Lightweight Classification of IoT Malware based on Image Recognition

• Published in: arXiv.org
• Main Authors: Su, Jiawei, Danilo Vasconcellos Vargas, Prasad, Sanjiva, Sgandurra, Daniele, Feng, Yaokai, Sakurai, Kouichi
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 11.02.2018
• Subjects: Artificial neural networks; Cybersecurity; Denial of service attacks; Electronic devices; Embedded systems; Household appliances; Image classification; Internet of Things; Lightweight; Malware; Microcomputers; Neural networks; Object recognition; Weight reduction

The Internet of Things (IoT) is an extension of the traditional Internet, which allows a very large number of smart devices, such as home appliances, network cameras, sensors and controllers to connect to one another to share information and improve user experiences. Current IoT devices are typicall...