Machine Learning Based Intrusion Detection Systems for IoT Applications

24 February 2023

Papers citing "Machine Learning Based Intrusion Detection Systems for IoT Applications"

16 / 16 papers shown

Title
A Systematic Review of Metaheuristics-Based and Machine Learning-Driven Intrusion Detection Systems in IoT Mohammad Shamim Ahsan Salekul Islam Swakkhar Shatabda 24 0 0 31 May 2025
Visually Analyze SHAP Plots to Diagnose Misclassifications in ML-based Intrusion Detection Maraz Mia Mir Mehedi Ahsan Pritom Tariqul Islam Kamrul Hasan AAML 65 0 0 04 Nov 2024
IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection Kahraman Kostas Mike Just M. Lones 58 6 0 17 Oct 2023
Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification Jacopo Talpini Fabio Sartori Marco Savi 51 4 0 05 Sep 2023
IIDS: Design of Intelligent Intrusion Detection System for Internet-of-Things Applications K. R. Narayan Srijanee Mookherji Vanga Odelu R. Prasath A. Turlapaty A. Das 85 14 0 02 Aug 2023
Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification João Vitorino Isabel Praça Eva Maia AAML 99 28 0 30 Jan 2023
Machine and Deep Learning for IoT Security and Privacy: Applications, Challenges, and Future Directions Subrato Bharati Prajoy Podder 88 39 0 24 Oct 2022
On Specification-based Cyber-Attack Detection in Smart Grids Ömer Sen Maik Lühman Florian Sprünken Immanuel Hacker Andreas Ulbig Michael Andres Martin Henze 60 5 0 09 Sep 2022
Unsupervised Ensemble Based Deep Learning Approach for Attack Detection in IoT Network Mir Shahnawaz Ahmed S. M. Shah 28 15 0 16 Jul 2022
Machine Learning-Enabled IoT Security: Open Issues and Challenges Under Advanced Persistent Threats Zhiyan Chen Jinxin Liu Yuling Shen Murat Simsek B. Kantarci Hussein T. Mouftah P. Djukic 49 76 0 07 Apr 2022
Improving the Reliability of Network Intrusion Detection Systems through Dataset Integration Roberto Magán-Carrión Daniel Urda Ignacio Díaz-Cano B. Dorronsoro 65 5 0 02 Dec 2021
A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection João Vitorino Rui Andrade Isabel Praça Orlando Sousa Eva Maia 80 28 0 25 Nov 2021
Intrusion Detection using Network Traffic Profiling and Machine Learning for IoT Joseph R. Rose Matt Swann G. Bendiab S. Shiaeles N. Kolokotronis 13 29 0 06 Sep 2021
Machine Learning for Network-based Intrusion Detection Systems: an Analysis of the CIDDS-001 Dataset José Carneiro Nuno Oliveira Norberto Sousa Eva Maia Isabel Praça 25 14 0 02 Jul 2021
The Challenges and Opportunities of Human-Centered AI for Trustworthy Robots and Autonomous Systems Hongmei He J. Gray Angelo Cangelosi Q. Meng T. McGinnity J. Mehnen 52 36 0 07 May 2021
Building an Efficient Intrusion Detection System Based on Feature Selection and Ensemble Classifier Yuyang Zhou Guang Cheng Shanqing Jiang Mian Dai 67 355 0 02 Apr 2019