SoK: Unintended Interactions among Machine Learning Defenses and Risks

Author:

Duddu Vasisht1,Szyller Sebastian2,Asokan N.1

Affiliation:

1. University of Waterloo

2. Intel Labs

Funder

Government of Ontario

Publisher

IEEE

Reference211 articles.

1. Leveraging algorithmic fairness to mitigate blackbox attribute inference attacks;Aalmoes,2022

2. Deep Learning with Differential Privacy

3. Turning your weakness into a strength: Watermarking deep neural networks by backdooring;Adi;USENIX Security,2018

4. A reductions approach to fair classification;Agarwal;ICML,2018

5. Model extraction from counterfactual explanations;Aïvodji,2020

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