As-ids: Anomaly and signature based ids for the internet of things
Abstract The Internet of Things (IoT) is a massively extensive environment that can manage
many diverse applications. Security is critical due to potential malicious threats and the …
many diverse applications. Security is critical due to potential malicious threats and the …
Recent advancements in intrusion detection systems for the internet of things
ZA Khan, P Herrmann - Security and Communication Networks, 2019 - Wiley Online Library
Many Internet of Things (IoT) systems run on tiny connected devices that have to deal with
severe processor and energy restrictions. Often, the limited processing resources do not …
severe processor and energy restrictions. Often, the limited processing resources do not …
Anomaly-based intrusion detection system for IoT networks through deep learning model
Abstract The Internet of Things (IoT) idea has been developed to enhance people's lives by
delivering a diverse range of smart interconnected devices and applications in several …
delivering a diverse range of smart interconnected devices and applications in several …
Towards near-real-time intrusion detection for IoT devices using supervised learning and apache spark
V Morfino, S Rampone - Electronics, 2020 - mdpi.com
In the fields of Internet of Things (IoT) infrastructures, attack and anomaly detection are rising
concerns. With the increased use of IoT infrastructure in every domain, threats and attacks in …
concerns. With the increased use of IoT infrastructure in every domain, threats and attacks in …
Realguard: A lightweight network intrusion detection system for IoT gateways
Cyber security has become increasingly challenging due to the proliferation of the Internet of
things (IoT), where a massive number of tiny, smart devices push trillion bytes of data to the …
things (IoT), where a massive number of tiny, smart devices push trillion bytes of data to the …
[HTML][HTML] IoT anomaly detection methods and applications: A survey
A Chatterjee, BS Ahmed - Internet of Things, 2022 - Elsevier
Ongoing research on anomaly detection for the Internet of Things (IoT) is a rapidly
expanding field. This growth necessitates an examination of application trends and current …
expanding field. This growth necessitates an examination of application trends and current …
A novel deep learning-based intrusion detection system for IOT networks
A Awajan - Computers, 2023 - mdpi.com
The impressive growth rate of the Internet of Things (IoT) has drawn the attention of
cybercriminals more than ever. The growing number of cyber-attacks on IoT devices and …
cybercriminals more than ever. The growing number of cyber-attacks on IoT devices and …
IoT-KEEPER: Detecting malicious IoT network activity using online traffic analysis at the edge
I Hafeez, M Antikainen, AY Ding… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
IoT devices are notoriously vulnerable even to trivial attacks and can be easily
compromised. In addition, resource constraints and heterogeneity of IoT devices make it …
compromised. In addition, resource constraints and heterogeneity of IoT devices make it …
A critical review of practices and challenges in intrusion detection systems for IoT: Toward universal and resilient systems
E Benkhelifa, T Welsh… - … communications surveys & …, 2018 - ieeexplore.ieee.org
The Internet-of-Things (IoT) is rapidly becoming ubiquitous. However the heterogeneous
nature of devices and protocols in use, the sensitivity of the data contained within, as well as …
nature of devices and protocols in use, the sensitivity of the data contained within, as well as …
A critical review of intrusion detection systems in the internet of things: techniques, deployment strategy, validation strategy, attacks, public datasets and challenges
A Khraisat, A Alazab - Cybersecurity, 2021 - Springer
Abstract The Internet of Things (IoT) has been rapidly evolving towards making a greater
impact on everyday life to large industrial systems. Unfortunately, this has attracted the …
impact on everyday life to large industrial systems. Unfortunately, this has attracted the …