Training | Trustworthy AI Systems Lab (TAS Lab)https://tas-lab.org/tag/training/TrainingHugo Blox Builder (https://hugoblox.com)en-usThu, 01 Jan 2026 00:00:00 +0000https://tas-lab.org/media/icon_hu_9cf092d4d003c2c7.pngTraininghttps://tas-lab.org/tag/training/Backdoor Sample Detection through Progressive Perturbation and Loss Trajectory Analysishttps://tas-lab.org/publication/2026-backdoor-sample-detection-through-progressive-perturbation-and-loss-trajectory-a/Thu, 01 Jan 2026 00:00:00 +0000https://tas-lab.org/publication/2026-backdoor-sample-detection-through-progressive-perturbation-and-loss-trajectory-a/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/LFPD: Local-Feature-Powered Defense Against Adaptive Backdoor Attackshttps://tas-lab.org/publication/2024-lfpd-local-feature-powered-defense-against-adaptive-backdoor-attacks/Mon, 01 Jan 2024 00:00:00 +0000https://tas-lab.org/publication/2024-lfpd-local-feature-powered-defense-against-adaptive-backdoor-attacks/Skeleton Based Hand Missing Score Evaluation Systemhttps://tas-lab.org/publication/2023-skeleton-based-hand-missing-score-evaluation-system/Sun, 01 Jan 2023 00:00:00 +0000https://tas-lab.org/publication/2023-skeleton-based-hand-missing-score-evaluation-system/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/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/Segmentation Based Backdoor Attack Detectionhttps://tas-lab.org/publication/2020-segmentation-based-backdoor-attack-detection/Wed, 01 Jan 2020 00:00:00 +0000https://tas-lab.org/publication/2020-segmentation-based-backdoor-attack-detection/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/Example-Guided Identify Preserving Face Synthesis by Metric Learninghttps://tas-lab.org/publication/2019-example-guided-identify-preserving-face-synthesis-by-metric-learning/Tue, 01 Jan 2019 00:00:00 +0000https://tas-lab.org/publication/2019-example-guided-identify-preserving-face-synthesis-by-metric-learning/Experimental study on stacked autoencoder on insufficient training sampleshttps://tas-lab.org/publication/2017-experimental-study-on-stacked-autoencoder-on-insufficient-training-samples/Sun, 01 Jan 2017 00:00:00 +0000https://tas-lab.org/publication/2017-experimental-study-on-stacked-autoencoder-on-insufficient-training-samples/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/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/Synthetic Data Generator for Classification Rules Learninghttps://tas-lab.org/publication/2016-synthetic-data-generator-for-classification-rules-learning/Fri, 01 Jan 2016 00:00:00 +0000https://tas-lab.org/publication/2016-synthetic-data-generator-for-classification-rules-learning/