8 citations · 18 across the 10 of their papers we have counts for
Showing 2018Show all
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cs.LG2018★ 1 cited
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…
cs.LG2018★ 3 cited
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…