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On network traffic statistical analysis
Lietuvos Matematikos Rinkinys, 2020 The present article deals with statistical university network traffic, by applying the methods of self-similarity and chaos analysis. The object of measurement is Šiauliai University LitNet network node maintaining institutions of education of the ...
Liudas Kaklauskas +1 more
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Encrypted Network Traffic Analysis and Classification Utilizing Machine Learning [PDF]
SensorsEncryption is a fundamental security measure to safeguard data during transmission to ensure confidentiality while at the same time posing a great challenge for traditional packet and traffic inspection.
Ibrahim A. Alwhbi +2 more
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Transition Characteristic Analysis of Traffic Evolution Process for Urban Traffic Network [PDF]
The Scientific World Journal, 2014 The characterization of the dynamics of traffic states remains fundamental to seeking for the solutions of diverse traffic problems. To gain more insights into traffic dynamics in the temporal domain, this paper explored temporal characteristics and ...
Longfei Wang, Hong Chen, Yang Li
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Dual-attention Network Model on Propagation Tree Structures for Rumor Detection [PDF]
Jisuanji kexue, 2023 With the rapid development of social media and the popularity of mobile devices,the interaction between users has become more convenient.But at the same time,rumors on social media are more and more rampant,which brings hidden dangers to the public and ...
HAN Xueming, JIA Caiyan, LI Xuanya, ZHANG Pengfei
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Analysis of Traffic Flow Equilibrium in Urban Road Network Based on Floating Vehicle Data [PDF]
E3S Web of Conferences, 2021 Based on the floating vehicle data, this paper analyzes the equilibrium of urban road network traffic flow. This can guide traffic flow distribution and provide reliable basis for traffic control.
Yu Yi, Gong Hui, Mo Xianglun
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Detection of Malicious Network Flows with Low Preprocessing Overhead
Network, 2022 Machine learning (ML) is frequently used to identify malicious traffic flows on a network. However, the requirement of complex preprocessing of network data to extract features or attributes of interest before applying the ML models restricts their use ...
Garett Fox, Rajendra V. Boppana
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Sensors, 2022 Network data traffic is increasing with expanded networks for various applications, with text, image, audio, and video for inevitable needs. Network traffic pattern identification and analysis of traffic of data content are essential for different needs ...
Nagaiah Mohanan Balamurugan +3 more
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Heliyon, 2023 The process of examining the data flow over the internet to identify abnormalities in wireless network performance is known as network traffic analysis. When analyzing network traffic data, traffic classification becomes an important task.
Arpit Jain +7 more
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Analysis of Crypto-Ransomware Using Network Traffic
Journal of Information Security and Cybercrimes Research, 2022 Ransomware is a form of malware attack that makes use of encryption to make information inaccessible for the motive of gathering a specified amount of payment.
Otasowie Owolafe, Aderonke F. Thompson
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A Survey on TLS-Encrypted Malware Network Traffic Analysis Applicable to Security Operations Centers
Applied Sciences, 2021 Recently, a majority of security operations centers (SOCs) have been facing a critical issue of increased adoption of transport layer security (TLS) encryption on the Internet, in network traffic analysis (NTA).
Chaeyeon Oh, Joonseo Ha, Heejun Roh
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