This page is an attempt to organize awesome publications and researchers on security metrics.

Before 2010

Sidebuster: automated detection and quantification of side-channel leaks in web application development
Kehuan Zhang, Zhou Li, Rui Wang, XiaoFeng Wang, Shuo Chen
Proceedings of the 2010 ACM Conference on Computer and Communications Security, CCS 2010

2011 - 2015

Quantifying Location Privacy
Reza Shokri, George Theodorakopoulos, Jean-Yves Le Boudec, Jean-Pierre Hubaux
Proceedings of the 2011 IEEE Symposium on Security and Privacy, S&P 2011

Measuring vote privacy, revisited
David Bernhard, VĂ©ronique Cortier, Olivier Pereira, Bogdan Warinschi
Proceedings of the 2012 ACM Conference on Computer and Communications Security, CCS 2012

Quantifying Web-Search Privacy
Arthur Gervais, Reza Shokri, Adish Singla, Srdjan Capkun, Vincent Lenders
Proceedings of the 2014 ACM Conference on Computer and Communications Security, CCS 2014

2016 - 2020

Algorithmic transparency via quantitative input influence: Theory and experiments with learning systems
Anupam Datta, Shayak Sen, Yair Zick
Proceedings of the 2017 IEEE Symposium on Security and Privacy, S&P 2017

A Qualitative Study of Dependency Management and Its Security Implications. 1513-1531
Ivan Pashchenko, Duc Ly Vu, Fabio Massacci
Proceedings of the 2020 ACM Conference on Computer and Communications Security, CCS 2020

2021 - Present

Quantifying and Mitigating Privacy Risks of Contrastive Learning
Xinlei He, Yang Zhang
Proceedings of the 2021 ACM Conference on Computer and Communications Security, CCS 2021