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04/15/2021
Discover the Hidden Attack Path in Multi-domain Cyberspace Based on Reinforcement Learning
In this work, we present a learning-based approach to analysis cyberspac...
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12/31/2020
Quantitative Evaluations on Saliency Methods: An Experimental Study
It has been long debated that eXplainable AI (XAI) is an important topic...
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08/16/2020
Domain-specific Communication Optimization for Distributed DNN Training
Communication overhead poses an important obstacle to distributed DNN tr...
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07/09/2020
Weakness Analysis of Cyberspace Configuration Based on Reinforcement Learning
In this work, we present a learning-based approach to analysis cyberspac...
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07/04/2014
RepNet: Cutting Tail Latency in Data Center Networks with Flow Replication
Data center networks need to provide low latency, especially at the tail...
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04/03/2014