DÏoT: A Federated Self-learning Anomaly Detection System for IoT

DÏoT: A Federated Self-learning Anomaly Detection System for IoT

20 April 2018

Markus Miettinen

Hossein Fereidooni

Nadarajah Asokan

Papers citing "DÏoT: A Federated Self-learning Anomaly Detection System for IoT"

14 / 14 papers shown

Title
HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs) Tarek Ali Panos Kostakos 9 37 0 27 Sep 2023
Federated Semi-Supervised and Semi-Asynchronous Learning for Anomaly Detection in IoT Networks Wenbin Zhai Feng Wang L. Liu Youwei Ding Wanyi Lu 12 0 0 23 Aug 2023
Real-Time Cyberattack Detection with Offline and Online Learning Erol Gelenbe Mert Nakıp 12 2 0 21 Mar 2023
MAVERICK: An App-independent and Platform-agnostic Approach to Enforce Policies in IoT Systems at Runtime M. Mazhar Li Li Endadul Hoque Omar Chowdhury 12 3 0 02 Feb 2023
GowFed -- A novel Federated Network Intrusion Detection System Aitor Belenguer J. A. Pascual J. Navaridas FedML 19 6 0 28 Oct 2022
A Survey of Distributed Ledger Technology for IoT Verticals Rongxin Xu Qiujun Lan Shiva Raj Pokhrel Gang Li 10 0 0 22 Aug 2022
DPOAD: Differentially Private Outsourcing of Anomaly Detection through Iterative Sensitivity Learning Meisam Mohammady Han Wang Lingyu Wang Mengyuan Zhang Yosr Jarraya Suryadipta Majumdar M. Pourzandi M. Debbabi Yuan Hong 14 1 0 27 Jun 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 13 117 0 29 May 2022
FLAD: Adaptive Federated Learning for DDoS Attack Detection Roberto Doriguzzi-Corin Domenico Siracusa FedML 12 60 0 13 May 2022
Federated Learning for Internet of Things: Applications, Challenges, and Opportunities Tuo Zhang Lei Gao Chaoyang He Mi Zhang Bhaskar Krishnamachari Salman Avestimehr FedML 9 162 0 15 Nov 2021
Evaluating Federated Learning for Intrusion Detection in Internet of Things: Review and Challenges Enrique Mármol Campos Pablo Fernández Saura Aurora González-Vidal José Luis Hernández Ramos Jorge Bernal Bernabé G. Baldini A. Gómez-Skarmeta 23 148 0 02 Aug 2021
Machine Learning-Based Early Detection of IoT Botnets Using Network-Edge Traffic Ayush Kumar M. Shridhar S. Swaminathan Teng Joon Lim 8 45 0 22 Oct 2020
Machine Learning DDoS Detection for Consumer Internet of Things Devices Rohan Doshi Noah J. Apthorpe Nick Feamster 73 582 0 11 Apr 2018
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 247 5,813 0 08 Jul 2016