IEEE

DINA: Toward Determined In-Network Aggregation for Distributed Machine Learning

Abstract: Distributed Machine Learning (DML) utilizes parallel computation on multiple training nodes to accelerate machine learning model training. Parameter Server (PS) is a typical DML enabler and ...
IEEE

PDF Malware Detection: Toward Machine Learning Modeling With Explainability Analysis

Abstract: The Portable Document Format (PDF) is one of the most widely used file types, thus fraudsters insert harmful code into victims’ PDF documents to compromise their equipment. Conventional ...