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cs.LG2022★ 2 cited
On the Robustness of Dataset Inference
Sebastian Szyller, Rui Zhang, Jian Liu +1
Machine learning (ML) models are costly to train as they can require a significant amount of data, computational resources and technical expertise. Thus, they constitute valuable i…
cs.LG2022
Conflicting Interactions Among Protection Mechanisms for Machine Learning Models
Sebastian Szyller, N. Asokan
Nowadays, systems based on machine learning (ML) are widely used in different domains. Given their popularity, ML models have become targets for various attacks. As a result, resea…