NetMamba: Efficient Network Traffic Classification via Pre-training Unidirectional Mamba
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Tongze, Xie, Xiaohui, Wang, Wenduo, Wang, Chuyi, Zhao, Youjian, Cui, Yong |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
NetMamba+: A Framework of Pre-trained Models for Efficient and Accurate Network Traffic Classification
by: Wang, Tongze, et al.
Published: (2026)
by: Wang, Tongze, et al.
Published: (2026)
Bias in the Shadows: Explore Shortcuts in Encrypted Network Traffic Classification
by: Wang, Chuyi, et al.
Published: (2026)
by: Wang, Chuyi, et al.
Published: (2026)
Mamba4Net: Distilled Hybrid Mamba Large Language Models For Networking
by: Xia, Linhan, et al.
Published: (2025)
by: Xia, Linhan, et al.
Published: (2025)
AI Agent Communication from Internet Architecture Perspective: Challenges and Opportunities
by: Du, Chenguang, et al.
Published: (2025)
by: Du, Chenguang, et al.
Published: (2025)
NetFlowGen: Leveraging Generative Pre-training for Network Traffic Dynamics
by: Zhou, Jiawei, et al.
Published: (2024)
by: Zhou, Jiawei, et al.
Published: (2024)
UniAlign: A Model-Agnostic Framework for Robust Network Traffic Classification under Distribution Shifts
by: Wang, Tongze, et al.
Published: (2026)
by: Wang, Tongze, et al.
Published: (2026)
Building Transparency in Deep Learning-Powered Network Traffic Classification: A Traffic-Explainer Framework
by: Ponraj, Riya, et al.
Published: (2025)
by: Ponraj, Riya, et al.
Published: (2025)
Nethira: A Heterogeneity-aware Hierarchical Pre-trained Model for Network Traffic Classification
by: Lin, Chungang, et al.
Published: (2026)
by: Lin, Chungang, et al.
Published: (2026)
RadioMamba: Breaking the Accuracy-Efficiency Trade-off in Radio Map Construction via a Hybrid Mamba-UNet
by: Jia, Honggang, et al.
Published: (2025)
by: Jia, Honggang, et al.
Published: (2025)
TraceCodec: A Compiler-Backed Neural Codec for Stateful Multi-Flow Network Traffic Traces
by: Ding, Junhui, et al.
Published: (2026)
by: Ding, Junhui, et al.
Published: (2026)
Data Augmentation for Traffic Classification
by: Wang, Chao, et al.
Published: (2024)
by: Wang, Chao, et al.
Published: (2024)
Automated Network Protocol Testing with LLM Agents
by: Wei, Yunze, et al.
Published: (2025)
by: Wei, Yunze, et al.
Published: (2025)
NetLLM: Adapting Large Language Models for Networking
by: Wu, Duo, et al.
Published: (2024)
by: Wu, Duo, et al.
Published: (2024)
Mamba for Wireless Communications and Networking: Principles and Opportunities
by: Zhang, Rongsheng, et al.
Published: (2025)
by: Zhang, Rongsheng, et al.
Published: (2025)
FIGRET: Fine-Grained Robustness-Enhanced Traffic Engineering
by: Liu, Ximeng, et al.
Published: (2024)
by: Liu, Ximeng, et al.
Published: (2024)
NetGPT: Generative Pretrained Transformer for Network Traffic
by: Meng, Xuying, et al.
Published: (2023)
by: Meng, Xuying, et al.
Published: (2023)
Energy-Efficient Deep Learning for Traffic Classification on Microcontrollers
by: Chehade, Adel, et al.
Published: (2025)
by: Chehade, Adel, et al.
Published: (2025)
Synecdoche: Efficient and Accurate In-Network Traffic Classification via Direct Packet Sequential Pattern Matching
by: Xiao, Minyuan, et al.
Published: (2025)
by: Xiao, Minyuan, et al.
Published: (2025)
HiSTM: Hierarchical Spatiotemporal Mamba for Cellular Traffic Forecasting
by: Bettouche, Zineddine, et al.
Published: (2025)
by: Bettouche, Zineddine, et al.
Published: (2025)
CacheMamba: Popularity Prediction for Mobile Edge Caching Networks via Selective State Spaces
by: Kianfar, Ghazaleh, et al.
Published: (2025)
by: Kianfar, Ghazaleh, et al.
Published: (2025)
When Simple Model Just Works: Is Network Traffic Classification in Crisis?
by: Jerabek, Kamil, et al.
Published: (2025)
by: Jerabek, Kamil, et al.
Published: (2025)
Practical and Configurable Network Traffic Classification Using Probabilistic Machine Learning
by: Chen, Jiahui, et al.
Published: (2021)
by: Chen, Jiahui, et al.
Published: (2021)
Versatile yet Efficient Network Traffic Analysis: Offloading Network Foundation Model to SmartNIC
by: Lin, Chungang, et al.
Published: (2025)
by: Lin, Chungang, et al.
Published: (2025)
Lens: A Knowledge-Guided Foundation Model for Network Traffic
by: Li, Xiaochang, et al.
Published: (2024)
by: Li, Xiaochang, et al.
Published: (2024)
Towards a Transformer-Based Pre-trained Model for IoT Traffic Classification
by: Bazaluk, Bruna, et al.
Published: (2024)
by: Bazaluk, Bruna, et al.
Published: (2024)
The Sweet Danger of Sugar: Debunking Representation Learning for Encrypted Traffic Classification
by: Zhao, Yuqi, et al.
Published: (2025)
by: Zhao, Yuqi, et al.
Published: (2025)
NTP-INT: Network Traffic Prediction-Driven In-band Network Telemetry for High-load Switches
by: Zhang, Penghui, et al.
Published: (2025)
by: Zhang, Penghui, et al.
Published: (2025)
PACC: Protocol-Aware Cross-Layer Compression for Compact Network Traffic Representation
by: Guo, Zhaochen, et al.
Published: (2026)
by: Guo, Zhaochen, et al.
Published: (2026)
MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic
by: Zhang, Yujun, et al.
Published: (2025)
by: Zhang, Yujun, et al.
Published: (2025)
A Large-Scale IPv6-Based Measurement of the Starlink Network
by: Wang, Bingsen, et al.
Published: (2024)
by: Wang, Bingsen, et al.
Published: (2024)
Large Language Models for Networking: Workflow, Advances and Challenges
by: Liu, Chang, et al.
Published: (2024)
by: Liu, Chang, et al.
Published: (2024)
Learning-Based Traffic Classification for Mixed-Critical Flows in Time-Sensitive Networking
by: Debnath, Rubi, et al.
Published: (2025)
by: Debnath, Rubi, et al.
Published: (2025)
BiLCNet : BiLSTM-Conformer Network for Encrypted Traffic Classification with 5G SA Physical Channel Records
by: Ma, Ke, et al.
Published: (2025)
by: Ma, Ke, et al.
Published: (2025)
Universal Embedding Function for Traffic Classification via QUIC Domain Recognition Pretraining: A Transfer Learning Success
by: Luxemburk, Jan, et al.
Published: (2025)
by: Luxemburk, Jan, et al.
Published: (2025)
Tiny Neural Networks for Session-Level Traffic Classification
by: Chehade, Adel, et al.
Published: (2025)
by: Chehade, Adel, et al.
Published: (2025)
Geminet: Learning the Duality-based Iterative Process for Lightweight Traffic Engineering in Changing Topologies
by: Liu, Ximeng, et al.
Published: (2025)
by: Liu, Ximeng, et al.
Published: (2025)
A review on Deep Neural Network for Computer Network Traffic Classification
by: Haque, Md. Ariful, et al.
Published: (2022)
by: Haque, Md. Ariful, et al.
Published: (2022)
Traffic Engineering in Large-scale Networks with Generalizable Graph Neural Networks
by: Zhou, Fangtong, et al.
Published: (2025)
by: Zhou, Fangtong, et al.
Published: (2025)
Fine-Grained Network Traffic Classification with Contextual QoS Profiling
by: Zhang, Huiwen, et al.
Published: (2026)
by: Zhang, Huiwen, et al.
Published: (2026)
Hardware-Aware Neural Architecture Search for Encrypted Traffic Classification on Resource-Constrained Devices
by: Chehade, Adel, et al.
Published: (2025)
by: Chehade, Adel, et al.
Published: (2025)
Similar Items
-
NetMamba+: A Framework of Pre-trained Models for Efficient and Accurate Network Traffic Classification
by: Wang, Tongze, et al.
Published: (2026) -
Bias in the Shadows: Explore Shortcuts in Encrypted Network Traffic Classification
by: Wang, Chuyi, et al.
Published: (2026) -
Mamba4Net: Distilled Hybrid Mamba Large Language Models For Networking
by: Xia, Linhan, et al.
Published: (2025) -
AI Agent Communication from Internet Architecture Perspective: Challenges and Opportunities
by: Du, Chenguang, et al.
Published: (2025) -
NetFlowGen: Leveraging Generative Pre-training for Network Traffic Dynamics
by: Zhou, Jiawei, et al.
Published: (2024)