文献データベース

STC Anti-spoofing Systems for the ASVspoof 2015 Challenge

Authors: Sergey Novoselov, Alexandr Kozlov, Galina Lavrentyeva, Konstantin Simonchik, Vadim Shchemelinin | Published: 2015-07-29
敵対的攻撃評価
特徴抽出
音声認識プロセス

On the Unicity of Smartphone Applications

Authors: Jagdish Prasad Achara, Gergely Acs, Claude Castelluccia | Published: 2015-07-28 | Updated: 2015-10-29
データの起源と変遷
プライバシー損失分析
収束保証

Differentially Private Ordinary Least Squares

Authors: Or Sheffet | Published: 2015-07-09 | Updated: 2017-08-21
プライバシー損失分析
差分プライバシー
行列乗算手法

Malware Task Identification: A Data Driven Approach

Authors: Eric Nunes, Casey Buto, Paulo Shakarian, Christian Lebiere, Stefano Bennati, Robert Thomson, Holger Jaenisch | Published: 2015-07-07
デジタルフォレンジック
属性学習
脆弱性分析

MCMC for Variationally Sparse Gaussian Processes

Authors: James Hensman, Alexander G. de G. Matthews, Maurizio Filippone, Zoubin Ghahramani | Published: 2015-06-12
コアセット構築
収束保証
因果推論

Adaptive Normalized Risk-Averting Training For Deep Neural Networks

Authors: Zhiguang Wang, Tim Oates, James Lo | Published: 2015-06-08 | Updated: 2016-06-09
敵対的学習
視覚的手法

Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning

Authors: Yarin Gal, Zoubin Ghahramani | Published: 2015-06-06 | Updated: 2016-10-04
ベイズ最適化
不確実性の定量化
深層学習手法

A Deeper Look at Dataset Bias

Authors: Tatiana Tommasi, Novi Patricia, Barbara Caputo, Tinne Tuytelaars | Published: 2015-05-06
学習データのバイアス排除
性能評価
深層学習モデル

Spectral Norm of Random Kernel Matrices with Applications to Privacy

Authors: Shiva Prasad Kasiviswanathan, Mark Rudelson | Published: 2015-04-22
プライバシー損失分析
行列乗算手法
高次元データ分析

Detection of Information leakage in cloud

Authors: Mansaf Alam, Shuchi Sethi | Published: 2015-04-14 | Updated: 2015-11-06
セキュアな通信チャネル
仮想環境の攻撃
出力処理