文献データベース

A Security Monitoring Framework For Virtualization Based HEP Infrastructures

Authors: A. Gomez Ramirez, M. Martinez Pedreira, C. Grigoras, L. Betev, C. Lara, U. Kebschull | Published: 2017-04-16
セキュリティ分析手法
データセット分析
攻撃検出

The Space of Transferable Adversarial Examples

Authors: Florian Tramèr, Nicolas Papernot, Ian Goodfellow, Dan Boneh, Patrick McDaniel | Published: 2017-04-11 | Updated: 2017-05-23
モデルの堅牢性
攻撃検出
敵対的サンプルの検知

Optimized Data Pre-Processing for Discrimination Prevention

Authors: Flavio P. Calmon, Dennis Wei, Karthikeyan Natesan Ramamurthy, Kush R. Varshney | Published: 2017-04-11
フェアネス学習
公平性のあるAIモデルの作成
学習データの偏り

Interpretable Explanations of Black Boxes by Meaningful Perturbation

Authors: Ruth Fong, Andrea Vedaldi | Published: 2017-04-11 | Updated: 2021-12-03
XAI(説明可能なAI)
深層学習手法
特徴重要度分析

Security Analytics of Network Flow Data of IoT and Mobile Devices (Work-in-progress)

Authors: Ashish Kundu, Chinmay Kundu, Karan K. Budhraja | Published: 2017-04-10
セキュリティ分析手法
デバイス感度分析
脆弱性分析

Learning Important Features Through Propagating Activation Differences

Authors: Avanti Shrikumar, Peyton Greenside, Anshul Kundaje | Published: 2017-04-10 | Updated: 2019-10-12
XAI(説明可能なAI)
深層学習手法
特徴重要度分析

Enhancing Robustness of Machine Learning Systems via Data Transformations

Authors: Arjun Nitin Bhagoji, Daniel Cullina, Chawin Sitawarin, Prateek Mittal | Published: 2017-04-09 | Updated: 2017-11-29
モデルの頑健性保証
モデル抽出攻撃
防御効果分析

A Multi-view Context-aware Approach to Android Malware Detection and Malicious Code Localization

Authors: Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu | Published: 2017-04-06 | Updated: 2017-04-08
セキュリティ分析手法
プログラム解析
マルウェア検出手法

Adequacy of the Gradient-Descent Method for Classifier Evasion Attacks

Authors: Yi Han, Benjamin I. P. Rubinstein | Published: 2017-04-06 | Updated: 2017-05-25
ポイズニング
モデルの頑健性保証
対抗的学習

Comment on “Biologically inspired protection of deep networks from adversarial attacks”

Authors: Wieland Brendel, Matthias Bethge | Published: 2017-04-05
トリガーの検知
モデルの頑健性保証
対抗的学習