On the Fly Neural Style Smoothing for Risk-Averse Domain GeneralizationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 |
Wild Patterns Reloaded: A Survey of Machine Learning Security against
Training Data PoisoningACM Computing Surveys (ACM CSUR), 2022 Antonio Emanuele Cinà Kathrin Grosse Ambra Demontis Sebastiano Vascon Werner Zellinger Bernhard A. Moser Alina Oprea Battista Biggio Marcello Pelillo Fabio Roli |
Understanding the Limits of Unsupervised Domain Adaptation via Data
PoisoningNeural Information Processing Systems (NeurIPS), 2021 |
Accumulative Poisoning Attacks on Real-time DataNeural Information Processing Systems (NeurIPS), 2021 |
SoK: Certified Robustness for Deep Neural NetworksIEEE Symposium on Security and Privacy (IEEE S&P), 2020 |
Penalty Method for Inversion-Free Deep Bilevel OptimizationAsian Conference on Machine Learning (ACML), 2019 |