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Paul Patras
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- affiliation: University of Edinburgh, UK
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2020 – today
- 2024
- [j30]Alec F. Diallo
, Paul Patras
:
Deciphering Clusters With a Deterministic Measure of Clustering Tendency. IEEE Trans. Knowl. Data Eng. 36(4): 1489-1501 (2024) - [j29]Alec F. Diallo
, Paul Patras
:
Cluster and Conquer: Malicious Traffic Classification at the Edge. IEEE Trans. Netw. Serv. Manag. 21(3): 2700-2714 (2024) - [j28]Weihe Li
, Paul Patras
:
P-Sketch: A Fast and Accurate Sketch for Persistent Item Lookup. IEEE/ACM Trans. Netw. 32(2): 987-1002 (2024) - [c32]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:
Towards 6G: Architectural Innovations and Challenges in the ORIGAMI Framework. EuCNC/6G Summit 2024: 1139-1144 - [c31]Weihe Li
, Paul Patras
:
Stable-Sketch: A Versatile Sketch for Accurate, Fast, Web-Scale Data Stream Processing. WWW 2024: 4227-4238 - 2023
- [j27]Luyang Xu, Haoyu Liu
, Junping Song, Rui Li
, Yahui Hu, Xu Zhou, Paul Patras:
TransMUSE: Transferable Traffic Prediction in MUlti-Service Edge Networks. Comput. Networks 221: 109518 (2023) - [j26]Haoyu Liu
, Alec F. Diallo
, Paul Patras
:
Amoeba: Circumventing ML-supported Network Censorship via Adversarial Reinforcement Learning. PACMNET 1(CoNEXT3): 9:1-9:25 (2023) - [c30]Weihe Li
, Paul Patras
:
Tight-Sketch: A High-Performance Sketch for Heavy Item-Oriented Data Stream Mining with Limited Memory Size. CIKM 2023: 1328-1337 - [c29]Haoyu Liu
, Douglas J. Leith
, Paul Patras
:
Android OS Privacy Under the Loupe - A Tale from the East. WISEC 2023: 31-42 - [i20]Haoyu Liu, Douglas J. Leith, Paul Patras:
Android OS Privacy Under the Loupe - A Tale from the East. CoRR abs/2302.01890 (2023) - [i19]Haoyu Liu, Alec F. Diallo, Paul Patras:
Amoeba: Circumventing ML-supported Network Censorship via Adversarial Reinforcement Learning. CoRR abs/2310.20469 (2023) - 2022
- [j25]Haoyu Liu
, Paul Patras:
NetSentry: A deep learning approach to detecting incipient large-scale network attacks. Comput. Commun. 191: 119-132 (2022) - [j24]Narengerile
, John Thompson, Paul Patras, Tharmalingam Ratnarajah:
Deep reinforcement learning-based beam training with energy and spectral efficiency maximisation for millimetre-wave channels. EURASIP J. Wirel. Commun. Netw. 2022(1): 110 (2022) - [j23]Yini Fang, Salih Ergüt
, Paul Patras
:
SDGNet: A Handover-Aware Spatiotemporal Graph Neural Network for Mobile Traffic Forecasting. IEEE Commun. Lett. 26(3): 582-586 (2022) - [j22]Chaoyun Zhang, Xavier Costa-Pérez
, Paul Patras
:
Adversarial Attacks Against Deep Learning-Based Network Intrusion Detection Systems and Defense Mechanisms. IEEE/ACM Trans. Netw. 30(3): 1294-1311 (2022) - [j21]Weihe Li
, Jiawei Huang
, Wenjun Lyu
, Jianxin Wang
, Paul Patras
:
VAMP: A Predictive Approach to Audio/Video Bitrate Adaptation Over Wireless Networks. IEEE Wirel. Commun. Lett. 11(3): 513-517 (2022) - [i18]Haoyu Liu, Paul Patras:
NetSentry: A Deep Learning Approach to Detecting Incipient Large-scale Network Attacks. CoRR abs/2202.09873 (2022) - [i17]Luyang Xu, Haoyu Liu, Junping Song, Rui Li, Yahui Hu, Xu Zhou, Paul Patras:
TransMUSE: Transferable Traffic Prediction in MUlti-Service EdgeNetworks. CoRR abs/2203.02083 (2022) - 2021
- [c28]Chaoyun Zhang, Marco Fiore, Iain Murray, Paul Patras:
CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting. AAAI 2021: 10851-10858 - [c27]Yini Fang, Alec F. Diallo
, Chaoyun Zhang, Paul Patras:
Spider: Deep Learning-driven Sparse Mobile Traffic Measurement Collection and Reconstruction. GLOBECOM 2021: 1-6 - [c26]Alec F. Diallo
, Paul Patras:
Adaptive Clustering-based Malicious Traffic Classification at the Network Edge. INFOCOM 2021: 1-10 - [c25]Michael Michaelides, Cigdem Sengul, Paul Patras:
An Experimental Evaluation of MQTT Authentication and Authorization in IoT. WiNTECH 2021: 69-76 - [c24]Narengerile, John S. Thompson, Paul Patras, Tharmalingam Ratnarajah:
Deep Reinforcement Learning-Based Beam Training for Spatially Consistent Millimeter Wave Channels. PIMRC 2021: 579-584 - [e2]Eiko Yoneki, Paul Patras:
EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021. ACM 2021, ISBN 978-1-4503-8298-4 [contents] - 2020
- [j20]Chaoyun Zhang
, Rui Li, Woojin Kim, Daesub Yoon
, Paul Patras
:
Driver Behavior Recognition via Interwoven Deep Convolutional Neural Nets With Multi-Stream Inputs. IEEE Access 8: 191138-191151 (2020) - [j19]Claudio Fiandrino
, Chaoyun Zhang, Paul Patras, Albert Banchs, Joerg Widmer:
A Machine-Learning-Based Framework for Optimizing the Operation of Future Networks. IEEE Commun. Mag. 58(6): 20-25 (2020) - [j18]Rui Li, Paul Patras
:
Max-Min Fair Resource Allocation in Millimetre-Wave Backhauls. IEEE Trans. Mob. Comput. 19(8): 1879-1895 (2020) - [c23]Chaoyun Zhang, Xavier Costa-Pérez
, Paul Patras:
Tiki-Taka: Attacking and Defending Deep Learning-based Intrusion Detection Systems. CCSW 2020: 27-39 - [c22]Jorge Sanz Maroto, Haoyu Liu
, Paul Patras:
On the Struggle Bus: A Detailed Security Analysis of the m-tickets App. ISC 2020: 234-252 - [c21]Marco Cominelli
, Paul Patras, Francesco Gringoli:
One GPU to Snoop Them All: a Full-Band Bluetooth Low Energy Sniffer. MedComNet 2020: 1-4 - [c20]Chaoyun Zhang, Marco Fiore, Cezary Ziemlicki, Paul Patras:
Microscope: mobile service traffic decomposition for network slicing as a service. MobiCom 2020: 38:1-38:14 - [c19]Marco Cominelli
, Francesco Gringoli, Paul Patras, Margus Lind, Guevara Noubir:
Even Black Cats Cannot Stay Hidden in the Dark: Full-band De-anonymization of Bluetooth Classic Devices. SP 2020: 534-548 - [i16]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:
CoronaSurveys: Using Surveys with Indirect Reporting to Estimate the Incidence and Evolution of Epidemics. CoRR abs/2005.12783 (2020)
2010 – 2019
- 2019
- [j17]Chaoyun Zhang
, Paul Patras
, Hamed Haddadi:
Deep Learning in Mobile and Wireless Networking: A Survey. IEEE Commun. Surv. Tutorials 21(3): 2224-2287 (2019) - [c18]Chaoyun Zhang, Marco Fiore, Paul Patras
:
Multi-Service Mobile Traffic Forecasting via Convolutional Long Short-Term Memories. M&N 2019: 1-6 - [c17]Marco Cominelli
, Paul Patras
, Francesco Gringoli:
Dead on Arrival: An Empirical Study of The Bluetooth 5.1 Positioning System. WiNTECH 2019: 13-20 - [c16]Haoyu Liu
, Tom Spink
, Paul Patras
:
Uncovering Security Vulnerabilities in the Belkin WeMo Home Automation Ecosystem. PerCom Workshops 2019: 894-899 - [i15]Chaoyun Zhang, Marco Fiore, Paul Patras:
Multi-Service Mobile Traffic Forecasting via Convolutional Long Short-Term Memories. CoRR abs/1905.09771 (2019) - [i14]Chaoyun Zhang, Marco Fiore, Iain Murray, Paul Patras:
CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting. CoRR abs/1907.12410 (2019) - [i13]Marco Cominelli, Paul Patras, Francesco Gringoli:
Dead on Arrival: An Empirical Study of The Bluetooth 5.1 Positioning System. CoRR abs/1909.08063 (2019) - 2018
- [j16]Nicolò Facchi, Francesco Gringoli
, Paul Patras
:
Maximising the utility of enterprise millimetre-wave networks. Comput. Commun. 119: 29-42 (2018) - [j15]Jiska Classen, Daniel Wegemer, Paul Patras
, Tom Spink
, Matthias Hollick:
Anatomy of a Vulnerable Fitness Tracking System: Dissecting the Fitbit Cloud, App, and Firmware. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2(1): 5:1-5:24 (2018) - [j14]Rui Li, Chaoyun Zhang, Paul Patras
, Razvan Stanica, Fabrice Valois:
Learning Driven Mobility Control of Airborne Base Stations in Emergency Networks. SIGMETRICS Perform. Evaluation Rev. 46(3): 163-166 (2018) - [j13]Andres Garcia-Saavedra
, Paul Patras
, Víctor Valls
, Xavier Pérez Costa
, Douglas J. Leith
:
ORLA/OLAA: Orthogonal Coexistence of LAA and WiFi in Unlicensed Spectrum. IEEE/ACM Trans. Netw. 26(6): 2665-2678 (2018) - [j12]Francesco Gringoli, Paul Patras
, Carlos Donato, Pablo Serrano, Yan Grunenberger:
Performance Assessment of Open Software Platforms for 5G Prototyping. IEEE Wirel. Commun. 25(5): 10-15 (2018) - [c15]Francesco Gringoli, Nahla M. Ali, Fabrizio Guerrini, Paul Patras
:
A Flexible Framework for Debugging IoT Wireless Applications. MetroInd4.0&IoT 2018: 230-235 - [c14]Rui Li, Chaoyun Zhang, Pan Cao, Paul Patras
, John S. Thompson:
Delmu: A Deep Learning Approach to Maximising the Utility of Virtualised Millimetre-Wave Backhauls. MLN 2018: 146-165 - [c13]Chaoyun Zhang, Paul Patras
:
Long-Term Mobile Traffic Forecasting Using Deep Spatio-Temporal Neural Networks. MobiHoc 2018: 231-240 - [i12]Andres Garcia-Saavedra, Paul Patras, Víctor Valls, Xavier Costa-Pérez, Douglas J. Leith:
ORLA/OLAA: Orthogonal Coexistence of LAA and WiFi in Unlicensed Spectrum. CoRR abs/1802.01360 (2018) - [i11]Chaoyun Zhang, Paul Patras, Hamed Haddadi:
Deep Learning in Mobile and Wireless Networking: A Survey. CoRR abs/1803.04311 (2018) - [i10]Rui Li, Chaoyun Zhang, Paul Patras, Pan Cao, John S. Thompson:
DELMU: A Deep Learning Approach to Maximising the Utility of Virtualised Millimetre-Wave Backhauls. CoRR abs/1810.00356 (2018) - [i9]Chaoyun Zhang, Rui Li, Woojin Kim, Daesub Yoon, Paul Patras:
Driver Behavior Recognition via Interwoven Deep Convolutional Neural Nets with Multi-stream Inputs. CoRR abs/1811.09128 (2018) - 2017
- [j11]Nicolò Facchi, Francesco Gringoli, David Malone
, Paul Patras
:
Imola: A decentralised learning-driven protocol for multi-hop White-Fi. Comput. Commun. 105: 157-168 (2017) - [c12]Chaoyun Zhang, Xi Ouyang, Paul Patras
:
ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network. CoNEXT 2017: 363-375 - [c11]Hossein Fereidooni, Jiska Classen, Tom Spink
, Paul Patras
, Markus Miettinen, Ahmad-Reza Sadeghi, Matthias Hollick, Mauro Conti
:
Breaking Fitness Records Without Moving: Reverse Engineering and Spoofing Fitbit. RAID 2017: 48-69 - [i8]Nicolò Facchi, Francesco Gringoli, Paul Patras:
Maximising the Utility of Enterprise Millimetre-Wave Networks. CoRR abs/1706.04278 (2017) - [i7]Hossein Fereidooni, Jiska Classen, Tom Spink, Paul Patras, Markus Miettinen, Ahmad-Reza Sadeghi, Matthias Hollick, Mauro Conti:
Breaking Fitness Records without Moving: Reverse Engineering and Spoofing Fitbit. CoRR abs/1706.09165 (2017) - [i6]Rui Li, Paul Patras:
Max-Min Fair Millimetre-Wave Backhauling. CoRR abs/1709.07078 (2017) - [i5]Chaoyun Zhang, Xi Ouyang, Paul Patras:
ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network. CoRR abs/1711.02413 (2017) - [i4]Chaoyun Zhang, Paul Patras:
Long-Term Mobile Traffic Forecasting Using Deep Spatio-Temporal Neural Networks. CoRR abs/1712.08083 (2017) - 2016
- [j10]Paul Patras
, Andres Garcia-Saavedra
, David Malone
, Douglas J. Leith
:
Rigorous and practical proportional-fair allocation for multi-rate Wi-Fi. Ad Hoc Networks 36: 21-34 (2016) - [j9]Paul Patras
, Hessan Feghhi, David Malone, Douglas J. Leith
:
Policing 802.11 MAC Misbehaviours. IEEE Trans. Mob. Comput. 15(7): 1728-1742 (2016) - [c10]C. Capretti, Francesco Gringoli, Nicolò Facchi, Paul Patras
:
LTE/Wi-Fi co-existence under scrutiny: an empirical study. WiNTECH 2016: 33-40 - [c9]Rui Li, Paul Patras
:
WiHaul: max-min fair wireless backhauling over multi-hop millimetre-wave links. HotWireless@MobiCom 2016: 56-60 - [c8]Nicolò Facchi, Francesco Gringoli, David Malone
, Paul Patras
:
When is the right time to transmit in multi-hop White-Fi? WoWMoM 2016: 1-3 - [c7]Gek Hong Sim, Rui Li, Cristina Cano
, David Malone
, Paul Patras
, Joerg Widmer
:
Learning from experience: Efficient decentralized scheduling for 60GHz mesh networks. WoWMoM 2016: 1-9 - [e1]Dimitrios Koutsonikolas, Paul Patras:
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. ACM 2016, ISBN 978-1-4503-4252-0 [contents] - 2014
- [j8]Paul Patras
, Hanghang Qi, David Malone
:
Mitigating collisions through power-hopping to improve 802.11 performance. Pervasive Mob. Comput. 11: 41-55 (2014) - [i3]Paul Patras, Andres Garcia-Saavedra, David Malone, Douglas J. Leith:
Rigorous and Practical Proportional-fair Allocation for Multi-rate Wi-Fi. CoRR abs/1411.6685 (2014) - 2013
- [j7]Pablo Serrano
, Paul Patras
, Andrea Mannocci
, Vincenzo Mancuso
, Albert Banchs:
Control theoretic optimization of 802.11 WLANs: Implementation and experimental evaluation. Comput. Networks 57(1): 258-272 (2013) - [c6]Anastasios Giannoulis, Paul Patras
, Edward W. Knightly:
Mobile Access of Wide-Spectrum Networks: Design, deployment and experimental evaluation. INFOCOM 2013: 1708-1716 - [c5]David Malone
, Hanghang Qi, Dmitri Botvich, Paul Patras
:
802.11 Buffers: When Bigger Is Not Better? WiFlex 2013: 37-48 - [c4]Hessan Feghhi, Paul Patras
, David Malone:
Practical node policing in 802.11WLANs. WOWMOM 2013: 1-3 - [i2]Paul Patras, Hessan Feghhi, David Malone, Douglas J. Leith:
Policing 802.11 MAC Misbehaviour. CoRR abs/1311.5014 (2013) - 2012
- [j6]Pablo Serrano
, Antonio de la Oliva
, Paul Patras
, Vincenzo Mancuso
, Albert Banchs:
Greening wireless communications: Status and future directions. Comput. Commun. 35(14): 1651-1661 (2012) - [j5]Albert Banchs, Pablo Serrano
, Paul Patras
, Marek Natkaniec
:
Providing Throughput and Fairness Guarantees in Virtualized WLANs Through Control Theory. Mob. Networks Appl. 17(4): 435-446 (2012) - [j4]Paul Patras
, Albert Banchs, Pablo Serrano
:
A control theoretic scheme for efficient video transmission over IEEE 802.11e EDCA WLANs. ACM Trans. Multim. Comput. Commun. Appl. 8(3): 29:1-29:23 (2012) - [c3]Pablo Salvador, Stefano Paris, Claudio Pisa, Paul Patras, Yan Grunenberger, Xavier Pérez Costa, Janusz Gozdecki:
A modular, flexible and virtualizable framework for IEEE 802.11. Future Network & Mobile Summit 2012: 1-8 - [c2]Paul Patras
, Hanghang Qi, David Malone
:
Exploiting the capture effect to improve WLAN throughput. WOWMOM 2012: 1-9 - [i1]Pablo Serrano, Paul Patras, Andrea Mannocci, Vincenzo Mancuso, Albert Banchs:
Control Theoretic Optimization of 802.11 WLANs: Implementation and Experimental Evaluation. CoRR abs/1203.2970 (2012) - 2011
- [j3]Paul Patras
, Albert Banchs, Pablo Serrano
, Arturo Azcorra:
A Control-Theoretic Approach to Distributed Optimal Configuration of 802.11 WLANs. IEEE Trans. Mob. Comput. 10(6): 897-910 (2011) - [c1]Johannes Lessmann, Antonio de la Oliva, Cigdem Sengul, Andres Garcia-Saavedra, Mathias Kretschmer, Seán Murphy, Paul Patras:
On the scalability of carrier-grade mesh network architectures. Future Network & Mobile Summit 2011: 1-8 - 2010
- [j2]Pablo Serrano
, Albert Banchs, Paul Patras
, Arturo Azcorra:
Optimal Configuration of 802.11e EDCA for Real-Time and Data Traffic. IEEE Trans. Veh. Technol. 59(5): 2511-2528 (2010)
2000 – 2009
- 2009
- [j1]Paul Patras
, Albert Banchs, Pablo Serrano
:
A Control Theoretic Approach for Throughput Optimization in IEEE 802.11e EDCA WLANs. Mob. Networks Appl. 14(6): 697-708 (2009)
Coauthor Index
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last updated on 2024-08-03 20:16 CEST by the dblp team
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