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PROCESSING QUERIES OVER PARTITIONED GRAPH DATABASES: AN APPROACH AND IT'S EVALUATION
(2016-05-12)
Representation of structured data using graphs is meaningful for applications such as road and social networks. With the increase in the size of graph databases, querying them to retrieve desired information poses challenges ...
Practical Indirect Control Flow Analysis for Binary Executables
(2023-04-27)
Resolving indirect control flow is one of the fundamental challenges in binary analysis. Improving the accuracy of the indirect control flow analysis is vital to the binary analysis domain. Many analysis algorithms and ...
MACHINE LEARNING WITH GRAPHS
(2021-05-09)
In recent years, graph-based machine learning methods have attracted great attention because of their effectiveness and efficiency. Inspired by this trend, this thesis summarizes my research topics on machine learning ...