Publications | Trustworthy AI Systems Lab (TAS Lab)https://tas-lab.org/publication/PublicationsHugo Blox Builder (https://hugoblox.com)en-usSat, 01 Jan 2022 00:00:00 +0000https://tas-lab.org/media/icon_hu_ec961d71fd4b62b8.pngPublicationshttps://tas-lab.org/publication/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>Progressive editing with stacked Generative Adversarial Network for multiple facial attribute editinghttps://tas-lab.org/publication/2022-progressive-editing-stacked-gan-facial-attribute-editing/Sat, 01 Jan 2022 00:00:00 +0000https://tas-lab.org/publication/2022-progressive-editing-stacked-gan-facial-attribute-editing/<p>Representative publication listed on Patrick Chan&rsquo;s faculty profile page.</p>Unsupervised Domain Adaptation for Gesture Identification against Electrode Shifthttps://tas-lab.org/publication/2022-unsupervised-domain-adaptation-gesture-identification/Sat, 01 Jan 2022 00:00:00 +0000https://tas-lab.org/publication/2022-unsupervised-domain-adaptation-gesture-identification/<p>Representative publication listed on Patrick Chan&rsquo;s faculty profile page.</p>Class-Specific Affinity based Weakly Supervised Semantic Segmentation with Neutral Region Explorationhttps://tas-lab.org/publication/2021-class-specific-affinity-semantic-segmentation/Fri, 01 Jan 2021 00:00:00 +0000https://tas-lab.org/publication/2021-class-specific-affinity-semantic-segmentation/<p>Representative publication listed on Patrick Chan&rsquo;s faculty profile page.</p>Distribution-based Adversarial Filter Feature Selection against Evasion Attackhttps://tas-lab.org/publication/2021-distribution-based-adversarial-filter-feature-selection/Fri, 01 Jan 2021 00:00:00 +0000https://tas-lab.org/publication/2021-distribution-based-adversarial-filter-feature-selection/<p>Representative publication listed on Patrick Chan&rsquo;s faculty profile page.</p>Dynamic fusion for ensemble of deep Q-networkhttps://tas-lab.org/publication/2021-dynamic-fusion-ensemble-deep-q-network/Fri, 01 Jan 2021 00:00:00 +0000https://tas-lab.org/publication/2021-dynamic-fusion-ensemble-deep-q-network/<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>Weakly Supervised Semantic Segmentation with Patch-Based Metric Learning Enhancementhttps://tas-lab.org/publication/2021-weakly-supervised-semantic-segmentation-patch-based-metric-learning-enhancement/Fri, 01 Jan 2021 00:00:00 +0000https://tas-lab.org/publication/2021-weakly-supervised-semantic-segmentation-patch-based-metric-learning-enhancement/<p>Representative publication listed on Patrick Chan&rsquo;s faculty profile page.</p>