Literature Database

Can’t you hear me knocking: Identification of user actions on Android apps via traffic analysis

Authors: Mauro Conti, Luigi V. Mancini, Riccardo Spolaor, Nino V. Verde | Published: 2014-07-29
Data Preprocessing
Experimental Validation
Behavioral Authentication System

TweetCred: Real-Time Credibility Assessment of Content on Twitter

Authors: Aditi Gupta, Ponnurangam Kumaraguru, Carlos Castillo, Patrick Meier | Published: 2014-05-21 | Updated: 2015-01-30
SNS分析
Reliability Assessment
Semi-Supervised Learning

Graph-based Anomaly Detection and Description: A Survey

Authors: Leman Akoglu, Hanghang Tong, Danai Koutra | Published: 2014-04-18 | Updated: 2014-04-28
Clustering methods
グラフベースの異常検出
Time Series Analysis

Unsupervised Anomaly-based Malware Detection using Hardware Features

Authors: Adrian Tang, Simha Sethumadhavan, Salvatore Stolfo | Published: 2014-03-07 | Updated: 2014-03-28
Hardware Security
Malware Detection
Machine Learning Technology

Humanitarian Algorithms : A Codified Key Safety Switch Protocol for Lethal Autonomy

Authors: Nyagudi Musandu Nyagudi | Published: 2014-02-10
Algorithm Fairness
ターゲット特性評価
Machine Learning Technology

Collaborative Receptive Field Learning

Authors: Shu Kong, Zhuolin Jiang, Qiang Yang | Published: 2014-02-02
Graph Representation Learning
Experimental Validation
Machine Learning Method

Security Evaluation of Support Vector Machines in Adversarial Environments

Authors: Battista Biggio, Igino Corona, Blaine Nelson, Benjamin I. P. Rubinstein, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto, and Fabio Roli | Published: 2014-01-30
Poisoning
Model Extraction Attack
Vulnerability of Adversarial Examples

Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps

Authors: Karen Simonyan, Andrea Vedaldi, Andrew Zisserman | Published: 2013-12-20 | Updated: 2014-04-19
XAI (Explainable AI)
Deep Learning Technology
Feature Importance Analysis

Machine Learning Techniques for Intrusion Detection

Authors: Mahdi Zamani, Mahnush Movahedi | Published: 2013-12-08 | Updated: 2015-05-09
Network Traffic Analysis
Machine Learning Method
異常検知

Visualizing and Understanding Convolutional Networks

Authors: Matthew D Zeiler, Rob Fergus | Published: 2013-11-12 | Updated: 2013-11-28
XAI (Explainable AI)
Deep Learning Technology
Feature Importance Analysis