Paul Patras

Orcid: 0000-0002-1037-0158

According to our database1, Paul Patras authored at least 62 papers between 2009 and 2024.

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Bibliography

2024
Deciphering Clusters With a Deterministic Measure of Clustering Tendency.
IEEE Trans. Knowl. Data Eng., April, 2024

2023
TransMUSE: Transferable Traffic Prediction in MUlti-Service Edge Networks.
Comput. Networks, February, 2023

Amoeba: Circumventing ML-supported Network Censorship via Adversarial Reinforcement Learning.
PACMNET, 2023

Android OS Privacy Under the Loupe - A Tale from the East.
Proceedings of the 16th ACM Conference on Security and Privacy in Wireless and Mobile Networks, 2023

Tight-Sketch: A High-Performance Sketch for Heavy Item-Oriented Data Stream Mining with Limited Memory Size.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
VAMP: A Predictive Approach to Audio/Video Bitrate Adaptation Over Wireless Networks.
IEEE Wirel. Commun. Lett., 2022

Adversarial Attacks Against Deep Learning-Based Network Intrusion Detection Systems and Defense Mechanisms.
IEEE/ACM Trans. Netw., 2022

SDGNet: A Handover-Aware Spatiotemporal Graph Neural Network for Mobile Traffic Forecasting.
IEEE Commun. Lett., 2022

Deep reinforcement learning-based beam training with energy and spectral efficiency maximisation for millimetre-wave channels.
EURASIP J. Wirel. Commun. Netw., 2022

TransMUSE: Transferable Traffic Prediction in MUlti-Service EdgeNetworks.
CoRR, 2022

NetSentry: A deep learning approach to detecting incipient large-scale network attacks.
Comput. Commun., 2022

2021
Deep Reinforcement Learning-Based Beam Training for Spatially Consistent Millimeter Wave Channels.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

An Experimental Evaluation of MQTT Authentication and Authorization in IoT.
Proceedings of the WiNTECH'21: Proceedings of the 15th ACM Workshop on Wireless Network Testbeds, 2021

Adaptive Clustering-based Malicious Traffic Classification at the Network Edge.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Spider: Deep Learning-driven Sparse Mobile Traffic Measurement Collection and Reconstruction.
Proceedings of the IEEE Global Communications Conference, 2021

CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Max-Min Fair Resource Allocation in Millimetre-Wave Backhauls.
IEEE Trans. Mob. Comput., 2020

CoronaSurveys: Using Surveys with Indirect Reporting to Estimate the Incidence and Evolution of Epidemics.
CoRR, 2020

A Machine-Learning-Based Framework for Optimizing the Operation of Future Networks.
IEEE Commun. Mag., 2020

Driver Behavior Recognition via Interwoven Deep Convolutional Neural Nets With Multi-Stream Inputs.
IEEE Access, 2020

Even Black Cats Cannot Stay Hidden in the Dark: Full-band De-anonymization of Bluetooth Classic Devices.
Proceedings of the 2020 IEEE Symposium on Security and Privacy, 2020

Microscope: mobile service traffic decomposition for network slicing as a service.
Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

One GPU to Snoop Them All: a Full-Band Bluetooth Low Energy Sniffer.
Proceedings of the Mediterranean Communication and Computer Networking Conference, 2020

On the Struggle Bus: A Detailed Security Analysis of the m-tickets App.
Proceedings of the Information Security - 23rd International Conference, 2020

Tiki-Taka: Attacking and Defending Deep Learning-based Intrusion Detection Systems.
Proceedings of the CCSW'20, 2020

2019
Deep Learning in Mobile and Wireless Networking: A Survey.
IEEE Commun. Surv. Tutorials, 2019

Uncovering Security Vulnerabilities in the Belkin WeMo Home Automation Ecosystem.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Dead on Arrival: An Empirical Study of The Bluetooth 5.1 Positioning System.
Proceedings of the 13th International Workshop on Wireless Network Testbeds, 2019

Multi-Service Mobile Traffic Forecasting via Convolutional Long Short-Term Memories.
Proceedings of the 5th IEEE International Symposium on Measurements & Networking, 2019

2018
Performance Assessment of Open Software Platforms for 5G Prototyping.
IEEE Wirel. Commun., 2018

ORLA/OLAA: Orthogonal Coexistence of LAA and WiFi in Unlicensed Spectrum.
IEEE/ACM Trans. Netw., 2018

Learning Driven Mobility Control of Airborne Base Stations in Emergency Networks.
SIGMETRICS Perform. Evaluation Rev., 2018

Anatomy of a Vulnerable Fitness Tracking System: Dissecting the Fitbit Cloud, App, and Firmware.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Maximising the utility of enterprise millimetre-wave networks.
Comput. Commun., 2018

Long-Term Mobile Traffic Forecasting Using Deep Spatio-Temporal Neural Networks.
Proceedings of the Nineteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2018

Delmu: A Deep Learning Approach to Maximising the Utility of Virtualised Millimetre-Wave Backhauls.
Proceedings of the Machine Learning for Networking - First International Conference, 2018

A Flexible Framework for Debugging IoT Wireless Applications.
Proceedings of the 2018 Workshop on Metrology for Industry 4.0 and IoT, 2018

2017
Max-Min Fair Millimetre-Wave Backhauling.
CoRR, 2017

Imola: A decentralised learning-driven protocol for multi-hop White-Fi.
Comput. Commun., 2017

Breaking Fitness Records Without Moving: Reverse Engineering and Spoofing Fitbit.
Proceedings of the Research in Attacks, Intrusions, and Defenses, 2017

ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network.
Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies, 2017

2016
Policing 802.11 MAC Misbehaviours.
IEEE Trans. Mob. Comput., 2016

Rigorous and practical proportional-fair allocation for multi-rate Wi-Fi.
Ad Hoc Networks, 2016

Learning from experience: Efficient decentralized scheduling for 60GHz mesh networks.
Proceedings of the 17th IEEE International Symposium on A World of Wireless, 2016

When is the right time to transmit in multi-hop White-Fi?
Proceedings of the 17th IEEE International Symposium on A World of Wireless, 2016

WiHaul: max-min fair wireless backhauling over multi-hop millimetre-wave links.
Proceedings of the 3rd Workshop on Hot Topics in Wireless, 2016

LTE/Wi-Fi co-existence under scrutiny: an empirical study.
Proceedings of the Tenth ACM International Workshop on Wireless Network Testbeds, 2016

2014
Mitigating collisions through power-hopping to improve 802.11 performance.
Pervasive Mob. Comput., 2014

2013
Policing 802.11 MAC Misbehaviour.
CoRR, 2013

Control theoretic optimization of 802.11 WLANs: Implementation and experimental evaluation.
Comput. Networks, 2013

Practical node policing in 802.11WLANs.
Proceedings of the IEEE 14th International Symposium on "A World of Wireless, 2013

802.11 Buffers: When Bigger Is Not Better?
Proceedings of the Wireless Access Flexibility - First International Workshop, 2013

Mobile Access of Wide-Spectrum Networks: Design, deployment and experimental evaluation.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

2012
A control theoretic scheme for efficient video transmission over IEEE 802.11e EDCA WLANs.
ACM Trans. Multim. Comput. Commun. Appl., 2012

Providing Throughput and Fairness Guarantees in Virtualized WLANs Through Control Theory.
Mob. Networks Appl., 2012

Greening wireless communications: Status and future directions.
Comput. Commun., 2012

Exploiting the capture effect to improve WLAN throughput.
Proceedings of the 2012 IEEE International Symposium on a World of Wireless, 2012

A modular, flexible and virtualizable framework for IEEE 802.11.
Proceedings of the 2012 Future Network & Mobile Summit, Berlin, Germany, July 4-6, 2012, 2012

2011
A Control-Theoretic Approach to Distributed Optimal Configuration of 802.11 WLANs.
IEEE Trans. Mob. Comput., 2011

On the scalability of carrier-grade mesh network architectures.
Proceedings of the 2011 Future Network & Mobile Summit, Warsaw, Poland, June 15-17, 2011, 2011

2010
Optimal Configuration of 802.11e EDCA for Real-Time and Data Traffic.
IEEE Trans. Veh. Technol., 2010

2009
A Control Theoretic Approach for Throughput Optimization in IEEE 802.11e EDCA WLANs.
Mob. Networks Appl., 2009


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