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IET Networks, EarlyView., 2023 The topic discussed was the intelligent design of network multimedia using BD and virtual AI technology. First of all, the authors gave a brief overview of its relevant research background, and then comprehensively analysed the advantages and disadvantages of previous scholars' research on network multimedia.
Xin Zhang
wiley +1 more source
Sensors, 2021 With the rapid increase in encrypted traffic in the network environment and the increasing proportion of encrypted traffic, the study of encrypted traffic classification has become increasingly important as a part of traffic analysis.
Xinyi Hu +3 more
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Journal of Cloud Computing: Advances, Systems and Applications, 2023 The rapid advancement of the Internet has brought a exponential growth in network traffic. At present, devices deployed at edge nodes process huge amount of data, extract key features of network traffic and then forward them to the cloud server/data ...
Yan Zhou +8 more
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Encrypted Traffic Classification Method Based on Multi-Layer Bidirectional SRU and Attention Model [PDF]
Jisuanji gongcheng, 2022 The encrypted traffic classification method based on traditional Recurrent Neural Network(RNN) typically have poor parallelism and low efficiency.To quickly and accurately classify encrypted traffic, a classification method for encrypted traffic based on
ZHANG Surong, BU Youjun, CHEN Bo, SUN Chongxin, WANG Han, HU Xianjun
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Multi-feature fusion based encrypted malicious traffic detection method for coal mine network
Gong-kuang zidonghua, 2022 The coal mine network is faced with the threat of malicious traffic encrypted by the transport layer security protocol (TLS) generated by malicious software and the high false alarm rate of encrypted traffic during detection.
HUO Yuehua, ZHAO Faqi, WU Wenhao
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Encrypted traffic identification scheme based on sliding window and randomness features
网络与信息安全学报With the development of information technology, network security has increasingly become a focal point for users and organizations, and encrypted data transmission has gradually become mainstream. This trend has driven the proportion of encrypted traffic
Jiachi LIU, Boyu KUANG, Mang SU, Yaqian XU, Anmin FU
doaj +3 more sources
ETRI Journal, 2020 Encrypted traffic classification plays a vital role in cybersecurity as network traffic encryption becomes prevalent. First, we briefly introduce three traffic encryption mechanisms: IPsec, SSL/TLS, and SRTP.
Kun Zhou +3 more
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Applied Sciences, 2021 Instant messaging applications (apps) have played a vital role in online interaction, especially under COVID-19 lockdown protocols. Apps with security provisions are able to provide confidentiality through end-to-end encryption.
Asmara Afzal +5 more
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Research on Encrypted Traffic Detection Based on Key Features
IEEE AccessMost of the traffic on the Internet is encrypted traffic, and the detection of encrypted traffic is the current difficulty, because the internal features of the data are destroyed after encryption, and it is difficult to detect.
Fangjie Chen, Jingpeng Bai, Weihan Gao
doaj +1 more source
Malicious Encrypted Traffic Detection Method Based on Conversation Statistical Encoder Model [PDF]
Jisuanji kexueWith the development and widespread application of network technology,encrypted traffic has become a key technology for protecting user privacy.However,malware and attackers also use encrypted traffic to hide their behaviors and evade traditional network
GONG Siyue, LIU Hui, WANG Baohui
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