Results 21 to 30 of about 36,419 (228)
Encrypted Malicious Traffic Identification Based on CNN CBAM-BiGRU Attention [PDF]
Jisuanji gongcheng, 2023 Encrypting network traffic helps protect data security and user privacy; however, encryption also hides the characteristics of the data, making it difficult to identify malicious traffic.
Xin DENG, Zhaohui LIU, Yan OUYANG, Jianhua CHEN
doaj +1 more source
Using TLS Fingerprints for OS Identification in Encrypted Traffic [PDF]
NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium, 2020 Asset identification plays a vital role in situational awareness building. However, the current trends in communication encryption and the emerging new protocols turn the well-known methods into a decline as they lose the necessary data to work correctly.
Lastovicka, Martin +3 more
openaire +2 more sources
IET Communications, EarlyView., 2022 Abstract Mobile Ad‐hoc Network (MANET) is an ad hoc Wireless subset with a unique dynamic geometry of the system and movable nodes. The MANETs are auto‐organized networks that permit mobility without infrastructure. Specific protocols for MANET routing are provided with these attributes.
Shalini Goel +5 more
wiley +1 more source
An Improved DoH Traffic Classification Method for XGboost
Journal of Harbin University of Science and Technology, 2023 Encrypted traffic has become the main traffic in the Internet, and its classification has always been one of the research hotspots.Aiming at the problems of accurate identification of DoH(DNS-over-HTTPS) traffic in the current network, slow processing
LI Bo +3 more
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Synonym‐based multi‐keyword ranked search with secure k‐NN in 6G network
IET Networks, EarlyView., 2022 Abstract Sixth Generation (6G) integrates the next generation communication systems such as maritime, terrestrial, and aerial to offer robust network and massive device connectivity with ultra‐low latency requirement. The cutting edge technologies such as artificial intelligence, quantum machine learning, and millimetre enable hyper‐connectivity to ...
Deebak Bakkiam David, Fadi Al‐Turjman
wiley +1 more source
Subspace clustering via graph auto-encoder network for unknown encrypted traffic recognition
Cybersecurity, 2022 The traffic encryption brings new challenges to the identification of unknown encrypted traffic. Currently, machine learning is the most commonly used encrypted traffic recognization technology, but this method relies on expensive prior label information.
Ruipeng Yang +3 more
doaj +1 more source
Generalization of signatures for SSH encrypted traffic identification [PDF]
2009 IEEE Symposium on Computational Intelligence in Cyber Security, 2009 The objective of this work is to discover generalized signatures for identifying encrypted traffic where SSH is taken as an example application. What we mean by generalized signatures is that the signatures learned by training on one network are still valid when they are applied to traffic coming from a totally different network.
Riyad Alshammari, Nur Zincir-Heywood
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Trigonometric words ranking model for spam message classification
IET Networks, EarlyView., 2022 Abstract The significant increase in the volume of fake (spam) messages has led to an urgent need to develop and implement a robust anti‐spam method. Several of the current anti‐spam systems depend mainly on the word order of the message in determining the spam message, which results in the system's inability to predict the correct type of message when
Suha Mohammed Hadi +7 more
wiley +1 more source
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
MSLCFinder: An Algorithm in Limited Resources Environment for Finding Top-k Elephant Flows
Applied Sciences, 2022 Encrypted traffic accounts for 95% of the total traffic in the backbone network environment with Tbps bandwidth. As network traffic becomes more and more encrypted and link rates increase in modern networks, the measurement of encrypted traffic relies ...
Xianlong Dai +4 more
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