Title:
INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM
Document Type and Number:
WIPO Patent Application WO/2020/121450
Kind Code:
A1
Abstract:
This information processing device comprises a sample candidate generation unit which, from source data belonging to a class other than a target class, generates sample candidates authenticated as belonging to the target class, on the basis of similarity to data that belongs to the target class and that is included in a template, which is pre-registered data, and on the basis of similarity to data that is included in the template and that does not belong to the target class, wherein the target class is a class that causes a false authentication to occur.
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Inventors:
KAKIZAKI KAZUYA (JP)
Application Number:
PCT/JP2018/045738
Publication Date:
June 18, 2020
Filing Date:
December 12, 2018
Export Citation:
Assignee:
NEC CORP (JP)
International Classes:
G06N20/00
Other References:
PAPERNOT,NICOLAS ET AL.: "The Limitations of Deep Learning in Adversarial Settings", 24 November 2015 (2015-11-24), XP032899541, Retrieved from the Internet
CARLINI,NICHOLAS ET AL.: "Towards Evaluating the Robustness of Neural Networks", 2017 IEEE SYMPOSIUM ON SECURITY AND PRIVACY, 26 June 2017 (2017-06-26), pages 39 - 57, XP055540854, Retrieved from the Internet [retrieved on 20190214]
CARLINI,NICHOLAS ET AL.: "Towards Evaluating the Robustness of Neural Networks", 2017 IEEE SYMPOSIUM ON SECURITY AND PRIVACY, 26 June 2017 (2017-06-26), pages 39 - 57, XP055540854, Retrieved from the Internet
Attorney, Agent or Firm:
BABA, Motohiro et al. (JP)
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