Jiefei Liu

According to our database, Jiefei Liu authored at least 13 papers between 2020 and 2026.

Collaborative distances:

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

2026

NetDiffuser: Deceiving DNN-Based Network Attack Detection Systems with Diffusion-Generated Adversarial Traffic.

Pratyay Kumar, Abu Saleh Md Tayeen, Satyajayant Misra, Huiping Cao, Jiefei Liu, Qixu Gong, Jayashree Harikumar

CoRR, March, 2026

2025

NeTIF: Network Traffic to Image Features for Robust Intrusion Detection.

Stephen Villanueva, Abu Saleh Md Tayeen, Qixu Gong, Satyajayant Misra, Aden Dogar, Huiping Cao, Jiefei Liu, Pratyay Kumar, Jayashree Harikumar

Proceedings of the IEEE Military Communications Conference, 2025

Is Synthetic Flow Data from Generative Models Ready for Network Intrusion Detection Systems?

Jiefei Liu, Qixu Gong, Wenbin Jiang, Pratyay Kumar, Abu Saleh Md Tayeen, Huiping Cao, Satyajayant Misra, Jayashree Harikumar

Proceedings of the IEEE Military Communications Conference, 2025

NetPrompt: Evaluation of LLMs as Network Intrusion Detection System.

Pratyay Kumar, Abu Saleh Md Tayeen, Qixu Gong, Jiefei Liu, Satyajayant Misra, Huiping Cao, Jayashree Harikumar

Proceedings of the IEEE Military Communications Conference, 2025

Feature Selection via Class-wise Mean Deviation.

Abu Fuad Ahmad, Jiefei Liu, Qixu Gong, Satyajayant Misra, Jayashree Harikumar

Proceedings of the International Conference on Machine Learning and Applications, 2025

2024

Development of a Novel Classification Approach for Cow Behavior Analysis Using Tracking Data and Unsupervised Machine Learning Techniques.

Jiefei Liu, Derek W. Bailey, Huiping Cao, Tran Cao Son, Colin Tobin

Sensors, July, 2024

Backbone Index and GNN Models for Skyline Path Query Evaluation over Multi-cost Road Networks.

Qixu Gong, Huiying Chen, Huiping Cao, Jiefei Liu

ACM Trans. Spatial Algorithms Syst., 2024

2023

FLNET2023: Realistic Network Intrusion Detection Dataset for Federated Learning.

Pratyay Kumar, Jiefei Liu, Abu Saleh Md Tayeen, Satyajayant Misra, Huiping Cao, Jayashree Harikumar, Oscar Perez

Proceedings of the IEEE Military Communications Conference, 2023

Multi-Model-Based Federated Learning to Overcome Local Class Imbalance Issues.

Jiefei Liu, Huiping Cao, Abu Saleh Md Tayeen, Satyajayant Misra, Pratyay Kumar, Jayashree Harikumar

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

Class-Specific Attention (CSA) for Time-Series Classification.

Yifan Hao, Huiping Cao, K. Selcuk Candan, Jiefei Liu, Huiying Chen, Ziwei Ma

CoRR, 2022

2021

An Intelligent Assistant for Problem Behavior Management.

Penghe Chen, Yu Lu, Jiefei Liu, Qi Xu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

CSQ System: A System to Support Constrained Skyline Queries on Transportation Networks.

Qixu Gong, Jiefei Liu, Huiping Cao

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Identification of Students' Need Deficiency Through a Dialogue System.

Penghe Chen, Yu Lu, Yan Peng, Jiefei Liu, Qi Xu

Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020