SeqNet: An Efficient Neural Network for Automatic Malware Detection

no code implementations • 8 May 2022 • Jiawei Xu, Wenxuan Fu, Haoyu Bu, Zhi Wang, Lingyun Ying

We demonstrate the effectiveness of our methods and the low training cost requirement of SeqNet in our experiments.

Efficient Neural Network Feature Engineering +2

New Era of Deeplearning-Based Malware Intrusion Detection: The Malware Detection and Prediction Based On Deep Learning

no code implementations • 19 Jul 2019 • Shuqiang Lu, Lingyun Ying, Wenjie Lin, Yu Wang, Meining Nie, Kaiwen Shen, Lu Liu, Haixin Duan

With the development of artificial intelligence algorithms like deep learning models and the successful applications in many different fields, further similar trails of deep learning technology have been made in cyber security area.

Clustering General Classification +3