25 citations · 45 across the 23 of their papers we have counts for
6 papers · 1 filter
Differential Privacy of Network Parameters from a System Identification Perspective
Andrew Campbell, Anna Scaglione, Hang Liu +3
This paper addresses the problem of protecting network information from privacy system identification (SI) attacks when sharing cyber-physical system simulations. We model analyst…
Differential Privacy in Aggregated Mobility Networks: Balancing Privacy and Utility
Ammar Haydari, Chen-Nee Chuah, Michael Zhang +2
Location data is collected from users continuously to understand their mobility patterns. Releasing the user trajectories may compromise user privacy. Therefore, the general practi…
Colored Noise Mechanism for Differentially Private Clustering
Nikhil Ravi, Anna Scaglione, Sean Peisert
The goal of this paper is to propose and analyze a differentially private randomized mechanism for the -means query. The goal is to ensure that the information received about th…
Optimum Noise Mechanism for Differentially Private Queries in Discrete Finite Sets
Sachin Kadam, Anna Scaglione, Nikhil Ravi +3
The Differential Privacy (DP) literature often centers on meeting privacy constraints by introducing noise to the query, typically using a pre-specified parametric distribution mod…
Catch Me If You Can: Using Power Analysis to Identify HPC Activity
Bogdan Copos, Sean Peisert
Monitoring users on large computing platforms such as high performance computing (HPC) and cloud computing systems is non-trivial. Utilities such as process viewers provide limited…
Trusted CI Experiences in Cybersecurity and Service to Open Science
Andrew Adams, Kay Avila, Jim Basney +16
This article describes experiences and lessons learned from the Trusted CI project, funded by the US National Science Foundation to serve the community as the NSF Cybersecurity Cen…