Internet of things (iot) security intelligence: a comprehensive overview, machine learning solutions and research directions

IH Sarker, AI Khan, YB Abushark, F Alsolami - Mobile Networks and …, 2023 - Springer
… with different layers and the associated security issues in each layer in Section 3. We
present various machine and deep learning-based security solutions in the IoT environment in …

Survey on IoT security: Challenges and solution using machine learning, artificial intelligence and blockchain technology

BK Mohanta, D Jena, U Satapathy, S Patnaik - Internet of Things, 2020 - Elsevier
… and the current solution approach in terms of Security and Interoperability are explained. …
security and threat in IoT applications. The different solution approach using machine learning, …

Adversarial Machine Learning in the Context of Network Security: Challenges and Solutions

M Khan, L Ghafoor - Journal of Computational Intelligence …, 2024 - thesciencebrigade.com
… of MLbased security solutions. This paper explores these challenges and proposes
solutions to fortify the integration of machine learning within the context of network security [4]. …

Sharing machine learning models as indicators of compromise for cyber threat intelligence

D Preuveneers, W Joosen - Journal of Cybersecurity and Privacy, 2021 - mdpi.com
… In Section 2, we review relevant related work on threat intelligence. The design and
implementation of our solution to use and improve machine learning models for DDoS detection as …

A Comprehensive Survey: Evaluating the Efficiency of Artificial Intelligence and Machine Learning Techniques on Cyber Security Solutions

M Ozkan-Ozay, E Akin, Ö Aslan, S Kosunalp… - IEEE …, 2024 - ieeexplore.ieee.org
… great promise for improving the effectiveness of security systems and enhancing our ability
to … solutions that rely on machine learning, deep learning, and reinforcement learning are …

[图书][B] Cyber threat intelligence: challenges and opportunities

M Conti, T Dargahi, A Dehghantanha - 2018 - Springer
… the notion of cyber threat intelligence and its main challenges … present opportunistic solutions
to provide threat intelligence. … of artificial intelligence and machine learning techniques to …

Machine learning based solutions for security of Internet of Things (IoT): A survey

SM Tahsien, H Karimipour, P Spachos - Journal of Network and Computer …, 2020 - Elsevier
… This literature review concentrates on the ML-based security solutions for IoT systems. …
This literature review concentrates on the ML-based security solutions for IoT systems until most …

Artificial intelligence and machine learning for ensuring security in smart cities

S Ahmed, MF Hossain, MS Kaiser, MBT Noor… - … -Driven Mining, Learning …, 2021 - Springer
… This chapter discussed the concept of smart city and its services, technologies used,
security threats and AI/ML-based counter- measures with some recommendations for future …

Analysis of IoT security challenges and its solutions using artificial intelligence

T Mazhar, DB Talpur, TA Shloul, YY Ghadi, I Haq… - Brain Sciences, 2023 - mdpi.com
… IoT security intelligence is examined in this paper from … of machine learning and deep
learning architectures and techniques and describe how they can be applied to intelligent security

Machine learning in IoT security: Current solutions and future challenges

F Hussain, R Hussain, SA Hassan… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
security solutions that call for ML and DL approaches. We also discuss in detail the existing
ML and DL solutions for addressing different security … for ML- and DL-based IoT security. …