Accuracy and privacy on network traffic monitoring

EDIC candidacy exam
Exam president: Prof. Matthias Grossglauser
Thesis advisor: Prof. Katerina Argyraki
Thesis coadvisor: Prof. Bryan Ford
Co-examiner: Prof. Jean-Pierre Hubaux

Abstract

Background papers

Trajectory sampling for direct traffic observation - IEEE/ACM Transactions on Networking ( Volume: 9, Issue: 3, Jun 2001 )
The traffic analysis of continuous-time mixes, by Danezis G., Part of the Lecture Notes in Computer Science book series (LNCS, volume 3424)

Calibrating noise to sensitivity in private data analysis, by Dwork C., et al., Communications of the ACM: Volume 60 Issue 4, April 2017 .

Practical information