| |
2025 |
Sulthana Shams, Douglas Leith |
Evaluating Impact of User-Cluster Targeted Attacks in Matrix Factorisation Recommenders ACM Transactions on Recommender Systems, 3(2), pp1-34. DOI: https://doi.org/10.1145/3674157 |
| |
2025 |
Vaibhav Gusain, Douglas Leith |
Improving Privacy Benefits of Redaction ESANN, pp1-8 |
| |
2025 |
Shams, Sulthana and Leith, Douglas |
Attack Detection Using Item Vector Shift in Matrix Factorisation Recommenders ACM Transactions on Privacy and Security, 28(2). DOI: http://dx.doi.org/10.1145/3721285 |
| |
2024 |
Mohamed Suliman and Swanand Kadhe and Anisa Halimi and Douglas Leith and Nathalie Baracaldo and Ambrish Rawat |
Data Forging Is Harder Than You Think ICLR Workshop on Privacy Regulation and Protection in Machine Learning, pp1-8 |
| |
2024 |
Mohamed Suliman, Douglas Leith |
Two Models are Better Than One: Federated Learning is Not Private for Google GBoard Next Word Prediction Lecture Notes in Computer Science, pp105-122. DOI: https://doi.org/10.1007/978-3-031-51482-1_6 |
| |
2024 |
Mohamed Suliman, Douglas Leith |
Two Models are Better Than One: Federated Learning is Not Private for Google GBoard Next Word Prediction ESORICS, pp105-122. DOI: https://doi.org/10.1007/978-3-031-51482-1_6 |
| |
2024 |
Vaibhav Gusain, Douglas Leith |
Plausible Deniability of Redacted Text ESORICS, pp1-8 |
| |
2024 |
Dilina Rajapakse, Douglas Leith |
A Good State Estimator Can Yield A Simple Recommender: A Reinforcement Learning Perspective CIKM, pp1-8 |
| |
2023 |
Liu, Haoyu, Patras, Paul, Leith, Douglas J. |
On the data privacy practices of Android OEMs PLOS ONE, 18(1). DOI: http://dx.doi.org/10.1371/journal.pone.0279942 |
| |
2023 |
Leith, Douglas J. |
What Data Do the Google Dialer and Messages Apps on Android Send to Google? Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, pp549-568. DOI: http://dx.doi.org/10.1007/978-3-031-25538-0_29 |
| |
2023 |
Anderson, D. and Iosifidis, G. and Leith, D.J. |
Lazy Lagrangians for Optimistic Learning With Budget Constraints IEEE/ACM Transactions on Networking, pp1-15. DOI: http://dx.doi.org/10.1109/TNET.2022.3222404 |
| |
2023 |
Liu, Haoyu, Leith, Douglas J., Patras, Paul |
Android OS Privacy Under the Loupe -- A Tale from the East WiSec', pp1-8. DOI: https://doi.org/10.1145/3558482.3581775 |
| |
2023 |
Mohamed Suliman, Douglas Leith, Anisa Halimi |
Re-evaluating the Privacy Benefit of Federated Learning ECML-PKDD, pp1-8 |
| |
2023 |
Mhaisen, Naram, Iosifidis, George, Leith, Douglas |
Online Caching with no Regret: Optimistic Learning via Recommendations IEEE Transactions on Mobile Computing, pp1-17. DOI: https://doi.org/10.1109/tmc.2023.3317943 |
| |
2023 |
Gusain, Vaibhav, Leith, Douglas |
Towards Quantifying the Privacy of Redacted Text Lecture Notes in Computer Science, pp423-429. DOI: https://doi.org/10.1007/978-3-031-28238-6_32 |
| |
2023 |
Rajapakse, Dilina Chandika, Leith, Douglas |
User Cold-Start Learning In Recommender Systems Using Monte Carlo Tree Search ACM Transactions on Recommender Systems. DOI: https://doi.org/10.1145/3618002 |
| |
2023 |
Vaibhav Gusain and Douglas J. Leith |
Towards Quantifying The Privacy Of Redacted Text ECIR, pp1-8. DOI: https://doi.org/10.1007/978-3-031-28238-6_32 |
| |
2022 |
Suliman, Mohamed, Leith, Douglas J. |
Gradient Information from Google GBoard NWP LSTM is Sufficient to Reconstruct Words Typed 2022 Cyber Research Conference - Ireland (Cyber-RCI). DOI: http://dx.doi.org/10.1109/cyber-rci55324.2022.10032666 |
| |
2022 |
David Young, Douglas Leith |
High Accuracy and Low Regret for User-Cold-Start Using Latent Bandits ESANN 2022 proceedings. DOI: http://dx.doi.org/10.14428/esann/2022.es2022-79 |
| |
2022 |
Mhaisen, N. and Iosifidis, G. and Leith, D. |
Online Caching with Optimistic Learning 2022 IFIP Networking Conference, IFIP Networking 2022. DOI: http://dx.doi.org/10.23919/IFIPNetworking55013.2022.9829806 |
| |
2022 |
Shams, Sulthana, Leith, Douglas J. |
Improving Resistance of Matrix Factorization Recommenders To Data Poisoning Attacks 2022 Cyber Research Conference - Ireland (Cyber-RCI). DOI: http://dx.doi.org/10.1109/cyber-rci55324.2022.10032671 |
| |
2022 |
Douglad Leith and George Iosifidis |
Penalised FTRL With Time-Varying Constraints European Conference on Machine Learning |
| |
2022 |
Galanopoulos, A. and Iosifidis, G. and Salonidis, T. and Leith, D.J. |
Selective Edge Computing for Mobile Analytics IEEE Transactions on Network and Service Management, pp1-1. DOI: http://dx.doi.org/10.1109/TNSM.2022.3174776 |
| |
2022 |
Dilina Chandika Rajapakse, Douglas Leith |
Fast and Accurate User Cold-Start Learning Using Monte Carlo Tree Search Sixteenth ACM Conference on Recommender Systems. DOI: http://dx.doi.org/10.1145/3523227.3546786 |
| |
2022 |
Anderson, D., Iosifidis, G., Leith, D.J. |
Lazy Lagrangians with Predictions for Online Learning arXiv |
| |
2021 |
Hassani, Hamid, Gringoli, Francesco, Leith, Douglas J. |
Quick & plenty: Achieving low delay & high rate in 802.11ac edge networks Computer Networks, 187, pp107820. DOI: http://dx.doi.org/10.1016/j.comnet.2021.107820 |
| |
2021 |
Francesco Gringoli and Douglas J. Leith |
Low-delay high-rate operation of 802.11ac WLAN downlink: Nonlinear controller analysis & design Computer Networks, 197, pp108325. DOI: http://dx.doi.org/10.1016/j.comnet.2021.108325 |
| |
2021 |
Francesco Gringoli and Douglas J. Leith |
Low-Delay Proportional Fair Rate Allocation For 802.11ac WLAN Downlink 2021 IEEE International Conference on Communications Workshops (ICC Workshops). DOI: http://dx.doi.org/10.1109/iccworkshops50388.2021.9473853 |
| |
2021 |
Douglas J. Leith |
Web Browser Privacy: What Do Browsers Say When They Phone Home? IEEE Access, pp1--1. DOI: http://dx.doi.org/10.1109/access.2021.3065243 |
| |
2021 |
Douglas J. Leith, Stephen Farrell |
Contact Tracing App Privacy: What Data Is Shared By Europe¿s GAEN Contact Tracing Apps IEEE INFOCOM 2021 - IEEE Conference on Computer Communications. DOI: http://dx.doi.org/10.1109/infocom42981.2021.9488728 |
| |
2021 |
Leith, Douglas J., Farrell, Stephen |
Measurement-based evaluation of Google/Apple Exposure Notification API for proximity detection in a commuter bus PLOS ONE, 16(4). DOI: http://dx.doi.org/10.1371/journal.pone.0250826 |
| |
2021 |
Douglas J. Leith |
Mobile Handset Privacy: Measuring the Data iOS and Android Send to Apple and Google Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, pp231--251. DOI: http://dx.doi.org/10.1007/978-3-030-90022-9_12 |
| |
2021 |
Alessandro Checco, Lorenzo Bracciale, Douglas J. Leith, Giuseppe Bianchi |
OpenNym : Privacy preserving recommending via pseudonymous group authentication SECURITY AND PRIVACY. DOI: http://dx.doi.org/10.1002/spy2.201 |
| |
2021 |
Sulthana Shams, Daron Anderson, Douglas Leith |
Cluster-Based Bandits: Fast Cold-Start for Recommender System New Users Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. DOI: http://dx.doi.org/10.1145/3404835.3463033 |
| |
2021 |
Kariem Fahmi, Douglas Leith |
Smart replication for seamless and efficient real time communication in underground railway train 2021 International Conference on Computer Communications and Networks (ICCCN). DOI: http://dx.doi.org/10.1109/icccn52240.2021.9522347 |
| |
2021 |
Kariem Fahmi and Douglas Leith and Stepan Kucera and Holger Claussen |
BOOST: Transport-Layer Multi-Connectivity Solution for Multi-Wan Routers 2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet). DOI: http://dx.doi.org/10.1109/medcomnet52149.2021.9501281 |
| |
2021 |
Apostolos Galanopoulos, Jose A. Ayala-Romero, Douglas J. Leith, George Iosifidis |
AutoML for Video Analytics with Edge Computing INFOCOM. DOI: http://dx.doi.org/10.1109/infocom42981.2021.9488704 |
| |
2021 |
Fahmi, Kariem, Leith, Douglas |
Smart replication for seamless and efficient real time communication in underground railway train 2021 International Conference on Computer Communications and Networks (ICCCN). DOI: http://dx.doi.org/10.1109/icccn52240.2021.9522347 |
| |
2021 |
Kariem Fahmi and Douglas Leith and Stepan Kucera and Holger Claussen |
Understanding MPTCP in Multi-WAN Routers: Measurements and System Design 2021 IEEE 46th Conference on Local Computer Networks (LCN). DOI: http://dx.doi.org/10.1109/lcn52139.2021.9524976 |
| |
2021 |
Francesco Gringoli, Douglas J. Leith |
Modelling Downlink Aggregation in Paced WLANs Proceedings of the 19th ACM International Symposium on Mobility Management and Wireless Access. DOI: http://dx.doi.org/10.1145/3479241.3486697 |
| |
2021 |
Douglas J. Leith, Stephen Farrell |
Google/Apple Exposure Notification Due Diligence Proceedings 2021 Innovative Secure IT Technologies against COVID-19 Workshop. DOI: http://dx.doi.org/10.14722/coronadef.2021.23005 |
| |
2021 |
Gringoli, F., Leith, D.J. |
Modelling downlink packet aggregation in paced 802.11ac WLANs arXiv |
| |
2021 |
Anderson, D., Leith, D. |
Online Lazy Gradient Descent is Universal on Strongly Convex Domains Advances in Neural Information Processing Systems, 8, pp5874-5884 |
| |
2020 |
Fahmi, Kariem, Leith, Douglas J., Kucera, Stepan, Claussen, Holger |
SOS: Stochastic Object-aware Scheduler for low delay communication over multiple wireless paths ICC. DOI: http://dx.doi.org/10.1109/icc40277.2020.9149156 |
| |
2020 |
Galanopoulos, Apostolos, Ayala-Romero, Jose A., Iosifidis, George, Leith, Douglas J. |
Bayesian Online Learning for MEC Object Recognition Systems GLOBECOM, pp1-6. DOI: http://dx.doi.org/10.1109/globecom42002.2020.9322146 |
| |
2020 |
Douglas J. Leith, Stephen Farrell |
Coronavirus contact tracing ACM SIGCOMM Computer Communication Review, 50(4), pp66--74. DOI: http://dx.doi.org/10.1145/3431832.3431840 |
| |
2020 |
Leith, Douglas J., Farrell, Stephen |
Measurement-based evaluation of Google/Apple Exposure Notification API for proximity detection in a light-rail tram PLOS ONE, 15(9). DOI: http://dx.doi.org/10.1371/journal.pone.0239943 |
| |
2020 |
Galanopoulos, Apostolos, Valls, Victor, Leith, Douglas J., Iosifidis, George |
Dynamic Scheduling for IoT Analytics at the Edge IEEE 21st International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM). DOI: http://dx.doi.org/10.1109/wowmom49955.2020.00036 |
| |
2020 |
Galanopoulos, Apostolos, Valls, Victor, Iosifidis, George, Leith, Douglas J. |
Measurement-driven Analysis of an Edge-Assisted Object Recognition System ICC. DOI: http://dx.doi.org/10.1109/icc40277.2020.9149069 |
| |
2020 |
Galanopoulos, Apostolos, Tasiopoulos, Argyrios G., Iosifidis, George, Salonidis, Theodoros, Leith, Douglas J. |
Improving IoT Analytics through Selective Edge Execution ICC. DOI: http://dx.doi.org/10.1109/icc40277.2020.9148811 |
