Browsing by Author "Peck, Jonathan"
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Publication An Introduction to Adversarially Robust Deep Learning
Journal article2024, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, (46) 4, p.2071-2090Publication Calibrated Multi-probabilistic Prediction as a Defense Against Adversarial Attacks
Proceedings paper2020, Artificial Intelligence and Machine Learning , BNAIC 2019, BENELEARN 2019, 2019-11-06, p.85-125Publication Detecting adversarial examples with inductive Venn-ABERS predictors
Proceedings paper2019, 27th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2019), 24/04/2019, p.143-148Publication Lower bounds on the robustness to adversarial perturbations
Proceedings paper2017, 31st Conference on Neural Information Processing Systems - NIPS, 4/12/2017, p.804-813Publication Regional image perturbation reduces Lp norms of adversarial examples while maintaining model-to-model transferability
Proceedings paper2020, The 37th International Conference on Machine Learning (ICML 2020), 12/07/2020, p.1-9