Protecting artificial intelligence IPs: a survey of watermarking and fingerprinting for machine learning

Author:

Regazzoni Francesco12ORCID,Palmieri Paolo3ORCID,Smailbegovic Fethulah4,Cammarota Rosario5,Polian Ilia6

Affiliation:

1. University of Amsterdam Amsterdam The Netherlands

2. ALaRI – USI Lugano Switzerland

3. University College Cork Cork Ireland

4. Delft University of Technology The Netherlands

5. Intel Labs San Diego USA

6. University of Stuttgart Stuttgart Germany

Publisher

Institution of Engineering and Technology (IET)

Subject

Artificial Intelligence,Computer Networks and Communications,Computer Vision and Pattern Recognition,Human-Computer Interaction,Information Systems

Reference66 articles.

1. Goodfellow I.J. Shlens J. Szegedy C.:Explaining and harnessing adversarial examples. In:Bengio Y. LeCun Y.(eds.)3rd International Conference on Learning Representations (ICLR) Conference Track Proceedings San Diego(2015).http://arxiv.org/abs/1412.6572

2. Sharif M. et al.:Accessorize to a crime: Real and stealthy attacks on state‐of‐the‐art face recognition. In:Weippl E.R.et al. (eds.)Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security pp.1528–1540.ACM Vienna(2016).https://doi.org/10.1145/2976749.2978392

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