Paul Patras

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 65

Top Topics

Reverse Engineer

Intrusion Detection

Top Venues

IEEE/ACM Trans. Netw.

Comput. Commun.

Publications

Weihe Li, Paul Patras
P-Sketch: A Fast and Accurate Sketch for Persistent Item Lookup. IEEE/ACM Trans. Netw. 32 (2) (2024)
Alec F. Diallo, Paul Patras
Cluster and Conquer: Malicious Traffic Classification at the Edge. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
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)
Alec F. Diallo, Paul Patras
Deciphering Clusters With a Deterministic Measure of Clustering Tendency. IEEE Trans. Knowl. Data Eng. 36 (4) (2024)
Weihe Li, Paul Patras
Stable-Sketch: A Versatile Sketch for Accurate, Fast, Web-Scale Data Stream Processing. WWW (2024)
Weihe Li, Paul Patras
Tight-Sketch: A High-Performance Sketch for Heavy Item-Oriented Data Stream Mining with Limited Memory Size. CIKM (2023)
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 (2023)
Haoyu Liu, Alec F. Diallo, Paul Patras
Amoeba: Circumventing ML-supported Network Censorship via Adversarial Reinforcement Learning. PACMNET 1 (CoNEXT3) (2023)
Haoyu Liu, Douglas J. Leith, Paul Patras
Android OS Privacy Under the Loupe - A Tale from the East. WISEC (2023)
Haoyu Liu, Douglas J. Leith, Paul Patras
Android OS Privacy Under the Loupe - A Tale from the East. CoRR (2023)
Haoyu Liu, Alec F. Diallo, Paul Patras
Amoeba: Circumventing ML-supported Network Censorship via Adversarial Reinforcement Learning. CoRR (2023)
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) (2022)
Haoyu Liu, Paul Patras
NetSentry: A deep learning approach to detecting incipient large-scale network attacks. Comput. Commun. 191 (2022)
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) (2022)
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) (2022)
Haoyu Liu, Paul Patras
NetSentry: A Deep Learning Approach to Detecting Incipient Large-scale Network Attacks. CoRR (2022)
Yini Fang, Salih Ergüt, Paul Patras
SDGNet: A Handover-Aware Spatiotemporal Graph Neural Network for Mobile Traffic Forecasting. IEEE Commun. Lett. 26 (3) (2022)
Luyang Xu, Haoyu Liu, Junping Song, Rui Li, Yahui Hu, Xu Zhou, Paul Patras
TransMUSE: Transferable Traffic Prediction in MUlti-Service EdgeNetworks. CoRR (2022)
Narengerile, John S. Thompson, Paul Patras, Tharmalingam Ratnarajah
Deep Reinforcement Learning-Based Beam Training for Spatially Consistent Millimeter Wave Channels. PIMRC (2021)
Yini Fang, Alec F. Diallo, Chaoyun Zhang, Paul Patras
Spider: Deep Learning-driven Sparse Mobile Traffic Measurement Collection and Reconstruction. GLOBECOM (2021)
Alec F. Diallo, Paul Patras
Adaptive Clustering-based Malicious Traffic Classification at the Network Edge. INFOCOM (2021)
Michael Michaelides, Cigdem Sengul, Paul Patras
An Experimental Evaluation of MQTT Authentication and Authorization in IoT. WiNTECH@MOBICOM (2021)
Chaoyun Zhang, Marco Fiore, Iain Murray, Paul Patras
CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting. AAAI (2021)
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. IEEE Symposium on Security and Privacy (2020)
Marco Cominelli, Paul Patras, Francesco Gringoli
One GPU to Snoop Them All: a Full-Band Bluetooth Low Energy Sniffer. MedComNet (2020)
Jorge Sanz Maroto, Haoyu Liu, Paul Patras
On the Struggle Bus: A Detailed Security Analysis of the m-tickets App. ISC (2020)
Chaoyun Zhang, Xavier Costa-Pérez, Paul Patras
Tiki-Taka: Attacking and Defending Deep Learning-based Intrusion Detection Systems. CCSW@CCS (2020)
Rui Li, Paul Patras
Max-Min Fair Resource Allocation in Millimetre-Wave Backhauls. IEEE Trans. Mob. Comput. 19 (8) (2020)
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 (2020)
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 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 (2020)
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) (2020)
Chaoyun Zhang, Marco Fiore, Cezary Ziemlicki, Paul Patras
Microscope: mobile service traffic decomposition for network slicing as a service. MobiCom (2020)
Chaoyun Zhang, Marco Fiore, Iain Murray, Paul Patras
CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting. CoRR (2019)
Chaoyun Zhang, Marco Fiore, Paul Patras
Multi-Service Mobile Traffic Forecasting via Convolutional Long Short-Term Memories. M&N (2019)
Marco Cominelli, Paul Patras, Francesco Gringoli
Dead on Arrival: An Empirical Study of The Bluetooth 5.1 Positioning System. CoRR (2019)
Chaoyun Zhang, Paul Patras, Hamed Haddadi
Deep Learning in Mobile and Wireless Networking: A Survey. IEEE Commun. Surv. Tutorials 21 (3) (2019)
Haoyu Liu, Tom Spink, Paul Patras
Uncovering Security Vulnerabilities in the Belkin WeMo Home Automation Ecosystem. PerCom Workshops (2019)
Marco Cominelli, Paul Patras, Francesco Gringoli
Dead on Arrival: An Empirical Study of The Bluetooth 5.1 Positioning System. WiNTECH@MOBICOM (2019)
Chaoyun Zhang, Marco Fiore, Paul Patras
Multi-Service Mobile Traffic Forecasting via Convolutional Long Short-Term Memories. CoRR (2019)
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) (2018)
Chaoyun Zhang, Paul Patras, Hamed Haddadi
Deep Learning in Mobile and Wireless Networking: A Survey. CoRR (2018)
Chaoyun Zhang, Rui Li, Woojin Kim, Daesub Yoon, Paul Patras
Driver Behavior Recognition via Interwoven Deep Convolutional Neural Nets with Multi-stream Inputs. CoRR (2018)
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) (2018)
Francesco Gringoli, Paul Patras, Carlos Donato, Pablo Serrano, Yan Grunenberger
Performance Assessment of Open Software Platforms for 5G Prototyping. IEEE Wirel. Commun. 25 (5) (2018)
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) (2018)
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 (2018)
Francesco Gringoli, Nahla M. Ali, Fabrizio Guerrini, Paul Patras
A Flexible Framework for Debugging IoT Wireless Applications. MetroInd4.0&IoT (2018)
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)
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 (2018)
Nicolò Facchi, Francesco Gringoli, Paul Patras
Maximising the utility of enterprise millimetre-wave networks. Comput. Commun. 119 (2018)
Chaoyun Zhang, Paul Patras
Long-Term Mobile Traffic Forecasting Using Deep Spatio-Temporal Neural Networks. MobiHoc (2018)
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 (2017)
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)
Nicolò Facchi, Francesco Gringoli, Paul Patras
Maximising the Utility of Enterprise Millimetre-Wave Networks. CoRR (2017)
Chaoyun Zhang, Paul Patras
Long-Term Mobile Traffic Forecasting Using Deep Spatio-Temporal Neural Networks. CoRR (2017)
Chaoyun Zhang, Xi Ouyang, Paul Patras
ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network. CoRR (2017)
Nicolò Facchi, Francesco Gringoli, David Malone, Paul Patras
Imola: A decentralised learning-driven protocol for multi-hop White-Fi. Comput. Commun. 105 (2017)
Rui Li, Paul Patras
Max-Min Fair Millimetre-Wave Backhauling. CoRR (2017)
Chaoyun Zhang, Xi Ouyang, Paul Patras
ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network. CoNEXT (2017)
Nicolò Facchi, Francesco Gringoli, David Malone, Paul Patras
When is the right time to transmit in multi-hop White-Fi? WoWMoM (2016)
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 (2016)
Rui Li, Paul Patras
WiHaul: max-min fair wireless backhauling over multi-hop millimetre-wave links. HotWireless@MobiCom (2016)
Paul Patras, Hessan Feghhi, David Malone, Douglas J. Leith
Policing 802.11 MAC Misbehaviours. IEEE Trans. Mob. Comput. 15 (7) (2016)
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)
C. Capretti, Francesco Gringoli, Nicolò Facchi, Paul Patras
LTE/Wi-Fi co-existence under scrutiny: an empirical study. WiNTECH@MobiCom (2016)
Paul Patras, Andres Garcia-Saavedra, David Malone, Douglas J. Leith
Rigorous and Practical Proportional-fair Allocation for Multi-rate Wi-Fi. CoRR (2014)
Paul Patras, Hanghang Qi, David Malone
Mitigating collisions through power-hopping to improve 802.11 performance. Pervasive Mob. Comput. 11 (2014)
David Malone, Hanghang Qi, Dmitri Botvich, Paul Patras
802.11 Buffers: When Bigger Is Not Better? WiFlex (2013)
Paul Patras, Hessan Feghhi, David Malone, Douglas J. Leith
Policing 802.11 MAC Misbehaviour. CoRR (2013)
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) (2013)
Hessan Feghhi, Paul Patras, David Malone
Practical node policing in 802.11WLANs. WOWMOM (2013)
Anastasios Giannoulis, Paul Patras, Edward W. Knightly
Mobile Access of Wide-Spectrum Networks: Design, deployment and experimental evaluation. INFOCOM (2013)
Albert Banchs, Pablo Serrano, Paul Patras, Marek Natkaniec
Providing Throughput and Fairness Guarantees in Virtualized WLANs Through Control Theory. Mob. Networks Appl. 17 (4) (2012)
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)
Paul Patras, Hanghang Qi, David Malone
Exploiting the capture effect to improve WLAN throughput. WOWMOM (2012)
Pablo Serrano, Antonio de la Oliva, Paul Patras, Vincenzo Mancuso, Albert Banchs
Greening wireless communications: Status and future directions. Comput. Commun. 35 (14) (2012)
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) (2012)
Pablo Serrano, Paul Patras, Andrea Mannocci, Vincenzo Mancuso, Albert Banchs
Control Theoretic Optimization of 802.11 WLANs: Implementation and Experimental Evaluation CoRR (2012)
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) (2011)
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)
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) (2010)
Paul Patras, Albert Banchs, Pablo Serrano
A Control Theoretic Approach for Throughput Optimization in IEEE 802.11e EDCA WLANs. Mob. Networks Appl. 14 (6) (2009)