Research output per year
Research output per year
- 37 results
Search results
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2025
Pontus: A memory-efficient and high-accuracy approach for persistence-based item lookup in high-velocity data streams
Li, W., Li, Z., Bütün, B., Diallo, A., Fiore, M. & Patras, P., 22 Apr 2025, WWW '25: Proceedings of the ACM on Web Conference 2025. New York, NY, United States: Association for Computing Machinery (ACM), p. 1783-1794 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2024
Sabre: Cutting through Adversarial Noise with Adaptive Spectral Filtering and Input Reconstruction
Diallo, A. & Patras, P., 5 Sept 2024, 45th IEEE Symposium on Security and Privacy. Institute of Electrical and Electronics Engineers, p. 2901-2919 19 p. (IEEE Symposium on Security and Privacy).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Stable-Sketch: A versatile sketch for accurate, fast, Web-scale data stream processing
Li, W. & Patras, P., 13 May 2024, WWW '24: Proceedings of the ACM Web Conference 2024. Lee, R.K.-W. (ed.). New York, NY, United States: Association for Computing Machinery (ACM), p. 4227-4238 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2023
Amoeba: Circumventing ML-supported network censorship via adversarial reinforcement learning
Liu, H., Diallo, A. F. & Patras, P., 28 Nov 2023, Proceedings of the ACM on Networking. CoNEXT3 ed. ACM, Vol. 1. p. 1-25 25 p. 9. (The Proceedings of the ACM on Networking).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Tight-sketch: A high-performance sketch for heavy item-oriented data stream mining with limited memory size
Li, W. & Patras, P., 21 Oct 2023, CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. ACM Association for Computing Machinery, p. 1328–1337 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Android OS Privacy Under the Loupe -- A Tale from the East
Liu, H., Leith, D. J. & Patras, P., 28 Jun 2023, Proceedings of the 16th ACM Conference on Security and Privacy in Wireless and Mobile Networks. ACM Association for Computing Machinery, p. 31-42 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2022
Spider: Deep Learning-driven Sparse Mobile Traffic Measurement Collection and Reconstruction
Fang, Y., Diallo, A., Zhang, C. & Patras, P., 2 Feb 2022, IEEE Global Communications Conference (GLOBECOM). Institute of Electrical and Electronics Engineers, 6 p. (IEEE Conference and Exhibition on Global Telecommunications (GLOBECOM)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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An Experimental Evaluation of MQTT Authentication and Authorization in IoT
Michaelides, M., Sengul, C. & Patras, P., 31 Jan 2022, Proceedings of the 15th ACM Workshop on Wireless Network Testbeds, Experimental evaluation & CHaracterization. ACM Association for Computing Machinery, p. 69-76Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2021
Deep Reinforcement Learning-Based Beam Training for Spatially Consistent Millimeter Wave Channels
Narengerile, Thompson, J., Patras, P. & Ratnarajah, T., 13 Sept 2021, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC). Institute of Electrical and Electronics Engineers, p. 579-584Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Adaptive Clustering-based Malicious Traffic Classification at the Network Edge
Diallo, A. F. & Patras, P., 26 Jul 2021, IEEE INFOCOM 2021 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers, 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting
Zhang, C., Fiore, M., Murray, I. & Patras, P., 18 May 2021, The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21). AAAI Press, p. 10851 - 10858 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 12).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2020
Tiki-Taka: Attacking and Defending Deep Learning-based Intrusion Detection Systems
Zhang, C., Costa-Perez, X. & Patras, P., 9 Nov 2020, Proceedings of the 2020 ACM SIGSAC Conference on Cloud Computing Security Workshop. ACM Association for Computing Machinery, p. 27-39 13 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Microscope: Mobile Service Traffic Decomposition for Network Slicing as a Service
Zhang, C., Fiore, M., Ziemlicki, C. & Patras, P., 21 Sept 2020, Proceedings of the 26th Annual International Conference on Mobile Computing and Networking. ACM, p. 503-516 14 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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One GPU to Snoop Them All: a Full-Band Bluetooth Low Energy Sniffer
Cominelli, M., Patras, P. & Gringoli, F., 10 Sept 2020, 2020 Mediterranean Communication and Computer Networking Conference (MedComNet). Institute of Electrical and Electronics Engineers, p. 1-4 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Even Black Cats Cannot Stay Hidden in the Dark: Full-band De-anonymization of Bluetooth Classic Devices
Cominelli, M., Gringoli, F., Lind, M., Patras, P. & Noubir, G., 30 Jul 2020, 2020 IEEE Symposium on Security and Privacy (SP). San Francisco, CA, USA: Institute of Electrical and Electronics Engineers, p. 534-548 15 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2019
Dead on Arrival: An Empirical Study of The Bluetooth 5.1 Positioning System
Cominelli, M., Patras, P. & Gringoli, F., 31 Oct 2019, 13th International Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization (WiNTECH’19): October 25, 2019, Los Cabos, Mexico. ACM, p. 13-20 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Multi-Service Mobile Traffic Forecasting via Convolutional Long Short-Term Memories
Zhang, C., Fiore, M. & Patras, P., 19 Aug 2019, 2019 IEEE International Workshop on Measurement and Networking (M&N). Institute of Electrical and Electronics Engineers, p. 1-6 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Uncovering Security Vulnerabilities in the Belkin WeMo Home Automation Ecosystem
Liu, H., Spink, T. & Patras, P., 6 Jun 2019, Proceedings of the Third International Workshop on Security, Privacy, and Trust in the Internet-of-Things. Kyoto, Japan: Institute of Electrical and Electronics Engineers, p. 894-899 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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DELMU: A Deep Learning Approach to Maximising the Utility of Virtualised Millimetre-Wave Backhauls
Li, R., Zhang, C., Cao, P., Patras, P. & Thompson, J., 10 May 2019, Proceedings of the International Conference on Machine Learning for Networking (MLN'2018). Paris, France: Springer, p. 146-165 9 p. (Lecture Notes in Computer Science; vol. 11407).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Learning Driven Mobility Control of Airborne Base Stations in Emergency Networks
Li, R., Zhang, C., Patras, P., Stanica, R. & Valois, F., 25 Jan 2019, Workshop on AI in Networks (PERFORMANCE 2018) WAIN 2018. Hedge, N. (ed.). Toulouse, France: ACM, p. 163-166 4 p. (ACM SIGMETRICS Performance Evaluation Review; vol. 46, no. 3).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2018
A Flexible Framework for Debugging IoT Wireless Applications
Gringoli, F., Ali, N., Guerrini, F. & Patras, P., 9 Aug 2018, Proceedings for the IEEE International Workshop on Metrology for Industry 4.0 & IoT. Brescia, Italy: Institute of Electrical and Electronics Engineers, p. 230-235 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Long-Term Mobile Traffic Forecasting Using Deep Spatio-Temporal Neural Networks
Zhang, C. & Patras, P., 26 Jun 2018, The Nineteenth International Symposium on Mobile Ad Hoc Networking and Computing (ACM MobiHoc 2018). Los Angeles, CA, USA: ACM, p. 231-240 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2017
ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network
Zhang, C., Ouyang, X. & Patras, P., 28 Nov 2017, ACM CoNEXT 2017. ACM, p. 363-375 13 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Breaking Fitness Records without Moving: Reverse Engineering and Spoofing Fitbit
Fereidooni, H., Classen, J., Spink, T., Patras, P., Miettinen, M., Sadeghi, A.-R., Hollick, M. & Conti, M., 2017, Research in Attacks, Intrusions, and Defenses (RAID 2017). Springer, p. 48-69 22 p. (Lecture Notes in Computer Science; vol. 10453).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2016
WiHaul: Max-Min Fair Wireless Backhauling over Multi-Hop Millimetre-Wave Links
Li, R. & Patras, P., 7 Oct 2016, Proceedings of 3rd ACM Workshop on Hot Topics in Wireless (HotWireless). New York City, NY, USA: ACM, p. 56-60 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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LTE/Wi-Fi Co-existence under Scrutiny: An Empirical Study
Capretti, C., Gringoli, F., Facchi, N. & Patras, P., 3 Oct 2016, WiNTECH '16 Proceedings of the Tenth ACM International Workshop on Wireless Network Testbeds, Experimental Evaluation, and Characterization. New York City, NY, USA: ACM, p. 33-40 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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When Is the Right Time to Transmit in Multi-hop White-Fi?
Facchi, N., Gringoli, F., Malone, D. & Patras, P., 28 Jul 2016, 2016 IEEE 17th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM). Coimbra, Portugal: Institute of Electrical and Electronics Engineers, 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Learning from Experience: Efficient Decentralized Scheduling for 60GHz Mesh Networks
Sim, G. H., Li, R., Cano, C., Malone, D., Patras, P. & Widmer, W., 2016, Proceedings of IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM). Lisbon, Portugal, 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2013
Practical Node Policing in 802.11 WLANs
Feghhi, H., Patras, P. & Malone, D., 1 Jun 2013, World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2013 IEEE 14th International Symposium and Workshops on a. Madrid, Spain: Institute of Electrical and Electronics Engineers, p. 1-3 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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802.11 Buffers: When Bigger Is Not Better?
Malone, D., Qi, H., Botvich, D. & Patras, P., 2013, Wireless Access Flexibility: First International Workshop, WiFlex 2013, Kaliningrad, Russia, September 4-6, 2013. Proceedings. Bianchi, G., Lyakhov, A. & Khorov, E. (eds.). Springer, Vol. 8072. p. 37-48 12 p. (Lecture Notes in Computer Science; vol. 8072).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Mobile Access of Wide-Spectrum Networks: Design, Deployment and Experimental Evaluation
Giannoulis, A., Patras, P. & Knightly, E., 2013, INFOCOM, 2013 Proceedings IEEE . p. 1708 - 1716 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2012
A Modular, Flexible and Virtualizable Framework for IEEE 802.11
Salvador, P., Paris, S., Pisa, C., Patras, P., Grunenberger, Y., Perez-Costa, X. & Gozdecki, J., 1 Jul 2012, Future Network & Mobile Summit (FutureNetw), 2012. Berlin, Germany: Institute of Electrical and Electronics Engineers, 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Exploiting the Capture Effect to Improve WLAN Throughput
Patras, P., Qi, H. & Malone, D., 1 Jun 2012, World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2012 IEEE International Symposium on a. San Francisco, USA: Institute of Electrical and Electronics Engineers, p. 1-9 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2011
On the Scalability of Carrier-grade Mesh Network Architectures
Lessmann, J., de la Oliva, A., Sengul, C., Garcia, A., Kretschmer, M., Murphy, S. & Patras, P., 1 Jun 2011, Future Network & Mobile Summit (FutureNetw), 2011. Warsaw, Poland, 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2009
A MAC Layer Abstraction for Heterogeneous Carrier Grade Mesh Networks
Serrano, P., Patras, P., Perez-Costa, X., Gloss, B. & Chieng, D., 1 Jun 2009, Proceedings of ICT Mobile Summit 2009. Santander, Spain, 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Control Theoretic Framework for Performance Optimization of IEEE 802.11 Networks
Patras, P., Banchs, A. & Serrano, P., 1 Apr 2009, INFOCOM Workshops 2009, IEEE. Rio de Janeiro, Brazil: Institute of Electrical and Electronics Engineers, p. 1-2 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2006
The Management Infrastructure of a Network Measurement System for QoS Parameters
Bikfalvi, A., Patras, P., Vancea, C. M. & Dobrota, V., 1 Oct 2006, Software in Telecommunications and Computer Networks, 2006. SoftCOM 2006. International Conference on. Split-Dubrovnik, Croatia, p. 242-246 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution