Paul Patras - RankMe

91 papers A* 9A 3B 4C 5Journal 52Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	ECHO: Effective Coreset-Driven Learning via Hierarchical Optimizations. ICDM Alec F. Diallo, Weihe Li, Paul Patras
2025	J	`jnl`	Efficient Sketching for Heavy Item-Oriented Data Stream Mining With Memory Constraints. IEEE Trans. Computers Weihe Li, Paul Patras
2025	—	`conf`	Harmonia: A Swift and Accurate Approximate Data Structure for Real-Time Heavy Flow Detection in High-Speed Networks. ADMA (3) Weihe Li, Tianyue Chu, Christos-Savvas Bouganis, Paul Patras
2025	B	`conf`	Pallas: A Data-Plane-Only Approach to Accurate Persistent Flow Detection on Programmable Switches in High-Speed Networks. ICNP Weihe Li, Beyza Bütün, Tianyue Chu, Marco Fiore, Paul Patras
2025	A*	`conf`	Pontus: A Memory-Efficient and High-Accuracy Approach for Persistence-Based Item Lookup in High-Velocity Data Streams. WWW Weihe Li, Zukai Li, Beyza Bütün, Alec F. Diallo, Marco Fiore, Paul Patras
2024	J	`jnl`	Cluster and Conquer: Malicious Traffic Classification at the Edge. IEEE Trans. Netw. Serv. Manag. Alec F. Diallo, Paul Patras
2024	J	`jnl`	Deciphering Clusters With a Deterministic Measure of Clustering Tendency. IEEE Trans. Knowl. Data Eng. Alec F. Diallo, Paul Patras
2024	J	`jnl`	Neural Networks Decoded: Targeted and Robust Analysis of Neural Network Decisions via Causal Explanations and Reasoning. CoRR Alec F. Diallo, Vaishak Belle, Paul Patras
2024	J	`jnl`	P-Sketch: A Fast and Accurate Sketch for Persistent Item Lookup. IEEE/ACM Trans. Netw. Weihe Li, Paul Patras
2024	A*	`conf`	Sabre: Cutting through Adversarial Noise with Adaptive Spectral Filtering and Input Reconstruction. SP Alec F. Diallo, Paul Patras
2024	A*	`conf`	Stable-Sketch: A Versatile Sketch for Accurate, Fast, Web-Scale Data Stream Processing. WWW Weihe Li, Paul Patras
2024	—	`conf`	Towards 6G: Architectural Innovations and Challenges in the ORIGAMI Framework. EuCNC/6G Summit Livia Elena Chatzieleftheriou, Marco Gramaglia, Andres Garcia-Saavedra, Steffen Gebert, Gines Garcia-Aviles, Stefan Geissler, Marco Fiore, Paul Patras, Andra Lutu, Dimitris Tsolkas, Md. Arifur Rahman
2023	J	`jnl`	Amoeba: Circumventing ML-supported Network Censorship via Adversarial Reinforcement Learning. CoRR Haoyu Liu, Alec F. Diallo, Paul Patras
2023	J	`jnl`	Amoeba: Circumventing ML-supported Network Censorship via Adversarial Reinforcement Learning. PACMNET Haoyu Liu, Alec F. Diallo, Paul Patras
2023	—	`conf`	Android OS Privacy Under the Loupe - A Tale from the East. WISEC Haoyu Liu, Douglas J. Leith, Paul Patras
2023	J	`jnl`	Android OS Privacy Under the Loupe - A Tale from the East. CoRR Haoyu Liu, Douglas J. Leith, Paul Patras
2023	A	`conf`	Tight-Sketch: A High-Performance Sketch for Heavy Item-Oriented Data Stream Mining with Limited Memory Size. CIKM Weihe Li, Paul Patras
2023	J	`jnl`	TransMUSE: Transferable Traffic Prediction in MUlti-Service Edge Networks. Comput. Networks Luyang Xu, Haoyu Liu, Junping Song, Rui Li, Yahui Hu, Xu Zhou, Paul Patras
2022	J	`jnl`	Adversarial Attacks Against Deep Learning-Based Network Intrusion Detection Systems and Defense Mechanisms. IEEE/ACM Trans. Netw. Chaoyun Zhang, Xavier Costa-Pérez, Paul Patras
2022	J	`jnl`	Deep reinforcement learning-based beam training with energy and spectral efficiency maximisation for millimetre-wave channels. EURASIP J. Wirel. Commun. Netw. Narengerile, John Thompson, Paul Patras, Tharmalingam Ratnarajah
2022	J	`jnl`	NetSentry: A Deep Learning Approach to Detecting Incipient Large-scale Network Attacks. CoRR Haoyu Liu, Paul Patras
2022	J	`jnl`	NetSentry: A deep learning approach to detecting incipient large-scale network attacks. Comput. Commun. Haoyu Liu, Paul Patras
2022	J	`jnl`	SDGNet: A Handover-Aware Spatiotemporal Graph Neural Network for Mobile Traffic Forecasting. IEEE Commun. Lett. Yini Fang, Salih Ergüt, Paul Patras
2022	J	`jnl`	TransMUSE: Transferable Traffic Prediction in MUlti-Service EdgeNetworks. CoRR Luyang Xu, Haoyu Liu, Junping Song, Rui Li, Yahui Hu, Xu Zhou, Paul Patras
2022	J	`jnl`	VAMP: A Predictive Approach to Audio/Video Bitrate Adaptation Over Wireless Networks. IEEE Wirel. Commun. Lett. Weihe Li, Jiawei Huang, Wenjun Lyu, Jianxin Wang, Paul Patras
2021	A*	`conf`	Adaptive Clustering-based Malicious Traffic Classification at the Network Edge. INFOCOM Alec F. Diallo, Paul Patras
2021	—	`conf`	An Experimental Evaluation of MQTT Authentication and Authorization in IoT. WiNTECH Michael Michaelides, Cigdem Sengul, Paul Patras
2021	A*	`conf`	CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting. AAAI Chaoyun Zhang, Marco Fiore, Iain Murray, Paul Patras
2021	B	`conf`	Deep Reinforcement Learning-Based Beam Training for Spatially Consistent Millimeter Wave Channels. PIMRC Narengerile, John S. Thompson, Paul Patras, Tharmalingam Ratnarajah
2021	—	`ed.`	EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021 EuroMLSys@EuroSys Eiko Yoneki, Paul Patras
2021	B	`conf`	Spider: Deep Learning-driven Sparse Mobile Traffic Measurement Collection and Reconstruction. GLOBECOM Yini Fang, Alec F. Diallo, Chaoyun Zhang, Paul Patras
2020	J	`jnl`	A Machine-Learning-Based Framework for Optimizing the Operation of Future Networks. IEEE Commun. Mag. Claudio Fiandrino, Chaoyun Zhang, Paul Patras, Albert Banchs, Joerg Widmer
2020	J	`jnl`	CoronaSurveys: Using Surveys with Indirect Reporting to Estimate the Incidence and Evolution of Epidemics. CoRR Oluwasegun Ojo, Augusto García-Agundez, Benjamin Girault, Harold Hernández, Elisa Cabana, Amanda García-García, Payman Arabshahi, Carlos Baquero, Paolo Casari, Ednaldo José Ferreira, Davide Frey, Chryssis Georgiou, Mathieu Goessens, Anna Ishchenko, Ernesto Jiménez, Oleksiy Kebkal, Rosa E. Lillo, Raquel Menezes, Nicolas Nicolaou, Antonio Ortega, Paul Patras, Julian C. Roberts, Efstathios Stavrakis, Yuichi Tanaka, Antonio Fernández Anta
2020	J	`jnl`	Driver Behavior Recognition via Interwoven Deep Convolutional Neural Nets With Multi-Stream Inputs. IEEE Access Chaoyun Zhang, Rui Li, Woojin Kim, Daesub Yoon, Paul Patras
2020	A*	`conf`	Even Black Cats Cannot Stay Hidden in the Dark: Full-band De-anonymization of Bluetooth Classic Devices. SP Marco Cominelli, Francesco Gringoli, Paul Patras, Margus Lind, Guevara Noubir
2020	J	`jnl`	Max-Min Fair Resource Allocation in Millimetre-Wave Backhauls. IEEE Trans. Mob. Comput. Rui Li, Paul Patras
2020	A*	`conf`	Microscope: mobile service traffic decomposition for network slicing as a service. MobiCom Chaoyun Zhang, Marco Fiore, Cezary Ziemlicki, Paul Patras
2020	C	`conf`	On the Struggle Bus: A Detailed Security Analysis of the m-tickets App. ISC Jorge Sanz Maroto, Haoyu Liu, Paul Patras
2020	—	`conf`	One GPU to Snoop Them All: a Full-Band Bluetooth Low Energy Sniffer. MedComNet Marco Cominelli, Paul Patras, Francesco Gringoli
2020	—	`conf`	Tiki-Taka: Attacking and Defending Deep Learning-based Intrusion Detection Systems. CCSW Chaoyun Zhang, Xavier Costa-Pérez, Paul Patras
2019	J	`jnl`	CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting. CoRR Chaoyun Zhang, Marco Fiore, Iain Murray, Paul Patras
2019	—	`conf`	Dead on Arrival: An Empirical Study of The Bluetooth 5.1 Positioning System. WiNTECH Marco Cominelli, Paul Patras, Francesco Gringoli
2019	J	`jnl`	Dead on Arrival: An Empirical Study of The Bluetooth 5.1 Positioning System. CoRR Marco Cominelli, Paul Patras, Francesco Gringoli
2019	J	`jnl`	Deep Learning in Mobile and Wireless Networking: A Survey. IEEE Commun. Surv. Tutorials Chaoyun Zhang, Paul Patras, Hamed Haddadi
2019	—	`conf`	Multi-Service Mobile Traffic Forecasting via Convolutional Long Short-Term Memories. M&N Chaoyun Zhang, Marco Fiore, Paul Patras
2019	J	`jnl`	Multi-Service Mobile Traffic Forecasting via Convolutional Long Short-Term Memories. CoRR Chaoyun Zhang, Marco Fiore, Paul Patras
2019	—	`conf`	Uncovering Security Vulnerabilities in the Belkin WeMo Home Automation Ecosystem. PerCom Workshops Haoyu Liu, Tom Spink, Paul Patras
2018	—	`conf`	A Flexible Framework for Debugging IoT Wireless Applications. MetroInd4.0&IoT Francesco Gringoli, Nahla M. Ali, Fabrizio Guerrini, Paul Patras
2018	J	`jnl`	Anatomy of a Vulnerable Fitness Tracking System: Dissecting the Fitbit Cloud, App, and Firmware. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Jiska Classen, Daniel Wegemer, Paul Patras, Tom Spink, Matthias Hollick
2018	J	`jnl`	DELMU: A Deep Learning Approach to Maximising the Utility of Virtualised Millimetre-Wave Backhauls. CoRR Rui Li, Chaoyun Zhang, Paul Patras, Pan Cao, John S. Thompson
2018	J	`jnl`	Deep Learning in Mobile and Wireless Networking: A Survey. CoRR Chaoyun Zhang, Paul Patras, Hamed Haddadi
2018	—	`conf`	Delmu: A Deep Learning Approach to Maximising the Utility of Virtualised Millimetre-Wave Backhauls. MLN Rui Li, Chaoyun Zhang, Pan Cao, Paul Patras, John S. Thompson
2018	J	`jnl`	Driver Behavior Recognition via Interwoven Deep Convolutional Neural Nets with Multi-stream Inputs. CoRR Chaoyun Zhang, Rui Li, Woojin Kim, Daesub Yoon, Paul Patras
2018	J	`jnl`	Learning Driven Mobility Control of Airborne Base Stations in Emergency Networks. SIGMETRICS Perform. Evaluation Rev. Rui Li, Chaoyun Zhang, Paul Patras, Razvan Stanica, Fabrice Valois
2018	B	`conf`	Long-Term Mobile Traffic Forecasting Using Deep Spatio-Temporal Neural Networks. MobiHoc Chaoyun Zhang, Paul Patras
2018	J	`jnl`	Maximising the utility of enterprise millimetre-wave networks. Comput. Commun. Nicolò Facchi, Francesco Gringoli, Paul Patras
2018	J	`jnl`	ORLA/OLAA: Orthogonal Coexistence of LAA and WiFi in Unlicensed Spectrum. CoRR Andres Garcia-Saavedra, Paul Patras, Víctor Valls, Xavier Costa-Pérez, Douglas J. Leith
2018	J	`jnl`	ORLA/OLAA: Orthogonal Coexistence of LAA and WiFi in Unlicensed Spectrum. IEEE/ACM Trans. Netw. Andres Garcia-Saavedra, Paul Patras, Víctor Valls, Xavier Pérez Costa, Douglas J. Leith
2018	J	`jnl`	Performance Assessment of Open Software Platforms for 5G Prototyping. IEEE Wirel. Commun. Francesco Gringoli, Paul Patras, Carlos Donato, Pablo Serrano, Yan Grunenberger
2017	A	`conf`	Breaking Fitness Records Without Moving: Reverse Engineering and Spoofing Fitbit. RAID Hossein Fereidooni, Jiska Classen, Tom Spink, Paul Patras, Markus Miettinen, Ahmad-Reza Sadeghi, Matthias Hollick, Mauro Conti
2017	J	`jnl`	Breaking Fitness Records without Moving: Reverse Engineering and Spoofing Fitbit. CoRR Hossein Fereidooni, Jiska Classen, Tom Spink, Paul Patras, Markus Miettinen, Ahmad-Reza Sadeghi, Matthias Hollick, Mauro Conti
2017	J	`jnl`	Imola: A decentralised learning-driven protocol for multi-hop White-Fi. Comput. Commun. Nicolò Facchi, Francesco Gringoli, David Malone, Paul Patras
2017	J	`jnl`	Long-Term Mobile Traffic Forecasting Using Deep Spatio-Temporal Neural Networks. CoRR Chaoyun Zhang, Paul Patras
2017	J	`jnl`	Max-Min Fair Millimetre-Wave Backhauling. CoRR Rui Li, Paul Patras
2017	J	`jnl`	Maximising the Utility of Enterprise Millimetre-Wave Networks. CoRR Nicolò Facchi, Francesco Gringoli, Paul Patras
2017	A	`conf`	ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network. CoNEXT Chaoyun Zhang, Xi Ouyang, Paul Patras
2017	J	`jnl`	ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network. CoRR Chaoyun Zhang, Xi Ouyang, Paul Patras
2016	—	`conf`	LTE/Wi-Fi co-existence under scrutiny: an empirical study. WiNTECH C. Capretti, Francesco Gringoli, Nicolò Facchi, Paul Patras
2016	C	`conf`	Learning from experience: Efficient decentralized scheduling for 60GHz mesh networks. WoWMoM Gek Hong Sim, Rui Li, Cristina Cano, David Malone, Paul Patras, Joerg Widmer
2016	J	`jnl`	Policing 802.11 MAC Misbehaviours. IEEE Trans. Mob. Comput. Paul Patras, Hessan Feghhi, David Malone, Douglas J. Leith
2016	—	`ed.`	Proceedings of the Tenth ACM International Workshop on Wireless Network Testbeds, Experimental Evaluation, and Characterization, WiNTECH@MobiCom 2016, New York City, New York, USA, October 3-7, 2016 WiNTECH Dimitrios Koutsonikolas, Paul Patras
2016	J	`jnl`	Rigorous and practical proportional-fair allocation for multi-rate Wi-Fi. Ad Hoc Networks Paul Patras, Andres Garcia-Saavedra, David Malone, Douglas J. Leith
2016	C	`conf`	When is the right time to transmit in multi-hop White-Fi? WoWMoM Nicolò Facchi, Francesco Gringoli, David Malone, Paul Patras
2016	—	`conf`	WiHaul: max-min fair wireless backhauling over multi-hop millimetre-wave links. HotWireless@MobiCom Rui Li, Paul Patras
2014	J	`jnl`	Mitigating collisions through power-hopping to improve 802.11 performance. Pervasive Mob. Comput. Paul Patras, Hanghang Qi, David Malone
2014	J	`jnl`	Rigorous and Practical Proportional-fair Allocation for Multi-rate Wi-Fi. CoRR Paul Patras, Andres Garcia-Saavedra, David Malone, Douglas J. Leith
2013	—	`conf`	802.11 Buffers: When Bigger Is Not Better? WiFlex David Malone, Hanghang Qi, Dmitri Botvich, Paul Patras
2013	J	`jnl`	Control theoretic optimization of 802.11 WLANs: Implementation and experimental evaluation. Comput. Networks Pablo Serrano, Paul Patras, Andrea Mannocci, Vincenzo Mancuso, Albert Banchs
2013	A*	`conf`	Mobile Access of Wide-Spectrum Networks: Design, deployment and experimental evaluation. INFOCOM Anastasios Giannoulis, Paul Patras, Edward W. Knightly
2013	J	`jnl`	Policing 802.11 MAC Misbehaviour. CoRR Paul Patras, Hessan Feghhi, David Malone, Douglas J. Leith
2013	C	`conf`	Practical node policing in 802.11WLANs. WOWMOM Hessan Feghhi, Paul Patras, David Malone
2012	J	`jnl`	A control theoretic scheme for efficient video transmission over IEEE 802.11e EDCA WLANs. ACM Trans. Multim. Comput. Commun. Appl. Paul Patras, Albert Banchs, Pablo Serrano
2012	—	`conf`	A modular, flexible and virtualizable framework for IEEE 802.11. Future Network & Mobile Summit Pablo Salvador, Stefano Paris, Claudio Pisa, Paul Patras, Yan Grunenberger, Xavier Pérez Costa, Janusz Gozdecki
2012	J	`jnl`	Control Theoretic Optimization of 802.11 WLANs: Implementation and Experimental Evaluation CoRR Pablo Serrano, Paul Patras, Andrea Mannocci, Vincenzo Mancuso, Albert Banchs
2012	C	`conf`	Exploiting the capture effect to improve WLAN throughput. WOWMOM Paul Patras, Hanghang Qi, David Malone
2012	J	`jnl`	Greening wireless communications: Status and future directions. Comput. Commun. Pablo Serrano, Antonio de la Oliva, Paul Patras, Vincenzo Mancuso, Albert Banchs
2012	J	`jnl`	Providing Throughput and Fairness Guarantees in Virtualized WLANs Through Control Theory. Mob. Networks Appl. Albert Banchs, Pablo Serrano, Paul Patras, Marek Natkaniec
2011	J	`jnl`	A Control-Theoretic Approach to Distributed Optimal Configuration of 802.11 WLANs. IEEE Trans. Mob. Comput. Paul Patras, Albert Banchs, Pablo Serrano, Arturo Azcorra
2011	—	`conf`	On the scalability of carrier-grade mesh network architectures. Future Network & Mobile Summit Johannes Lessmann, Antonio de la Oliva, Cigdem Sengul, Andres Garcia-Saavedra, Mathias Kretschmer, Seán Murphy, Paul Patras
2010	J	`jnl`	Optimal Configuration of 802.11e EDCA for Real-Time and Data Traffic. IEEE Trans. Veh. Technol. Pablo Serrano, Albert Banchs, Paul Patras, Arturo Azcorra
2009	J	`jnl`	A Control Theoretic Approach for Throughput Optimization in IEEE 802.11e EDCA WLANs. Mob. Networks Appl. Paul Patras, Albert Banchs, Pablo Serrano