8 citations · 18 across the 10 of their papers we have counts for
4 papers · 1 filter
Augmenting Rule-based DNS Censorship Detection at Scale with Machine Learning
Jacob Brown, Xi Jiang, Van Tran +5
The proliferation of global censorship has led to the development of a plethora of measurement platforms to monitor and expose it. Censorship of the domain name system (DNS) is a k…
Data Masking with Privacy Guarantees
Anh T. Pham, Shalini Ghosh, Vinod Yegneswaran
We study the problem of data release with privacy, where data is made available with privacy guarantees while keeping the usability of the data as high as possible --- this is impo…
Time Series Deinterleaving of DNS Traffic
Amir Asiaee, Hardik Goel, Shalini Ghosh +2
Stream deinterleaving is an important problem with various applications in the cybersecurity domain. In this paper, we consider the specific problem of deinterleaving DNS data stre…
Trusted Neural Networks for Safety-Constrained Autonomous Control
Shalini Ghosh, Amaury Mercier, Dheeraj Pichapati +3
We propose Trusted Neural Network (TNN) models, which are deep neural network models that satisfy safety constraints critical to the application domain. We investigate different me…