Literature Database

Understanding Deep Image Representations by Inverting Them

Authors: Aravindh Mahendran, Andrea Vedaldi | Published: 2014-11-26
XAI (Explainable AI)
Model Inversion
Deep Learning Method

Private Empirical Risk Minimization Beyond the Worst Case: The Effect of the Constraint Set Geometry

Authors: Kunal Talwar, Abhradeep Thakurta, Li Zhang | Published: 2014-11-20 | Updated: 2016-11-20
Privacy Enhancing Technology
Privacy Loss Analysis
フランク・ウォルフアルゴリズム

CONDENSER: A Graph-Based Approachfor Detecting Botnets

Authors: Pedro Camelo, Joao Moura, Ludwig Krippahl | Published: 2014-10-31
Clustering methods
Network Packet Management
Communication Efficiency

Anomaly Detection Framework Using Rule Extraction for Efficient Intrusion Detection

Authors: Antti Juvonen, Tuomo Sipola | Published: 2014-10-28
Clustering methods
Data Preprocessing
Framework Support

Automated Experiments on Ad Privacy Settings: A Tale of Opacity, Choice, and Discrimination

Authors: Amit Datta, Michael Carl Tschantz, Anupam Datta | Published: 2014-08-27 | Updated: 2015-03-17
Privacy Technique
Experimental Validation
Ad Blocking System

Offline Signature-Based Fuzzy Vault (OSFV: Review and New Results

Authors: George S. Eskander, Robert Sabourin, Eric Granger | Published: 2014-08-18
Core Set Construction
Fuzzy System
Privacy Protection Method

Prediction with Advice of Unknown Number of Experts

Authors: Alexey Chernov, Vladimir Vovk | Published: 2014-08-09
Online Learning
Convergence Analysis
情報理論

An Evasion and Counter-Evasion Study in Malicious Websites Detection

Authors: Li Xu, Zhenxin Zhan, Shouhuai Xu, Keyin Ye | Published: 2014-08-08
Model Protection Methods
Model Extraction Attack
Adversarial Learning

An Automated Social Graph De-anonymization Technique

Authors: Kumar Sharad, George Danezis | Published: 2014-08-06 | Updated: 2014-08-07
Attack that Analyzes Information Collected from Social Media to Identify Individuals using AI
Data Generation
Privacy-Preserving Machine Learning

Differentially-Private Logistic Regression for Detecting Multiple-SNP Association in GWAS Databases

Authors: Fei Yu, Michal Rybar, Caroline Uhler, Stephen E. Fienberg | Published: 2014-07-30
Privacy Technique
Model Protection Methods
Efficiency Evaluation