51 citations · 64 across the 9 of their papers we have counts for
9 papers
Infinity: A Scalable Infrastructure for In-Network Applications
Marcelo Abranches, Karl Olson, Eric Keller
Network programmability is an area of research both defined by its potential and its current limitations. While programmable hardware enables customization of device operation, tai…
General Domain Adaptation Through Proportional Progressive Pseudo Labeling
Mohammad J. Hashemi, Eric Keller
Domain adaptation helps transfer the knowledge gained from a labeled source domain to an unlabeled target domain. During the past few years, different domain adaptation techniques…
Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems
Mohammad J. Hashemi, Eric Keller
The increase of cyber attacks in both the numbers and varieties in recent years demands to build a more sophisticated network intrusion detection system (NIDS). These NIDS perform…
Stochastic Substitute Training: A Gray-box Approach to Craft Adversarial Examples Against Gradient Obfuscation Defenses
Mohammad Hashemi, Greg Cusack, Eric Keller
It has been shown that adversaries can craft example inputs to neural networks which are similar to legitimate inputs but have been created to purposely cause the neural network to…
Elasticizing Linux via Joint Disaggregation of Memory and Computation
Ehab Ababneh, Zaid Al-Ali, Sangtae Ha +2
In this paper, we propose a set of operating system primitives which provides a scaling abstraction to cloud applications in which they can transparently be enabled to support scal…
FluidMem: Memory as a Service for the Datacenter
Blake Caldwell, Youngbin Im, Sangtae Ha +2
Disaggregating resources in data centers is an emerging trend. Recent work has begun to explore memory disaggregation, but suffers limitations including lack of consideration of th…