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Paul Patras

Neural Networks Decoded: Targeted and Robust Analysis of Neural Network Decisions via Causal Explanations and Reasoning

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Oct 07, 2024
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Amoeba: Circumventing ML-supported Network Censorship via Adversarial Reinforcement Learning

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Oct 31, 2023
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NetSentry: A Deep Learning Approach to Detecting Incipient Large-scale Network Attacks

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Feb 20, 2022
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CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting

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Jul 29, 2019
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Multi-Service Mobile Traffic Forecasting via Convolutional Long Short-Term Memories

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May 23, 2019
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Driver Behavior Recognition via Interwoven Deep Convolutional Neural Nets with Multi-stream Inputs

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Nov 22, 2018
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Deep Learning in Mobile and Wireless Networking: A Survey

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Sep 17, 2018
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ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network

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Nov 07, 2017
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