Security as a service: real-time intrusion detection in internet of things

S Chawla, G Thamilarasu - Proceedings of the Fifth Cybersecurity …, 2018 - dl.acm.org
With the increase in number of Internet connected devices, security and privacy concerns
are the major obstacles impeding the widespread adoption of Internet of Things (IoT) …

Passban IDS: An intelligent anomaly-based intrusion detection system for IoT edge devices

M Eskandari, ZH Janjua, M Vecchio… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Cyber-threat protection is today's one of the most challenging research branches of
information technology, while the exponentially increasing number of tiny, connected …

Attack identification framework for IoT devices

JMR Danda, C Hota - … Design and Intelligent Applications: Proceedings of …, 2016 - Springer
With the emergence of Internet and embedded computing, Internet of Things (IoT) is
currently becoming an area of interest amongst researches. IoT enable interconnection of …

Ensemble learning based anomaly detection for IoT cybersecurity via Bayesian hyperparameters sensitivity analysis

T Lai, F Farid, A Bello, F Sabrina - Cybersecurity, 2024 - Springer
Abstract The Internet of Things (IoT) integrates more than billions of intelligent devices over
the globe with the capability of communicating with other connected devices with little to no …

HADIoT: A hierarchical anomaly detection framework for IoT

H Chang, J Feng, C Duan - IEEE Access, 2020 - ieeexplore.ieee.org
The Internet of Things establishes the intimacy between the Internet and the physical world.
Due to portable size, most IoT devices have limited computing and storage capabilities and …

IotSan: Fortifying the safety of IoT systems

DT Nguyen, C Song, Z Qian… - Proceedings of the 14th …, 2018 - dl.acm.org
Today's IoT systems include event-driven smart applications (apps) that interact with sensors
and actuators. A problem specific to IoT systems is that buggy apps, unforeseen bad app …

A survey of security vulnerability analysis, discovery, detection, and mitigation on IoT devices

M Yu, J Zhuge, M Cao, Z Shi, L Jiang - Future Internet, 2020 - mdpi.com
With the prosperity of the Internet of Things (IoT) industry environment, the variety and
quantity of IoT devices have grown rapidly. IoT devices have been widely used in smart …

IoTChecker: A data-driven framework for security analytics of Internet of Things configurations

M Mohsin, Z Anwar, F Zaman, E Al-Shaer - Computers & Security, 2017 - Elsevier
The advent of the Internet of Things (IoT) has revolutionized networks by transforming legacy
dumb devices into smart connected “things”; observing, interacting and impacting the …

Anomaly detection/prediction for the internet of things: State of the art and the future

XX Lin, P Lin, EH Yeh - IEEE Network, 2020 - ieeexplore.ieee.org
Anomaly detection/prediction is the first step to secure IoT systems. It usually relies on wide
domain knowledge to build up the tools to automatically detect/predict abnormal events or …

Sentinel: A robust intrusion detection system for IoT networks using kernel-level system information

A Cosson, AK Sikder, L Babun, ZB Celik… - Proceedings of the …, 2021 - dl.acm.org
The concept of Internet of Things (IoT) has changed the way we live by integrating
commodity devices with cyberspace to automate our everyday tasks. Nowadays, IoT devices …