Abstract: As a kind of behavioral-feature based malware detection approach, spectral graph-based deep learning has attracted considerable research efforts with the fast growth of threats of malicious ...

1 Department of Mathematics, Computer Science and Engineering Technology, Elizabeth City State University, Elizabeth City, NC, USA. 2 Department of Mathematics, Troy University, Troy, AL, USA. The ...

The fastest Python implementation of the ForceAtlas2 graph layout algorithm, with Cython optimization for 10-100x speedup. Supports NetworkX, igraph, and raw adjacency matrices. ForceAtlas2 is a force ...

Abstract: We investigate Laplacian shift operators for directed acyclic graphs (DAGs). In a DAG, the adjacency matrix is nilpotent, yielding an all-zero eigenvalue spectrum that makes adjacency-based ...

Graphs and networks are powerful tools for representing connections or relationships between objects or people. They belong to a branch of mathematics called graph theory which is quite distinct from ...

BFS is an abbreviation for Breadth First Search. Breadth First Search is a traversal technique which implements queue data structure that follows FIFO (First In First Out) rule. One of the common ...