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Dario Rossi

Generic Multi-modal Representation Learning for Network Traffic Analysis

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May 04, 2024
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Data Augmentation for Traffic Classification

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Jan 23, 2024
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Toward Generative Data Augmentation for Traffic Classification

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Oct 21, 2023
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Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation

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Sep 18, 2023
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Many or Few Samples? Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification

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May 21, 2023
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Continuous-Time Functional Diffusion Processes

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Mar 01, 2023
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User-aware WLAN Transmit Power Control in the Wild

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Feb 21, 2023
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"It's a Match!" -- A Benchmark of Task Affinity Scores for Joint Learning

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Jan 07, 2023
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Cross-network transferable neural models for WLAN interference estimation

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Nov 25, 2022
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Rare Yet Popular: Evidence and Implications from Labeled Datasets for Network Anomaly Detection

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Nov 18, 2022
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