underlying research challenges of a two-tiered privacy-preserving network monitoring system, where carefully designed data protection mechanisms can coexist with suitably adapted monitoring applications.