Robust Machine Learning | Trustworthy AI Systems Lab (TAS Lab)https://tas-lab.org/tag/robust-machine-learning/Robust Machine LearningHugo Blox Builder (https://hugoblox.com)en-usSat, 01 Jan 2022 00:00:00 +0000https://tas-lab.org/media/icon_hu_9cf092d4d003c2c7.pngRobust Machine Learninghttps://tas-lab.org/tag/robust-machine-learning/A concealed poisoning attack to reduce deep neural networks' robustness against adversarial sampleshttps://tas-lab.org/publication/2022-concealed-poisoning-attack-robustness/Sat, 01 Jan 2022 00:00:00 +0000https://tas-lab.org/publication/2022-concealed-poisoning-attack-robustness/<p>Representative publication listed on Patrick Chan&rsquo;s faculty profile page.</p>Robustness analysis of classical and fuzzy decision trees under adversarial evasion attackhttps://tas-lab.org/publication/2021-robustness-classical-fuzzy-decision-trees/Fri, 01 Jan 2021 00:00:00 +0000https://tas-lab.org/publication/2021-robustness-classical-fuzzy-decision-trees/<p>Representative publication listed on Patrick Chan&rsquo;s faculty profile page.</p>Transfer learning based countermeasure against label flipping poisoning attackhttps://tas-lab.org/publication/2021-transfer-learning-label-flipping-poisoning-attack/Fri, 01 Jan 2021 00:00:00 +0000https://tas-lab.org/publication/2021-transfer-learning-label-flipping-poisoning-attack/<p>Representative publication listed on Patrick Chan&rsquo;s faculty profile page.</p>