AIセキュリティポータルbot

Agent-Agnostic Human-in-the-Loop Reinforcement Learning

Authors: David Abel, John Salvatier, Andreas Stuhlmüller, Owain Evans | Published: 2017-01-15
Human-in-the-Loop
Protocol Procedure
Reinforcement Learning

Learning to Invert: Signal Recovery via Deep Convolutional Networks

Authors: Ali Mousavi, Richard G. Baraniuk | Published: 2017-01-14
Deep Learning Method
Computational Efficiency
Weight Update Method

What Can I Do Now? Guiding Users in a World of Automated Decisions

Authors: Matthias Gallé | Published: 2017-01-13
Online Decision Making
Model editing techniques
Human-Centered Approach

Shallow and Deep Networks Intrusion Detection System: A Taxonomy and Survey

Authors: Elike Hodo, Xavier Bellekens, Andrew Hamilton, Christos Tachtatzis, Robert Atkinson | Published: 2017-01-09
Dataset Analysis
Unknown Attack Detection
Deep Learning Method

Private Incremental Regression

Authors: Shiva Prasad Kasiviswanathan, Kobbi Nissim, Hongxia Jin | Published: 2017-01-04
Privacy-Preserving Algorithm
幾何学的手法
Computational Efficiency

Dense Associative Memory is Robust to Adversarial Inputs

Authors: Dmitry Krotov, John J Hopfield | Published: 2017-01-04
Certified Robustness
Deep Learning Model
Generative Model

Classification of Smartphone Users Using Internet Traffic

Authors: Andrey Finkelstein, Ron Biton, Rami Puzis, Asaf Shabtai | Published: 2017-01-01
Dataset Analysis
Device Identification Method
Privacy Analysis

Adversarial Examples Detection in Deep Networks with Convolutional Filter Statistics

Authors: Xin Li, Fuxin Li | Published: 2016-12-22 | Updated: 2017-10-26
Adversarial Example
Adversarial Example Detection
Deep Learning Model

DroidGen: Constraint-based and Data-Driven Policy Generation for Android

Authors: Mohamed Nassim Seghir, David Aspinall | Published: 2016-12-22
API Security
ポリシー生成
Malware Detection

Handwritten Signature Verification Using Hand-Worn Devices

Authors: Ben Nassi, Alona Levy, Yuval Elovici, Erez Shmueli | Published: 2016-12-19
Device Authentication
手書き署名検証
Behavior Analysis Method