作者
Romil Rawat, Vinod Mahor, Josefa Díaz-Álvarez, Francisco Chávez
发表日期
2022/12/23
研讨会论文
2022 International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON)
页码范围
1-9
出版商
IEEE
简介
Cyber Loopholes in smart devices' applications invited intruders to conduct malicious activities. The growing quantity and diversity of smart devices has posed significant cyber security concerns. Cloud computing centralization makes it difficult to provide dispersed vulnerability tracing services for IoT designs at network's edge. Despite the existing encryption methods on the conventional Internet, the inevitability of detection mechanisms has been demonstrated by growing attack surfaces and hacking talents. Machine Intelligence focused threat detection mechanisms have demonstrated lower accuracy and scalability for threat detection in massively dispersed nodes -Internet of things. Modern Deep Learning may pave the way for identifying the present level of complexity of vulnerabilities towards edge networks and has proven effectiveness in large data applications. Due to huge quantity of data created by Internet …
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R Rawat, V Mahor, J Díaz-Álvarez, F Chávez - 2022 International Conference on Smart Generation …, 2022