A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security

29 July 2018

Papers citing "A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security"

26 / 26 papers shown

Title
Large Language Model-driven Security Assistant for Internet of Things via Chain-of-Thought Mingfei Zeng Ming Xie Xixi Zheng Chunhai Li Chuan Zhang Liehuang Zhu 36 0 0 08 May 2025
Weaponizing Language Models for Cybersecurity Offensive Operations: Automating Vulnerability Assessment Report Validation; A Review Paper Abdulrahman S Almuhaidib Azlan Mohd Zain Zalmiyah Zakaria Izyan Izzati Kamsani Abdulaziz S Almuhaidib 55 0 0 07 May 2025
Powering the Future of IoT: Federated Learning for Optimized Power Consumption and Enhanced Privacy Ghazaleh Shirvani Saeid Ghasemshirazi 39 0 0 05 May 2024
Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey Feng Liang Zhen Zhang Haifeng Lu Victor C. M. Leung Yanyi Guo Xiping Hu GNN 39 6 0 09 Apr 2024
Securing the Digital World: Protecting smart infrastructures and digital industries with Artificial Intelligence (AI)-enabled malware and intrusion detection Marc Schmitt 15 73 0 15 Oct 2023
Single-board Device Individual Authentication based on Hardware Performance and Autoencoder Transformer Models Pedro Miguel Sánchez Sánchez Alberto Huertas Celdrán Gérome Bovet Gregorio Martínez Pérez 28 1 0 14 Jun 2023
Unsupervised Deep Learning for IoT Time Series Ya Liu Ying Zhou Kai Yang Xiao Wang AI4TS 44 34 0 07 Feb 2023
Latent Variable Models in the Era of Industrial Big Data: Extension and Beyond Xiangyi Kong Xiaoyu Jiang Bingxin Zhang Jinsong Yuan Zhiqiang Ge 28 67 0 23 Aug 2022
A Review of the Convergence of 5G/6G Architecture and Deep Learning O. Odeyomi Olubiyi O. Akintade T. Olowu G. Záruba AILaw 3DV AI4TS 25 1 0 16 Aug 2022
Security of Machine Learning-Based Anomaly Detection in Cyber Physical Systems Zahra Jadidi S. Pal Nithesh Nayak K A. Selvakkumar C. Chang Maedeh Beheshti A. Jolfaei AAML 21 10 0 12 Jun 2022
Federated Learning Cost Disparity for IoT Devices S. Alvi Yi Hong S. Durrani FedML 18 4 0 17 Apr 2022
Graph Neural Networks in IoT: A Survey Guimin Dong Mingyue Tang Zhiyuan Wang Jiechao Gao Sikun Guo Lihua Cai Robert Gutierrez Brad Campbell Laura E. Barnes M. Boukhechba GNN AI4CE 45 97 0 29 Mar 2022
Synergy between 6G and AI: Open Future Horizons and Impending Security Risks E. Yaacoub 45 1 0 20 Mar 2022
Blockchain as privacy and security solution for smart environments: A Survey Maad Ebrahim A. Hafid Etienne Elie 24 9 0 16 Mar 2022
The Hitchhiker's Guide to Fused Twins: A Review of Access to Digital Twins in situ in Smart Cities Jascha Grübel Tyler Thrash Leonel Aguilar M. Gath-Morad Julia Chatain R. Sumner C. Hölscher Victor R. Schinazi 18 31 0 15 Feb 2022
The Graph Neural Networking Challenge: A Worldwide Competition for Education in AI/ML for Networks J. Suárez-Varela Miquel Ferriol Galmés Albert Lopez Paul Almasan Guillermo Bernárdez ... H. Wissing Bo-Xi Wu Shihan Xiao Pere Barlet-Ros A. Cabellos-Aparicio 34 17 0 26 Jul 2021
Generative Adversarial Networks (GANs) in Networking: A Comprehensive Survey & Evaluation Hojjat Navidan P. Moshiri M. Nabati Reza Shahbazian S. Ghorashi V. Shah-Mansouri David Windridge 15 84 0 10 May 2021
IoTDevID: A Behavior-Based Device Identification Method for the IoT Kahraman Kostas Mike Just M. Lones 34 48 0 17 Feb 2021
Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge Intelligence Wiebke Toussaint Aaron Yi Ding 37 11 0 01 Dec 2020
DLWIoT: Deep Learning-based Watermarking for Authorized IoT Onboarding Spyridon Mastorakis Xin Zhong Pei-Chi Huang R. Tourani 32 12 0 18 Oct 2020
A Survey on Blockchain for Big Data: Approaches, Opportunities, and Future Directions N. Deepa Viet Quoc Pham Dinh C. Nguyen S. Bhattacharya B. Prabadevi Thippa Reddy Gadekallu Praveen Kumar Reddy Maddikunta Fang Fang P. Pathirana AI4CE 33 386 0 02 Sep 2020
BlockLoc: Secure Localization in the Internet-of-Things using Blockchain O. Cheikhrouhou Anis Koubaa 10 30 0 30 Apr 2019
Machine Learning for Wireless Communications in the Internet of Things: A Comprehensive Survey Jithin Jagannath Nicholas Polosky Anu Jagannath Francesco Restuccia Tommaso Melodia 35 228 0 23 Jan 2019
Machine Learning DDoS Detection for Consumer Internet of Things Devices Rohan Doshi Noah J. Apthorpe Nick Feamster 100 587 0 11 Apr 2018
Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges Muhammad Usama Junaid Qadir Aunn Raza Hunain Arif K. Yau Y. Elkhatib Amir Hussain Ala I. Al-Fuqaha SSL 35 317 0 19 Sep 2017
Cognitive Internet of Things: A New Paradigm beyond Connection Qi-hui Wu Guoru Ding Yuhua Xu S. Feng Zhiyong Du Jinlong Wang Keping Long 45 498 0 11 Mar 2014