Fuxiang Huang
2 indexed papers
Recent (6 mo)
2With code
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226
Top categories
Crypto×2AI×2Multimedia×2Networking×2
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Research Timeline
2026
Mean Masked Autoencoder with Flow-Mixing for Encrypted Traffic Classification
The paper proposes Mean MAE (MMAE), a novel self-supervised pre-training framework that uses flow mixing and teacher-student distillation to improve encrypted traffic classification by capturing multi-granularity context.
Multimodal Reasoning with LLM for Encrypted Traffic Interpretation: A Benchmark
The paper introduces a new benchmark (BGTD) and a multimodal framework (mmTraffic) that enables explainable, evidence-grounded interpretation of encrypted network traffic using LLMs.
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Papers
cs.CRcs.AIcs.MMRecentApr 9, 2026
Multimodal Reasoning with LLM for Encrypted Traffic Interpretation: A Benchmark
The paper introduces a new benchmark (BGTD) and a multimodal framework (mmTraffic) that enables explainable, evidence-grounded interpretation of encrypted network traffic using LLMs.
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cs.CRcs.AIcs.MMRecentMar 31, 2026