[PDF][PDF] A learning-based static malware detection system with integrated feature

Z Chen, X Zhang, S Kim - Intell. Autom. Soft Comput, 2021 - cdn.techscience.cn
The rapid growth of malware poses a significant threat to the security of computer systems.
Analysts now need to examine thousands of malware samples daily. It has become a …

Towards a Utopia of Dataset Sharing: A Case Study on Machine Learning-based Malware Detection Algorithms

PJ Chuang, CF Hsu, YT Chu, SC Huang… - … of the 2022 ACM on Asia …, 2022 - dl.acm.org
Working with a high-quality (complete and up-to-date) dataset is the key to building a good
machine learning model, especially in security research areas. However, it is not easy to …