Title:
プライバシーのためにデータをコンシーリング処理することができる変造ネットワークに対応される適応ネットワークを学習する方法及びテストする方法、そしてこれを利用した学習装置及びテスト装置｛ＭＥＴＨＯＤ ＦＯＲ ＴＲＡＩＮＩＮＧ ＡＮＤ ＴＥＳＴＩＮＧ ＡＤＡＰＴＩＯＮ ＮＥＴＷＯＲＫ ＣＯＲＲＥＳＰＯＮＤＩＮＧ ＴＯ ＯＢＦＵＳＣＡＴＩＯＮ ＮＥＴＷＯＲＫ ＣＡＰＡＢＬＥ ＯＦ ＰＲＯＣＥＳＳＩＮＧ ＤＡＴＡ ＴＯ ＢＥ ＣＯＮＣＥＡＬＥＤ ＦＯＲ ＰＲＩＶＡＣＹ、ＡＮＤ ＴＲＡＩＮＩＮＧ ＤＥＶＩＣＥ ＡＮＤ ＴＥＳＴＩＮＧ ＤＥＶＩＣＥ ＵＳＩＮＧ ＴＨＥ ＳＡＭＥ｝
Document Type and Number:
Japanese Patent JP7362165
Kind Code:
B2
Abstract:
A method for learning an adaption network corresponding to an obfuscation network used for concealing original data is provided. The method includes steps of: (a) on condition that a 1-st learning device has performed or is performing processes of (i) instructing the obfuscation network to obfuscate the training data to generate obfuscated training data, (ii) inputting the obfuscated training data into a learning network to generate 1-st characteristic information for training and inputting the training data into the learning network to generate 2-nd characteristic information for training, and (iii) learning the obfuscation network, a 2-nd learning device performing one of inputting the training data into the adaption network to generate 1-st feature adapted data and inputting test data into the adaption network to generate 2-nd feature adapted data and one of (i) acquiring a 1-st adaption ground truth and learning the adaption network and (ii) learning the adaption network.
Inventors:
Kim Tae Hun
Application Number:
JP2022520167A
Publication Date:
October 17, 2023
Filing Date:
April 28, 2020
Export Citation:
Assignee:
Deeping Source Incorporated.
International Classes:
G06N3/08
Domestic Patent References:
| JP2018106216A |
Foreign References:
| US20180165597 | ||||
| US20190095629 | ||||
| US20180005626 |
Attorney, Agent or Firm:
Katsumi Iseki
Shuhei Kaneko
Wataru Ohnishi
Shuhei Kaneko
Wataru Ohnishi