ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial AttacksComputer Science Symposium in Russia (CSR), 2025 |
Targeted Adversarial Attacks on Wind Power ForecastsMachine-mediated learning (ML), 2023 |
Understanding the Vulnerability of Skeleton-based Human Activity
Recognition via Black-box AttackPattern Recognition (Pattern Recogn.), 2022 |
Towards an Awareness of Time Series Anomaly Detection Models'
Adversarial VulnerabilityInternational Conference on Information and Knowledge Management (CIKM), 2022 |
Robust Multivariate Time-Series Forecasting: Adversarial Attacks and
Defense MechanismsInternational Conference on Learning Representations (ICLR), 2022 |
Optimism in the Face of Adversity: Understanding and Improving Deep
Learning through Adversarial RobustnessProceedings of the IEEE (Proc. IEEE), 2020 |
Benchmarking adversarial attacks and defenses for time-series dataInternational Conference on Neural Information Processing (ICONIP), 2020 |