Prof Doug Leith

School of Computer Science & Statistics

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Publications

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  2025 Sulthana Shams, Douglas Leith Attack Detection Using Item Vector Shift in Matrix Factorisation Recommenders ACM Transactions on Privacy and Security. DOI: 10.1145/3721285 [bibtex]
  2024 Sulthana Shams, Douglas Leith Evaluating Impact of User-Cluster Targeted Attacks in Matrix Factorisation Recommenders ACM Trans Recommender Systems, 3(2), pp1 - 34. DOI: 10.1145/3674157 [bibtex]
  2022 Sulthana Shams, Douglas Leith Improving Resistance of Matrix Factorization Recommenders To Data Poisoning Attacks Proc Cyber-RCI 2022 [bibtex]
  2021 Sulthana Shams, Daron Anderson, Douglas Leith Cluster-Based Bandits: Fast Cold-Start for Recommender System New Users Proc SIGIR [bibtex]
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