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Benjamin I. P. Rubinstein

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It's Simplex! Disaggregating Measures to Improve Certified Robustness

Sep 20, 2023
Andrew C. Cullen, Paul Montague, Shijie Liu, Sarah M. Erfani, Benjamin I. P. Rubinstein

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Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks

Aug 15, 2023
Shijie Liu, Andrew C. Cullen, Paul Montague, Sarah M. Erfani, Benjamin I. P. Rubinstein

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Exploiting Certified Defences to Attack Randomised Smoothing

Feb 09, 2023
Andrew C. Cullen, Paul Montague, Shijie Liu, Sarah M. Erfani, Benjamin I. P. Rubinstein

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Certified Robustness of Learning-based Static Malware Detectors

Jan 31, 2023
Zhuoqun Huang, Neil G. Marchant, Keane Lucas, Lujo Bauer, Olga Ohrimenko, Benjamin I. P. Rubinstein

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Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity

Oct 12, 2022
Andrew C. Cullen, Paul Montague, Shijie Liu, Sarah M. Erfani, Benjamin I. P. Rubinstein

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Unlabelled Sample Compression Schemes for Intersection-Closed Classes and Extremal Classes

Oct 11, 2022
J. Hyam Rubinstein, Benjamin I. P. Rubinstein

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Testing the Robustness of Learned Index Structures

Jul 23, 2022
Matthias Bachfischer, Renata Borovica-Gajic, Benjamin I. P. Rubinstein

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State Selection Algorithms and Their Impact on The Performance of Stateful Network Protocol Fuzzing

Jan 07, 2022
Dongge Liu, Van-Thuan Pham, Gidon Ernst, Toby Murray, Benjamin I. P. Rubinstein

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Local Intrinsic Dimensionality Signals Adversarial Perturbations

Sep 24, 2021
Sandamal Weerasinghe, Tansu Alpcan, Sarah M. Erfani, Christopher Leckie, Benjamin I. P. Rubinstein

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