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

Jiefei Liu

Pratyay Kumar Abu Saleh Md Tayeen Satyajayant Misra Huiping Cao Jiefei Liu Qixu Gong Jayashree Harikumar NetDiffuser: Deceiving DNN-Based Network Attack Detection Systems with Diffusion-Generated Adversarial Traffic. 2026 March abs/2603.08901 CoRR https://doi.org/10.48550/arXiv.2603.08901 db/journals/corr/corr2603.html#abs-2603-08901 streams/journals/corr

Jiefei Liu Abu Saleh Md Tayeen Pratyay Kumar Qixu Gong Wenbin Jiang 0010 Huiping Cao Satyajayant Misra Jayashree Harikumar Generative AI and Federated Learning for Intrusion Detection Systems: A Survey. 2026 July abs/2607.01305 CoRR https://doi.org/10.48550/arXiv.2607.01305 db/journals/corr/corr2607.html#abs-2607-01305 streams/journals/corr

Abu Fuad Ahmad Jiefei Liu Qixu Gong Satyajayant Misra Jayashree Harikumar Feature Selection via Class-wise Mean Deviation. 698-703 2025 ICMLA https://doi.org/10.1109/ICMLA66185.2025.00100 conf/icmla/2025 db/conf/icmla/icmla2025.html#AhmadLGMH25 Jiefei Liu Qixu Gong Wenbin Jiang 0010 Pratyay Kumar Abu Saleh Md Tayeen Huiping Cao Satyajayant Misra Jayashree Harikumar Is Synthetic Flow Data from Generative Models Ready for Network Intrusion Detection Systems? MILCOM 2025 1-8 conf/milcom/2025 https://doi.org/10.1109/MILCOM64451.2025.11310438 db/conf/milcom/milcom2025.html#LiuGJKTCMH25 streams/conf/milcom Stephen Villanueva Abu Saleh Md Tayeen Qixu Gong Satyajayant Misra Aden Dogar Huiping Cao Jiefei Liu Pratyay Kumar Jayashree Harikumar NeTIF: Network Traffic to Image Features for Robust Intrusion Detection. MILCOM 2025 1-6 conf/milcom/2025 https://doi.org/10.1109/MILCOM64451.2025.11310400 db/conf/milcom/milcom2025.html#VillanuevaTGMDCLKH25 streams/conf/milcom Pratyay Kumar Abu Saleh Md Tayeen Qixu Gong Jiefei Liu Satyajayant Misra Huiping Cao Jayashree Harikumar NetPrompt: Evaluation of LLMs as Network Intrusion Detection System. MILCOM 2025 1512-1517 conf/milcom/2025 https://doi.org/10.1109/MILCOM64451.2025.11310431 db/conf/milcom/milcom2025.html#KumarTGLMCH25 streams/conf/milcom

Jiefei Liu Derek W. Bailey Huiping Cao Tran Cao Son Colin Tobin Development of a Novel Classification Approach for Cow Behavior Analysis Using Tracking Data and Unsupervised Machine Learning Techniques. 4067 2024 July 24 Sensors 13 https://doi.org/10.3390/s24134067 db/journals/sensors/sensors24.html#LiuBCST24 streams/journals/sensors

Qixu Gong Huiying Chen Huiping Cao Jiefei Liu Backbone Index and GNN Models for Skyline Path Query Evaluation over Multi-cost Road Networks. 1-45 2024 10 ACM Trans. Spatial Algorithms Syst. 4 https://doi.org/10.1145/3660632 db/journals/tsas/tsas10.html#GongCCL24 streams/journals/tsas

Jiefei Liu Huiping Cao Abu Saleh Md Tayeen Satyajayant Misra Pratyay Kumar Jayashree Harikumar Multi-Model-Based Federated Learning to Overcome Local Class Imbalance Issues. 265-270 2023 ICMLA https://doi.org/10.1109/ICMLA58977.2023.00044 conf/icmla/2023 db/conf/icmla/icmla2023.html#LiuCTMKH23 Pratyay Kumar Jiefei Liu Abu Saleh Md Tayeen Satyajayant Misra Huiping Cao Jayashree Harikumar Oscar Perez FLNET2023: Realistic Network Intrusion Detection Dataset for Federated Learning. 345-350 2023 MILCOM https://doi.org/10.1109/MILCOM58377.2023.10356272 conf/milcom/2023 db/conf/milcom/milcom2023.html#KumarLTMCHP23

Yifan Hao 0003 Huiping Cao K. Selcuk Candan Jiefei Liu Huiying Chen Ziwei Ma Class-Specific Attention (CSA) for Time-Series Classification. 2022 abs/2211.10609 CoRR https://doi.org/10.48550/arXiv.2211.10609 db/journals/corr/corr2211.html#abs-2211-10609

Penghe Chen Yu Lu 0003 Jiefei Liu Qi Xu An Intelligent Assistant for Problem Behavior Management. 16007-16010 2021 AAAI https://doi.org/10.1609/aaai.v35i18.17995 conf/aaai/2021 db/conf/aaai/aaai2021.html#Chen0LX21 Penghe Chen Yu Lu 0003 Yan Peng Jiefei Liu Qi Xu Identification of Students' Need Deficiency Through a Dialogue System. 59-63 2020 AIED (2) https://doi.org/10.1007/978-3-030-52240-7_11 conf/aied/2020-2 db/conf/aied/aied2020-2.html#Chen0PLX20 Qixu Gong Jiefei Liu Huiping Cao CSQ System: A System to Support Constrained Skyline Queries on Transportation Networks. 1746-1749 2020 ICDE https://doi.org/10.1109/ICDE48307.2020.00160 conf/icde/2020 db/conf/icde/icde2020.html#GongLC20 Abu Fuad Ahmad Derek W. Bailey K. Selçuk CandanK. Selcuk Candan Huiping Cao Huiying Chen Penghe Chen Aden Dogar Qixu Gong Yifan Hao 0003 Jayashree Harikumar Wenbin Jiang 0010 Pratyay Kumar Yu Lu 0003 Ziwei Ma Satyajayant Misra Yan Peng Oscar Perez Tran Cao Son Abu Saleh Md Tayeen Colin Tobin Stephen Villanueva Qi Xu