Onur Barut

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Malware Detection

Video Super Resolution

Weakly Supervised Learning

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Carlos Salazar, Surbhi Madan, Anand V. Bodas, Arturo Velasco, Christopher A. Bird, Onur Barut, Tahani Trigui, Xiaoxia Liang
AWS Compute Video Super-Resolution powered by the Intel® Library for Video Super Resolution. MHV (2024)
Ting-Li Huoh, Timothy Miskell, Onur Barut, Yan Luo, Peilong Li, Tong Zhang
Malware Detection for Portable Executables Using a Multi-input Transformer-Based Approach. ICNC (2024)
Onur Barut, Tong Zhang, Yan Luo, Peilong Li
A Comprehensive Study on Efficient and Accurate Machine Learning-Based Malicious PE Detection. CCNC (2023)
Onur Barut, Yan Luo, Peilong Li, Tong Zhang
R1DIT: Privacy-Preserving Malware Traffic Classification With Attention-Based Neural Networks. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Onur Barut, Lulin Deng, David Lu
Universal Network Traffic Analysis for Malicious Traffic Detection using RappNet: A Privacy-Preserving Approach : IEEE CNS 23 Poster. CNS (2023)
Onur Barut, Tong Zhang, Peilong Li
Weakly Supervised Learning for Network Traffic Classification. NAS (2022)
Onur Barut, Yan Luo, Tong Zhang, Weigang Li, Peilong Li
Multi-Task Hierarchical Learning Based Network Traffic Analytics. CoRR (2021)
Onur Barut, Yan Luo, Tong Zhang, Weigang Li, Peilong Li
Multi-Task Hierarchical Learning Based Network Traffic Analytics. ICC (2021)
Onur Barut, Li Zhou, Yan Luo
Multitask LSTM Model for Human Activity Recognition and Intensity Estimation Using Wearable Sensor Data. IEEE Internet Things J. 7 (9) (2020)
Onur Barut, Yan Luo, Tong Zhang, Weigang Li, Peilong Li
NetML: A Challenge for Network Traffic Analytics. CoRR (2020)
Onur Barut, Rebecca Zhu, Yan Luo, Tong Zhang
TLS Encrypted Application Classification Using Machine Learning with Flow Feature Engineering. ICCNS (2020)
Onur Barut, Matthew Grohotolski, Connor DiLeo, Yan Luo, Peilong Li, Tong Zhang
Machine Learning Based Malware Detection on Encrypted Traffic: A Comprehensive Performance Study. NSysS (2020)