Network intrusion detection for IoT security based on learning techniques

N Chaabouni, M Mosbah, A Zemmari… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
Pervasive growth of Internet of Things (IoT) is visible across the globe. The 2016 Dyn
cyberattack exposed the critical fault-lines among smart networks. Security of IoT has …

Intrusion detection systems for IoT-based smart environments: a survey

MF Elrawy, AI Awad, HFA Hamed - Journal of Cloud Computing, 2018 - Springer
One of the goals of smart environments is to improve the quality of human life in terms of
comfort and efficiency. The Internet of Things (IoT) paradigm has recently evolved into a …

Towards deep-learning-driven intrusion detection for the internet of things

G Thamilarasu, S Chawla - Sensors, 2019 - mdpi.com
Cyber-attacks on the Internet of Things (IoT) are growing at an alarming rate as devices,
applications, and communication networks are becoming increasingly connected and …

A Comprehensive Survey on Machine Learning‐Based Intrusion Detection Systems for Secure Communication in Internet of Things

SVN Santhosh Kumar, M Selvi… - Computational …, 2023 - Wiley Online Library
The Internet of Things (IoT) is a distributed system which is made up of the connections of
smart objects (things) that can continuously sense the events in their sensing domain and …

Securing the Internet of Things: Challenges, threats and solutions

PIR Grammatikis, PG Sarigiannidis, ID Moscholios - Internet of Things, 2019 - Elsevier
Abstract The Internet of Things (IoT) is the next technological leap that will introduce
significant improvements to various aspects of the human environment, such as health …

SecTrust-RPL: A secure trust-aware RPL routing protocol for Internet of Things

D Airehrour, JA Gutierrez, SK Ray - Future Generation Computer Systems, 2019 - Elsevier
Abstract The Routing Protocol for Low-Power and Lossy Networks (RPL), the de facto
routing protocol for Internet of Things (IoT) offers little protection against various forms of …

Routing attacks and mitigation methods for RPL-based Internet of Things

A Raoof, A Matrawy, CH Lung - IEEE Communications Surveys …, 2018 - ieeexplore.ieee.org
The recent bloom of Internet of Things (IoT) and its prevalence in many security-sensitive
environments made the security of these networks a crucial requirement. Routing in many of …

Machine and deep learning solutions for intrusion detection and prevention in IoTs: A survey

PLS Jayalaxmi, R Saha, G Kumar, M Conti… - IEEE Access, 2022 - ieeexplore.ieee.org
The increasing number of connected devices in the era of Internet of Thing (IoT) has also
increased the number intrusions. Intrusion Detection System (IDS) is a secondary intelligent …

Intrusion detection systems in the Internet of things: A comprehensive investigation

S Hajiheidari, K Wakil, M Badri, NJ Navimipour - Computer Networks, 2019 - Elsevier
Recently, a new dimension of intelligent objects has been provided by reducing the power
consumption of electrical appliances. Daily physical objects have been upgraded by …

Security of RPL based 6LoWPAN Networks in the Internet of Things: A Review

A Verma, V Ranga - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) is one of the fastest emerging networking paradigms enabling a large
number of applications for the benefit of mankind. Advancements in embedded system …