Effective Anomaly Detection Using Deep Learning in IoT Systems
Author:
Affiliation:
1. University of Sannio, Benevento, BN, Italy
2. Unitelma Sapienza University, Rome, RM, Italy
3. University of Parma, Parma, PR, Italy
Abstract
Publisher
Hindawi Limited
Subject
Electrical and Electronic Engineering,Computer Networks and Communications,Information Systems
Link
http://downloads.hindawi.com/journals/wcmc/2021/9054336.pdf
Reference40 articles.
1. The rise of traffic classification in IoT networks: A survey
2. A Fuzzy Clustering-based Approach to study Malware Phylogeny
3. Keystroke analysis for user identification using deep neural networks;M. Bernardi
4. Dynamic malware detection and phylogeny analysis using process mining
5. The day after Mirai: a survey on MQTT security solutions after the largest cyber–attack carried out through an Army of IoT devices;G. Perrone
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