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03/15/2023
Gamify Stencil Dwarf on Cloud for Democratizing Scientific Computing
Stencil computation is one of the most important kernels in various scie...
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10/17/2019
Heterogeneous Graph Matching Networks
Information systems have widely been the target of malware attacks. Trad...
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05/09/2019
Adversarial Defense Framework for Graph Neural Network
Graph neural network (GNN), as a powerful representation learning model ...
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03/19/2019
A Stream-based Query System for Efficiently Detecting Abnormal System Behaviors for Enterprise Security
The need for countering Advanced Persistent Threat (APT) attacks has led...
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12/10/2018
Deep Program Reidentification: A Graph Neural Network Solution
Program or process is an integral part of almost every IT/OT system. Can...
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10/04/2018
A Query Tool for Efficiently Investigating Risky Software Behaviors
Advanced Persistent Threat (APT) attacks are sophisticated and stealthy,...
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06/25/2018
SAQL: A Stream-based Query System for Real-Time Abnormal System Behavior Detection
Recently, advanced cyber attacks, which consist of a sequence of steps t...
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06/06/2018
AIQL: Enabling Efficient Attack Investigation from System Monitoring Data
The need for countering Advanced Persistent Threat (APT) attacks has led...
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08/25/2017
Accelerating Dependency Graph Learning from Heterogeneous Categorical Event Streams via Knowledge Transfer
Dependency graph, as a heterogeneous graph representing the intrinsic re...
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11/18/2015