A Machine Learning-Based Anomaly Packets Detection for Smart Home

TB Nguyen, DDK Nguyen, BN Le Nguyen… - Proceedings of the 12th …, 2023 - dl.acm.org
The advent of smart homes has revolutionized residential living, integrating advanced
technologies and intelligent devices to create secure, comfortable, and efficient …

Evaluation of one-class algorithms for anomaly detection in home networks

PHAD de Melo, AAM de Resende… - 2021 IEEE 33rd …, 2021 - ieeexplore.ieee.org
We have seen significant growth in adopting new protocols and intelligent devices for the
residential environment in recent years. These devices provide convenience, security, and …

Efficient approach for anomaly detection in internet of things traffic using deep learning

SI Imtiaz, LA Khan, AS Almadhor… - Wireless …, 2022 - Wiley Online Library
The network intrusion detection system (NIDs) is a significant research milestone in
information security. NIDs can scan and analyze the network to detect an attack or anomaly …

IoT network anomaly detection in smart homes using machine learning

N Sarwar, IS Bajwa, MZ Hussain, M Ibrahim… - IEEE …, 2023 - ieeexplore.ieee.org
In this modern age of technology, the Internet of Things has covered all aspects of life
including smart situations, smart homes, and smart spaces. Smart homes have a large …

FamilyGuard: a security architecture for anomaly detection in home networks

PHAD De Melo, RS Miani, PF Rosa - Sensors, 2022 - mdpi.com
The residential environment is constantly evolving technologically. With this evolution,
sensors have become intelligent interconnecting home appliances, personal computers …

[图书][B] Detecting Security Anomalies Using Machine Learning for Smart Homes

CO Benedict - 2023 - search.proquest.com
Smart home technology (SHT), an Internet of Things (IoT) application, is a growing industry
centered on the remote control of devices and networks that offers convenience, cost …

Intelligent Anomaly Detection System Based on Ensemble and Deep Learning

BK Baniya, T Rush - 2024 26th International Conference on …, 2024 - ieeexplore.ieee.org
The ubiquity of the Internet plays a pivotal role in connecting individuals and facilitating easy
access to various essential services. As of 2022, the International Telecommunication Union …

Temporal based network packet anomaly detection using machine learning

DV Sujana, S Hegde, C Pankaj… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
In the present computer networking scenario, due to increase in the amount of ubiquitous
network usage with computers, mobile computing, sensing systems and IoT applications …

[PDF][PDF] Machine Learning Algorithms for Anomaly Detection in Next-Gen AI-Based Firewalls: A Performance Analysis

A Fathia - 2024 - researchgate.net
With the increasing sophistication of cyber threats, the integration of artificial intelligence (AI)
into nextgeneration firewalls has become imperative for robust cybersecurity. This research …

Improving network-based anomaly detection in smart home environment

X Li, H Ghodosi, C Chen, M Sankupellay, I Lee - Sensors, 2022 - mdpi.com
The Smart Home (SH) has become an appealing target of cyberattacks. Due to the limitation
of hardware resources and the various operating systems (OS) of current SH devices …