IoT‐DeepSense: Behavioral Security Detection of IoT Devices Based on Firmware Virtualization and Deep Learning

J Wang, C Liu, J Xu, J Wang, S Hao… - Security and …, 2022 - Wiley Online Library
Recently, IoT devices have become the targets of large‐scale cyberattacks, and their
security issues have been increasingly serious. However, due to the limited memory and …

HADES-IoT: A practical and effective host-based anomaly detection system for IoT devices (extended version)

D Breitenbacher, I Homoliak, YL Aung… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Internet of Things (IoT) devices have become ubiquitous, with applications in many domains,
including industry, transportation, and healthcare; these devices also have many household …

IoT-KEEPER: Securing IoT communications in edge networks

I Hafeez, M Antikainen, AY Ding, S Tarkoma - arXiv preprint arXiv …, 2018 - arxiv.org
The increased popularity of IoT devices have made them lucrative targets for attackers. Due
to insecure product development practices, these devices are often vulnerable even to very …

Network-level security for the Internet of Things: Opportunities and challenges

HH Gharakheili, A Sivanathan, A Hamza… - Computer, 2019 - ieeexplore.ieee.org
Smart environments with many Internet of Things (IoT) devices are at significant risk of
cyberattacks, putting private data and personal safety in danger. While IoT device …

Optimizing Malware Detection in IoT Networks: Leveraging Resource-Aware Distributed Computing for Enhanced Security

S Kasarapu, S Shukla, SMP Dinakarrao - arXiv preprint arXiv:2404.10012, 2024 - arxiv.org
In recent years, networked IoT systems have revo-lutionized connectivity, portability, and
functionality, offering a myriad of advantages. However, these systems are increasingly …

E-spion: A system-level intrusion detection system for iot devices

A Mudgerikar, P Sharma, E Bertino - Proceedings of the 2019 ACM Asia …, 2019 - dl.acm.org
As the Internet of Things (IoT) grows at a rapid pace, there is a need for an effective and
efficient form of security tailored for IoT devices. In this paper, we introduce E-Spion, an …

IoT Device security through dynamic hardware isolation with cloud-Based update

F Hategekimana, TJL Whitaker, MJH Pantho… - Journal of Systems …, 2020 - Elsevier
This work proposes a novel approach to provide comprehensive security to IoT devices. Our
approach is based on a reconfigurable hardware-based isolation and protection mechanism …

HoneyIoT: Adaptive High-Interaction Honeypot for IoT Devices Through Reinforcement Learning

C Guan, H Liu, G Cao, S Zhu, T La Porta - Proceedings of the 16th ACM …, 2023 - dl.acm.org
As IoT devices are becoming widely deployed, there exist many threats to IoT-based
systems due to their inherent vulnerabilities. One effective approach to improving IoT …

IoT Security Using Machine Learning Methods

S Hosseini Goki - 2023 - dspace.library.uvic.ca
The rapid growth of internet-connected devices has made robust cybersecurity measures
essential to protect against cyber threats. IoT cybersecurity includes various methods and …

No spring chicken: quantifying the lifespan of exploits in iot malware using static and dynamic analysis

AA Al Alsadi, K Sameshima, J Bleier… - Proceedings of the …, 2022 - dl.acm.org
The Internet of things (IoT) is composed by a wide variety of software and hardware
components that inherently contain vulnerabilities. Previous research has shown that it takes …