Tagged articles

black market detection

2 articles · Page 1 of 1
Sohu Tech Products
Sohu Tech Products
Jan 20, 2021 · Artificial Intelligence

Graph Algorithm Design and Optimization for Detecting Black‑Market Users in Virtual Networks

This article presents a comprehensive study on using graph representation learning, particularly GraphSAGE and its optimizations, to identify and mitigate black‑market accounts in virtual networks, covering background, algorithm design, handling isolated nodes and heterogeneity, and evaluation results.

Graph AlgorithmsGraphSAGEblack market detection
0 likes · 13 min read
Graph Algorithm Design and Optimization for Detecting Black‑Market Users in Virtual Networks
DataFunTalk
DataFunTalk
Jan 18, 2021 · Artificial Intelligence

Graph Algorithm Design and Optimization for Detecting Black Market Users in Virtual Networks

This article presents a comprehensive overview of using graph representation learning and clustering, particularly GraphSAGE and its optimizations, to identify and mitigate black‑market (malicious) accounts in virtual networks, discussing background, objectives, challenges such as isolation and heterogeneity, and evaluation results.

Graph AlgorithmsGraphSAGEIsolation
0 likes · 13 min read
Graph Algorithm Design and Optimization for Detecting Black Market Users in Virtual Networks