Onur Barut

According to our database, Onur Barut authored at least 11 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

AWS Compute Video Super-Resolution powered by the Intel® Library for Video Super Resolution.

Carlos Salazar, Surbhi Madan, Anand V. Bodas, Arturo Velasco, Christopher A. Bird, Onur Barut, Tahani Trigui, Xiaoxia Liang

Proceedings of the 3rd Mile-High Video Conference, 2024

Malware Detection for Portable Executables Using a Multi-input Transformer-Based Approach.

Ting-Li Huoh, Timothy Miskell, Onur Barut, Yan Luo, Peilong Li, Tong Zhang

Proceedings of the International Conference on Computing, Networking and Communications, 2024

2023

R1DIT: Privacy-Preserving Malware Traffic Classification With Attention-Based Neural Networks.

Onur Barut, Yan Luo, Peilong Li, Tong Zhang

IEEE Trans. Netw. Serv. Manag., June, 2023

Universal Network Traffic Analysis for Malicious Traffic Detection using RappNet: A Privacy-Preserving Approach : IEEE CNS 23 Poster.

Onur Barut, Lulin Deng, David Lu

Proceedings of the IEEE Conference on Communications and Network Security, 2023

A Comprehensive Study on Efficient and Accurate Machine Learning-Based Malicious PE Detection.

Onur Barut, Tong Zhang, Yan Luo, Peilong Li

Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022

Weakly Supervised Learning for Network Traffic Classification.

Onur Barut, Tong Zhang, Peilong Li

Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2022

2021

Multi-Task Hierarchical Learning Based Network Traffic Analytics.

Onur Barut, Yan Luo, Tong Zhang, Weigang Li, Peilong Li

Proceedings of the ICC 2021, 2021

2020

Multitask LSTM Model for Human Activity Recognition and Intensity Estimation Using Wearable Sensor Data.

Onur Barut, Li Zhou, Yan Luo

IEEE Internet Things J., 2020

NetML: A Challenge for Network Traffic Analytics.

Onur Barut, Yan Luo, Tong Zhang, Weigang Li, Peilong Li

CoRR, 2020

Machine Learning Based Malware Detection on Encrypted Traffic: A Comprehensive Performance Study.

Onur Barut, Matthew Grohotolski, Connor DiLeo, Yan Luo, Peilong Li, Tong Zhang

Proceedings of the 7th NSysS 2020: 7th International Conference on Networking, 2020

TLS Encrypted Application Classification Using Machine Learning with Flow Feature Engineering.

Onur Barut, Rebecca Zhu, Yan Luo, Tong Zhang

Proceedings of the ICCNS 2020: The 10th International Conference on Communication and Network Security, 2020