Sökresultat - "network traffic classification"

New Class Detection in Network Traffic Classification Using Confidence Information Embedded Cascade Structure

Lu, H., Dong, Y., Wu, Z., Wei, H., Lu, G.

DFE: Deep Flow Embedding for Robust Network Traffic Classification

Wang, Z., Zhang, A., Li, H.C., Yin, Y., Chen, W., Lam, C.T., Mak, P.U., Vai, M.I., Gao, Y., Pun, S.H.

VPN-Encrypted Network Traffic Classification Using a Time-Series Approach

Kotak, J., Yankelev, I., Bibi, I., Elovici, Y., Shabtai, A.

Effective Intrusion Detection in Imbalanced Network Traffic using XGBoost and LightGBM

Meng, Meng, Zhou, Jinlei, Wang, Juntian, Yu, Hao

2025 IEEE 8th Information Technology and Mechatronics Engineering Conference (ITOEC)

Traffic Classification Using CNN-LSTM Based on Multimedia Communication System

Jagannathan, Srinivasan, MuhsnHasan, Montater, Kavitha, Panjagari, Vigneshwaran, K. S., Francis, Neethu C

2025 3rd International Conference on Integrated Circuits and Communication Systems (ICICACS)

A CNN-Random Forest Hybrid Model for Network Traffic Classification

Chaiban, Jean Paul, Elhajj, Imad H, Kayssi, Ayman, Tabet, Salam

2025 5th IEEE Middle East and North Africa Communications Conference (MENACOMM)

Robust Classification of Encrypted Network Services Using Convolutional Neural Networks Optimized by Information Bottleneck Method

Wang, Z., Lin, W., Chen, Y., Vai, M.I.

Reliable Open-Set Network Traffic Classification

Wang, X., Wang, Y., Lai, Y., Hao, Z., Liu, A.X.

Class Imbalance in Network Traffic Classification: An Adaptive Weight Ensemble-of-Ensemble Learning Method

Abbasi, M., Lopez Florez, S., Shahraki, A., Taherkordi, A., Prieto, J., Corchado, J.M.

Data Augmentation-Based Enhancement for Efficient Network Traffic Classification

Shin, C., Choi, Y., Kim, M.

LNNIoT: A Liquid Neural Network-based Bit-level Method for Classifying IoT Devices

Kumar, Rakesh, Swarnkar, Mayank, Sharma, Neha, Deepika, Muskan, Manmeet

2024 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)

Lightweight Deep Learning-Based Network Traffic Classification Using Explainable Artificial Intelligence

Haris, Afif Haziq, Ariffin, Azizi, Zaki, Faiz, Anuar, Nor Badrul

2024 IEEE International Conference on Computing (ICOCO)

A Comparison Between Classical and Quantum Machine Learning for Mobile App Traffic Classification

Spadari, Vincenzo, Guarino, Idio, Ciuonzo, Domenico, Pescape, Antonio

2024 IEEE/ACM Symposium on Edge Computing (SEC)

Enhanced Deep Learning Approaches for Robust Darknet Traffic Classification

Etyang, Felix, Pavithran, Pramod, Mwendwa, Gideon, Mandela, Ngaira, Hillary, Musiime

2024 3rd Edition of IEEE Delhi Section Flagship Conference (DELCON)

Classification of Audio Streaming in Network Traffic Based on Machine Learning Methods

Nikbakht, Mohammad, Teimouri, Mehdi

2024 14th International Conference on Computer and Knowledge Engineering (ICCKE)

Network Traffic Classification Using Machine Learning

Hasan Tayyeh, Zahraa Abbas, Alubady, Raaid, Molhem, Mohammed, Alsamman, Mohammed

2024 7th International Conference on Internet Applications, Protocols, and Services (NETAPPS)

Model Uncertainty Based Unsupervised Real-Time Drift Detection in Network Traffic Classification

Liu, Minyao, Wang, Pan, Ye, Yingchun, Chen, Xuejiao

2024 IEEE Cyber Science and Technology Congress (CyberSciTech)

E-DDoS: An Evaluation System for DDoS Attack Detection

Chi, Kaiwen, Xie, Xiaohui, Hu, Yannan, Zhao, Dongyang, Xie, Yuming, Zhang, Liang, Cui, Yong

2024 IEEE 32nd International Conference on Network Protocols (ICNP)

Network Traffic Classification Based on Personalized Federated Learning

Fu, Xiao

2024 IEEE 6th International Conference on Civil Aviation Safety and Information Technology (ICCASIT)

Multi-Task Learning for Identifying Multi-Activity Situations and Application Type From Network Traffic

Boumhand, Ahcene, Singh, Kamal, Hadjadj-Aoul, Yassine, Liewig, Matthieu, Viho, Cesar

2024 20th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)