Robustness | Trustworthy AI Systems Lab (TAS Lab)https://tas-lab.org/tag/robustness/RobustnessHugo Blox Builder (https://hugoblox.com)en-usWed, 01 Jan 2025 00:00:00 +0000https://tas-lab.org/media/icon_hu_9cf092d4d003c2c7.pngRobustnesshttps://tas-lab.org/tag/robustness/Balancing Realism and Attack Efficacy: Adversarial Texture Generation From Authentic Clothing Patternshttps://tas-lab.org/publication/2025-balancing-realism-and-attack-efficacy-adversarial-texture-generation-from-authen/Wed, 01 Jan 2025 00:00:00 +0000https://tas-lab.org/publication/2025-balancing-realism-and-attack-efficacy-adversarial-texture-generation-from-authen/Band-Aid Backdoor: A Dual-Branch Framework for Physical Backdoor Attacks on Face Recognition Systemshttps://tas-lab.org/publication/2025-band-aid-backdoor-a-dual-branch-framework-for-physical-backdoor-attacks-on-face/Wed, 01 Jan 2025 00:00:00 +0000https://tas-lab.org/publication/2025-band-aid-backdoor-a-dual-branch-framework-for-physical-backdoor-attacks-on-face/Pruning Backdoors via Inducive Trigger-Based Detectionhttps://tas-lab.org/publication/2025-pruning-backdoors-via-inducive-trigger-based-detection/Wed, 01 Jan 2025 00:00:00 +0000https://tas-lab.org/publication/2025-pruning-backdoors-via-inducive-trigger-based-detection/Multiple-Model Based Defense for Deep Reinforcement Learning Against Adversarial Attackhttps://tas-lab.org/publication/2021-multiple-model-based-defense-for-deep-reinforcement-learning-against-adversarial/Fri, 01 Jan 2021 00:00:00 +0000https://tas-lab.org/publication/2021-multiple-model-based-defense-for-deep-reinforcement-learning-against-adversarial/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/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/Sensitivity Based Robust Learning With Sampling In Adversarial Environmenthttps://tas-lab.org/publication/2020-sensitivity-based-robust-learning-with-sampling-in-adversarial-environment/Wed, 01 Jan 2020 00:00:00 +0000https://tas-lab.org/publication/2020-sensitivity-based-robust-learning-with-sampling-in-adversarial-environment/Improving robustness of stacked auto-encoder against evasion attack based on weight evennesshttps://tas-lab.org/publication/2017-improving-robustness-of-stacked-auto-encoder-against-evasion-attack-based-on-wei/Sun, 01 Jan 2017 00:00:00 +0000https://tas-lab.org/publication/2017-improving-robustness-of-stacked-auto-encoder-against-evasion-attack-based-on-wei/Sensitivity based robust learning for stacked autoencoder against evasion attackhttps://tas-lab.org/publication/2017-sensitivity-based-robust-learning-for-stacked-autoencoder-against-evasion-attack/Sun, 01 Jan 2017 00:00:00 +0000https://tas-lab.org/publication/2017-sensitivity-based-robust-learning-for-stacked-autoencoder-against-evasion-attack/Improving robustness against electrode shift of sEMG based hand gesture recognition using online semi-supervised learninghttps://tas-lab.org/publication/2016-improving-robustness-against-electrode-shift-of-semg-based-hand-gesture-recognit/Fri, 01 Jan 2016 00:00:00 +0000https://tas-lab.org/publication/2016-improving-robustness-against-electrode-shift-of-semg-based-hand-gesture-recognit/Multiple classifier system with sensitivity based dynamic weighting fusion for hand gesture recognitionhttps://tas-lab.org/publication/2016-multiple-classifier-system-with-sensitivity-based-dynamic-weighting-fusion-for-h/Fri, 01 Jan 2016 00:00:00 +0000https://tas-lab.org/publication/2016-multiple-classifier-system-with-sensitivity-based-dynamic-weighting-fusion-for-h/