An Internet of Things Forensics Framework Validated by Machine Learning

P Lutta - 2024 - eprints.staffs.ac.uk
The Internet of Things (IoT) has witnessed unprecedented growth, revolutionising the way
we interact with connected devices and services. While IoT offers numerous benefits, it …

Using Machine Learning Algorithms in Intrusion Detection Systems: A Review

MS Mohammed, HA Talib - Tikrit Journal of Pure Science, 2024 - tjps.tu.edu.iq
Abstract Intrusion Detection Systems (IDS) are essential for identifying and mitigating
security threats in Internet of Things (IoT) networks. This paper explores the unique …

An Enhanced Network Anomaly Intrusion Detection System Using Dimensionality Reduction Approach and Residue Number System

BF Balogun - 2023 - search.proquest.com
Abstract Intrusion Detection Systems (IDS) frequently employ Machine Learning (ML)
techniques for anomaly detection. Due to the time-consuming nature of detecting anomalies …

Blockchain and Machine Learning Security for the Internet of Things: A Bibliometric Analysis

JK Mudhar, J Malhotra, AK Singh… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
The Internet of Things has developed as a catalyst for innovation across numerous
industries, from home automation to smart cities to 4IR primarily Industry 4.0. Through the …

Credit Card Fraud Detection and Analysis With the Blend of Machine Learning and Blockchain

NS Kavitha, G Revathy, S Raja… - … Techniques for Business …, 2024 - igi-global.com
Credit card frauds are drastically increasing in number as compared to earlier days.
Criminals are using fake identities and make use of various technologies to trap the users …

Survey and Analysis of Anomaly Detection for Smart Home using Microcontroller

R Rami, Z Malek - 2024 5th International Conference on Mobile …, 2024 - ieeexplore.ieee.org
An increasingly prominent issue in recent times is the utilization of the Internet of Things
(IoT) for home automation systems. Home automation, also known as smart home …

A Generic And Real-Time Internet Of Things Attack Realization And Detection Testbed

MR Kuşkon - 2023 - research.sabanciuniv.edu
The rapidly evolving Internet of Things (IoT) systems, which transform ordinary objects into
interconnected smart devices, offer numerous advantages such as improved data collection …

AI for Anomaly Detection in IoT

M Ma, P Harsh - Authorea Preprints, 2023 - techrxiv.org
The Internet of Things (IoT) is today's rapidly growing technology that consists of a massive
number of smart devices. The advent of IoT has brought about huge prospects of innovation …

Review of Abnormalities Detection in IoT Using Evolutionary Deep Learning

SR Kokaz, ATA Salih… - … Conference on Information …, 2023 - ieeexplore.ieee.org
Today, the Internet is used for various applications such as sending or receiving emails,
access to multimedia services, social networks, etc. Moreover, the population of people who …

Network based Anomaly detection using Self-defined One Class Support Vector Machine with Grey Wolf Optimizer for Internet of Things Environment

L Sumathi, ML Valarmathi - 2024 - researchsquare.com
Anomaly detection is considered to be an important aspect in protecting Internet of Things
(IoT) environment, as it helps to identify and alert abnormal activities in that system. Anomaly …