恶意软件
计算机科学
深度学习
人工智能
机器学习
隐病毒学
计算机安全
作者
Sunoh Choi,Sungwook Jang,Youngsoo Kim,Jong-Hyun Kim
标识
DOI:10.1109/ictc.2017.8190895
摘要
These days a lot of malware are generated. In order to deal with the new malware, we need new ways to detect malware. In this paper, we introduce a method to detect malware using deep learning. First, we generate images from benign files and malware. Second, by using deep learning, we train a model to detect malware. Then, by the trained model, we detect malware. By using malware images and deep learning, we can detect malware fast since we do not need any static analysis or dynamic analysis.
科研通智能强力驱动
Strongly Powered by AbleSci AI