A survey on supervised machine learning in intrusion detection systems for Internet of Things
The Internet of Things (IoT) is expanding exponentially, increasing network traffic flow. This trend causes network security vulnerabilities and draws the attention of cybercriminals. Consequently, an intrusion detection system is designed to identify various network attacks and provide network reso...
| Main Authors: | Shakirah, Saidin, Syifak Izhar, Hisham |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English English |
| Published: |
Institute of Electrical and Electronics Engineers Inc.
2023
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/40355/ http://umpir.ump.edu.my/id/eprint/40355/1/A%20survey%20on%20supervised%20machine%20learning%20in%20intrusion.pdf http://umpir.ump.edu.my/id/eprint/40355/2/A%20survey%20on%20supervised%20machine%20learning%20in%20intrusion%20detection%20systems%20for%20Internet%20of%20Things_ABS.pdf |
Similar Items
Systematic description of the internet of things: A bibliometric analysis
by: Mohd Izham, Mohd Jaya, et al.
Published: (2022)
by: Mohd Izham, Mohd Jaya, et al.
Published: (2022)
Intrusion detection system using autoencoder based deep neural network for SME cybersecurity
by: Khaizuran Aqhar, Ubaidillah, et al.
Published: (2021)
by: Khaizuran Aqhar, Ubaidillah, et al.
Published: (2021)
Investigating Supervised Neural Networks to Intrusion Detection
by: Iftikhar , Ahmad, et al.
Published: (2010)
by: Iftikhar , Ahmad, et al.
Published: (2010)
SPY-BOT: Machine learning-enabled post filtering for social network-integrated industrial internet of things
by: Rahman, Md. Arafatur, et al.
Published: (2021)
by: Rahman, Md. Arafatur, et al.
Published: (2021)
Automation of internet of things connection
by: Khoo, Koay Chin Yau
Published: (2015)
by: Khoo, Koay Chin Yau
Published: (2015)
A new hybrid teaching learning based optimization -extreme learning machine model based intrusion-detection system
by: Alsudani, Mustafa Qahtan, et al.
Published: (2023)
by: Alsudani, Mustafa Qahtan, et al.
Published: (2023)
A novel multi-agent and multilayered game formulation for Intrusion Detection in Internet of Things (IoT)
by: Khan, Burhan Ul Islam, et al.
Published: (2020)
by: Khan, Burhan Ul Islam, et al.
Published: (2020)
A survey on MANET intrusion detection
by: Mandala, Satria, et al.
Published: (2008)
by: Mandala, Satria, et al.
Published: (2008)
Adoption of Internet of Things in Water Drinking Reminder System
by: Ng, Hui Xin, et al.
Published: (2022)
by: Ng, Hui Xin, et al.
Published: (2022)
The Emergence of Internet of Things (IoT): Connecting Anything, Anywhere
by: Rahman, Md. Arafatur, et al.
Published: (2019)
by: Rahman, Md. Arafatur, et al.
Published: (2019)
A novel local network intrusion detection system based on support vector machine
by: Mohammed, Muamer N., et al.
Published: (2011)
by: Mohammed, Muamer N., et al.
Published: (2011)
Innovative Knowledge Management Collaboration Through Internet of Things
by: Abdullah, Embong, et al.
Published: (2015)
by: Abdullah, Embong, et al.
Published: (2015)
Automatic Pet Feeder Using Internet Of Things (Iot) Technology
by: Nor Alia Maisarah, Hamzan
Published: (2023)
by: Nor Alia Maisarah, Hamzan
Published: (2023)
From Intrusion Detection to an Intrusion Response System: Fundamentals, Requirements, and Future Directions
by: Shahid, Anwar, et al.
Published: (2017)
by: Shahid, Anwar, et al.
Published: (2017)
A lightweight host-based intrusion detection system using N-gram and perceptron model for internet of things / Belal Sudqi Abed Saleh Khater
by: Belal Sudqi Abed , Saleh Khater
Published: (2021)
by: Belal Sudqi Abed , Saleh Khater
Published: (2021)
Response Option for Attacks Detected by Intrusion Detection System
by: Shahid, Anwar, et al.
Published: (2015)
by: Shahid, Anwar, et al.
Published: (2015)
Internet of things for indoor farming
by: Chong, Kai Chian
Published: (2018)
by: Chong, Kai Chian
Published: (2018)
Analysis of an intrusion detection system based on immunilogy
by: Saeed Al-Amoudi, Mohammed Hussein
Published: (2008)
by: Saeed Al-Amoudi, Mohammed Hussein
Published: (2008)
Internet of Things (IoT) Smart Rubber Scale (SRS) system using arduino platform
by: Nor Syahidatul, Nadiah Ismail, et al.
Published: (2020)
by: Nor Syahidatul, Nadiah Ismail, et al.
Published: (2020)
Internet Of Things (Iot) In Smart Recycle Bin Application Using AI Technology
by: Liong, Woei Chi
Published: (2023)
by: Liong, Woei Chi
Published: (2023)
Intrusion-Detection System Based on Fast Learning Network in Cloud Computing
by: Mohammed Hasan, Ali, et al.
Published: (2018)
by: Mohammed Hasan, Ali, et al.
Published: (2018)
Detecting opinion spams through supervised boosting approach
by: Mohamad, Hazim, et al.
Published: (2018)
by: Mohamad, Hazim, et al.
Published: (2018)
Internet of Things (IoT) Based Fire Alert Monitoring System for Car Parking
by: Anis Farihan, Mat Raffei, et al.
Published: (2020)
by: Anis Farihan, Mat Raffei, et al.
Published: (2020)
Android based smart security systems using internet of things (IoT) and firebase
by: Harvent Rau, Mogana Ravu
Published: (2019)
by: Harvent Rau, Mogana Ravu
Published: (2019)
Exploration of black boxes of supervised machine learning models: A demonstration on development of predictive heart risk score
by: Sajid, Mirza Rizwan, et al.
Published: (2022)
by: Sajid, Mirza Rizwan, et al.
Published: (2022)
Evaluating oversampling techniques for network intrusion detection data
by: Chan, Jia Lin
Published: (2022)
by: Chan, Jia Lin
Published: (2022)
Study and Implementation of Internet of Things (IoT) Based Vehicle Safety
Alert and Tracking System
by: Sarasvathi, Nahalingham, et al.
Published: (2018)
by: Sarasvathi, Nahalingham, et al.
Published: (2018)
Scalable machine learning-based intrusion detection system for IoT-enabled smart cities
by: Rahman, Md. Arafatur, et al.
Published: (2020)
by: Rahman, Md. Arafatur, et al.
Published: (2020)
Methods of intrusion detection in information security incident detection: a comparative study
by: Tan, Fui Bee, et al.
Published: (2018)
by: Tan, Fui Bee, et al.
Published: (2018)
The design of an FPGA-based processor with reconfigurable processor execution structure for internet of things (IoT) applications
by: Kiat, Wei Pau
Published: (2018)
by: Kiat, Wei Pau
Published: (2018)
A fast learning network with improved particle swarm optimization for intrusion detection system
by: Ali, Mohammed Hasan
Published: (2019)
by: Ali, Mohammed Hasan
Published: (2019)
Rough Set Significant Reduction and Rules of Intrusion Detection System
by: Noor Suhana, Sulaiman, et al.
Published: (2016)
by: Noor Suhana, Sulaiman, et al.
Published: (2016)
Improved intrusion detection algorithm based on TLBO and GA algorithms
by: Aljanabi, Mohammad, et al.
Published: (2021)
by: Aljanabi, Mohammad, et al.
Published: (2021)
Intrusion detection systems using K-means clustering system
by: Nor Dzuhairah Hani, Jamaludin
Published: (2019)
by: Nor Dzuhairah Hani, Jamaludin
Published: (2019)
Feature selection using Rough-DPSO in anomaly intrusion detection
by: Zainal, Anazida, et al.
Published: (2007)
by: Zainal, Anazida, et al.
Published: (2007)
An implementing of zigzag pattern in numbering watermarking bits for high detection accuracy of tampers in document
by: Usop, Nur Alya Afikah, et al.
Published: (2022)
by: Usop, Nur Alya Afikah, et al.
Published: (2022)
Contrastive Self-Supervised Learning for Image Classification
by: Tan, Yong Le
Published: (2021)
by: Tan, Yong Le
Published: (2021)
A review of digital watermarking techniques, characteristics and attacks in text documents
by: Usop, Nur Alya Afikah, et al.
Published: (2021)
by: Usop, Nur Alya Afikah, et al.
Published: (2021)
An Approach to Secure Data Sharing in the Internet of Things Using Blockchain- Based Proxy Re-Encryption
by: Keshav Kumar, Choudhary, et al.
Published: (2024)
by: Keshav Kumar, Choudhary, et al.
Published: (2024)
Energy management model for RFID sensor networks in internet of things (IoT) contexts / Shaik Shabana Anjum
by: Shaik Shabana, Anjum
Published: (2018)
by: Shaik Shabana, Anjum
Published: (2018)
Similar Items
-
Systematic description of the internet of things: A bibliometric analysis
by: Mohd Izham, Mohd Jaya, et al.
Published: (2022) -
Intrusion detection system using autoencoder based deep neural network for SME cybersecurity
by: Khaizuran Aqhar, Ubaidillah, et al.
Published: (2021) -
Investigating Supervised Neural Networks to Intrusion Detection
by: Iftikhar , Ahmad, et al.
Published: (2010) -
SPY-BOT: Machine learning-enabled post filtering for social network-integrated industrial internet of things
by: Rahman, Md. Arafatur, et al.
Published: (2021) -
Automation of internet of things connection
by: Khoo, Koay Chin Yau
Published: (2015)