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Research on Intrusion Detection Based on User Portrait Technology [PDF]

open access: yesMATEC Web of Conferences, 2022
Under the big data scene, the intrusion detection technology has some problems, such as weak data processing ability, difficulty of precise location and so on.
Wang Zhenduo
doaj   +1 more source

CSI-based passive intrusion detection bound estimation in indoor NLoS scenario

open access: yesFundamental Research, 2023
Passive intrusion detection is important for many indoor safety applications. By utilizing widespread WiFi infrastructures, channel state information (CSI) based intrusion detection methods have attractive advantages such as low cost, non-line-of-sight ...
Linqing Gui, Wenyang Yuan, Fu Xiao
doaj   +1 more source

Wireless Network Intrusion Detection Algorithm Based on Multiple Perspectives Hierarchical Clustering [PDF]

open access: yesJisuanji kexue yu tansuo, 2022
Aiming at the problems of high false detection rate, difficult to find unknown attack behavior and high cost of obtaining marked data in existing wireless network intrusion detection algorithms based on supervised learning, this paper proposes an ...
DONG Xinyu, XIE Bin, ZHAO Xusheng, GAO Xinbao
doaj   +1 more source

Toward lightweight intrusion detection systems using the optimal and efficient feature pairs of the Bot-IoT 2018 dataset

open access: yesInternational Journal of Distributed Sensor Networks, 2021
Intrusion detection systems play a vital role in traffic flow monitoring on Internet of Things networks by providing a secure network traffic environment and blocking unwanted traffic packets.
Erman Özer   +2 more
doaj   +1 more source

HC-DTTSVM: A Network Intrusion Detection Method Based on Decision Tree Twin Support Vector Machine and Hierarchical Clustering

open access: yesIEEE Access, 2023
Network intrusion detection is an important technology in national cyberspace security strategy and has become a research hotspot in various cyberspace security issues in recent years.
Li Zou   +4 more
doaj   +1 more source

Internet of things intrusion detection model and algorithm based on cloud computing and multi-feature extraction extreme learning machine

open access: yesDigital Communications and Networks, 2023
With the rapid development of the Internet of Things (IoT), there are several challenges pertaining to security in IoT applications. Compared with the characteristics of the traditional Internet, the IoT has many problems, such as large assets, complex ...
Haifeng Lin   +3 more
doaj   +1 more source

Intrusion Detection Method Based on Denoising Autoencoder and Three-way Decisions [PDF]

open access: yesJisuanji kexue, 2021
Intrusion detection plays a vital role in computer network security.Intrusion detection is one of the key technologies of network security and needs to be kept under constant attention.As the network environment becomes more and more complex,network ...
ZHANG Shi-peng, LI Yong-zhong
doaj   +1 more source

Autonomic Parameter Tuning of Anomaly-Based IDSs: an SSH Case Study [PDF]

open access: yes, 2012
Anomaly-based intrusion detection systems classify network traffic instances by comparing them with a model of the normal network behavior. To be effective, such systems are expected to precisely detect intrusions (high true positive rate) while limiting
Boer, Pieter-Tjerk de   +4 more
core   +8 more sources

Towards an effective deep learning-based intrusion detection system in the internet of things

open access: yesTelematics and Informatics Reports, 2022
Distributed Sensor Networks play a vital role in the day-to-day world of computing applications, from the cloud to the Internet of Things (IoT). These computing applications devices are normally attached with the microcontrollers like Sensors, actuators,
Pampapathi B M   +2 more
doaj   +1 more source

HDLNIDS: Hybrid Deep-Learning-Based Network Intrusion Detection System

open access: yesApplied Sciences, 2023
Attacks on networks are currently the most pressing issue confronting modern society. Network risks affect all networks, from small to large. An intrusion detection system must be present for detecting and mitigating hostile attacks inside networks ...
Emad Ul Haq Qazi   +2 more
doaj   +1 more source

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