RETRACTED: Internet of Things-Based Digital Video Intrusion for Intelligent Monitoring Approach (Retracted Article)

被引:0
|
作者
Kumar, Priyan Malarvizhi [1 ]
Seon, Hong Choong [1 ]
机构
[1] Kyung Hee Univ, Dept Comp Sci & Engn, Yongin 17104, South Korea
关键词
Digital video intrusion system; Intelligent monitoring approach; Internet of things; Support vector machine (SVM); SYSTEM;
D O I
10.1007/s13369-021-05902-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
A network protection technology is primarily designed for detecting vulnerabilities against the target device through an intrusion detection system (IDS). Unattended locations need detection of malicious attack. The IDS challenge is to achieve a high level of attack prevention by tracking and reviewing incidents at the computer network device to identify potential impacts with low false alarm rates. Furthermore, in this paper, IoT assisted intelligent monitoring approach has been proposed to monitor camera location and senses video frame-based evaluation interference constructively. The proposed method interfaces a digital video camera on a computer with wireless communication. The proposed approach uses a support vector machine classification algorithm for intrusion detection, and its position in the scene is automatically communicated through the wireless cellular network adapter that saves energy. The experimental result shows that the classification accuracy is achieved to 98.97%, and the false-positive rate of classification of the modell is checked.
引用
收藏
页码:2613 / 2613
页数:1
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