Jove
Visualize
お問い合わせ
JoVE
x logofacebook logolinkedin logoyoutube logo
JoVEについて
概要リーダーシップブログJoVEヘルプセンター
著者向け
出版プロセス編集委員会範囲と方針査読よくある質問投稿
図書館員向け
推薦の声購読アクセスリソース図書館諮問委員会よくある質問
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experimentsアーカイブ
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教員リソースセンター教員サイト
利用規約
プライバシーポリシー
ポリシー

関連する概念動画

Nest Building Behavior as an Early Indicator of Behavioral Deficits in Mice06:11

Nest Building Behavior as an Early Indicator of Behavioral Deficits in Mice

21.1K
Here, we present a protocol to quantify nest building behavior in mice, which is known to be impaired in several neurological disorders and diseases. This protocol examines the utility of four materials and offers the opportunity to quantify the rater agreement in scoring, improving the validity and reliability of the...
21.1K
Self-Evaluation: Self-Enhancement and Self-Verification03:00

Self-Evaluation: Self-Enhancement and Self-Verification

5.7K
Social psychologists have documented that feeling good about ourselves and maintaining positive self-esteem is a powerful motivator of human behavior (Tavris & Aronson, 2008). In the United States, members of the predominant culture typically think very highly of themselves and view themselves as good people who are above average on many desirable traits (Ehrlinger, Gilovich, & Ross, 2005). Often, our behavior, attitudes, and beliefs are affected when we experience a threat to our...
5.7K
Indicators02:39

Indicators

59.4K
Certain organic substances change color in dilute solution when the hydronium ion concentration reaches a particular value. For example, phenolphthalein is a colorless substance in any aqueous solution with a hydronium ion concentration greater than 5.0 × 10−9 M (pH < 8.3). In more basic solutions where the hydronium ion concentration is less than 5.0 × 10−9 M (pH > 8.3), it is red or pink. Substances such as phenolphthalein, which can be used to determine the pH of a solution, are...
59.4K
Simple Surgical Induction of Conductive Hearing Loss with Verification Using Otoscope Visualization and Behavioral Clap Startle Response in Rat06:27

Simple Surgical Induction of Conductive Hearing Loss with Verification Using Otoscope Visualization and Behavioral Clap Startle Response in Rat

8.1K
Here, we present a protocol to establish a replicable conductive hearing loss induction via surgical tympanic membrane puncture and verification by otoscope visualization and behavioral assessment by clap...
8.1K
Strategies of Self-Presentation II: Self-Verification01:17

Strategies of Self-Presentation II: Self-Verification

174
Self-verification is a fundamental psychological drive wherein individuals seek affirmation of their self-concept from others, striving for consistency between their internal self-view and external perceptions. This drive operates even when the self-concept is negative, influencing interpersonal behavior and feedback preferences in complex and often counterintuitive ways. Unlike the self-enhancement motive, which seeks positive evaluations, self-verification prioritizes coherence and...
174
Behavioral Characterization of an Angelman Syndrome Mouse Model11:05

Behavioral Characterization of an Angelman Syndrome Mouse Model

5.7K
This manuscript presents a set of highly reproducible behavioral tests to validate an Angelman syndrome mouse...
5.7K

こちらも読む

関連記事

共著者、ジャーナル、引用グラフによってこの研究に関連する記事。

並び替え
Same author

PROVGEN: A Privacy-Preserving Approach for Outcome Validation in Genomic Research.

Proceedings on Privacy Enhancing Technologies. Privacy Enhancing Technologies Symposium·2026
Same author

Privacy-Preserving Collaborative Population Stratification with Dynamic Algorithm and Hyperparameter Selection.

ACM-BCB ... ... : the ... ACM Conference on Bioinformatics, Computational Biology and Biomedicine. ACM Conference on Bioinformatics, Computational Biology and Biomedicine·2026
Same author

Privacy-preserving verification of preprocessing in federated learning for genomic data.

JAMIA open·2026
Same author

Explainable drug side effect prediction in central neural system via biologically informed graph neural network.

Translational psychiatry·2026
Same author

Semantically Correct Policy Mining and Enforcement for Attribute based Access Control.

ACM transactions on Internet technology·2026
Same author

Performance Analysis of Dynamic ABAC Systems using a Queuing Theoretic Framework.

Computers & security·2026
Same journal

Blockchain Based Secure Federated Learning With Local Differential Privacy and Incentivization.

IEEE transactions on privacy·2025
Same journal

U.S.-U.K. PETs Prize Challenge: Anomaly Detection via Privacy-Enhanced Federated Learning.

IEEE transactions on privacy·2024
関連記事をすべて見る

関連する実験動画

Updated: Jan 20, 2026

Nest Building Behavior as an Early Indicator of Behavioral Deficits in Mice
06:11

Nest Building Behavior as an Early Indicator of Behavioral Deficits in Mice

Published on: October 19, 2019

21.1K

モデル行動指標によるプライバシー保護機械学習前処理検証

Wenbiao Li1, Anisa Halimi2, Jaideep Vaidya3

  • 1Case Western Reserve University, Cleveland, OH 44106 USA.

IEEE transactions on privacy
|January 19, 2026
PubMed
まとめ
この要約は機械生成です。

元のデータやラベルなしでパイプラインの整合性を確保するために、モデルの挙動分析を利用したプライバシー保護機械学習データ前処理検証法を開発しました。

背景:

  • データ前処理の整合性を確保することは、特に機密性の高いデータにおいて、機械学習モデルの信頼性にとって極めて重要である。
  • 既存の方法では、元のデータやラベルへのアクセスが必要な場合が多く、プライバシー保護シナリオでの適用が制限される。

結論:

  • 提案されたフレームワークは、プライバシーが保護される機械学習における前処理整合性の保護のための、実用的でスケーラブルなソリューションを提供する。
  • この手法は、データプライバシーを侵害したり、広範なデータアクセスを必要としたりすることなく、前処理パイプラインを効果的に検証する。
キーワード:
データ前処理差分プライバシー説明可能なAIローカル差分プライバシーモデル監査表形式データ

さらに関連する動画

Simple Surgical Induction of Conductive Hearing Loss with Verification Using Otoscope Visualization and Behavioral Clap Startle Response in Rat
06:27

Simple Surgical Induction of Conductive Hearing Loss with Verification Using Otoscope Visualization and Behavioral Clap Startle Response in Rat

Published on: October 26, 2019

8.1K
Self-Evaluation: Self-Enhancement and Self-Verification
03:00

Self-Evaluation: Self-Enhancement and Self-Verification

5.7K

関連する実験動画

Last Updated: Jan 20, 2026

Nest Building Behavior as an Early Indicator of Behavioral Deficits in Mice
06:11

Nest Building Behavior as an Early Indicator of Behavioral Deficits in Mice

Published on: October 19, 2019

21.1K
Simple Surgical Induction of Conductive Hearing Loss with Verification Using Otoscope Visualization and Behavioral Clap Startle Response in Rat
06:27

Simple Surgical Induction of Conductive Hearing Loss with Verification Using Otoscope Visualization and Behavioral Clap Startle Response in Rat

Published on: October 26, 2019

8.1K
Self-Evaluation: Self-Enhancement and Self-Verification
03:00

Self-Evaluation: Self-Enhancement and Self-Verification

5.7K
  • ラベルなしのバリアントは、ラベル付きパイプライン例がないシナリオへの検証方法の適用性を拡大する。