Literature Database

Data Augmentation for Deep Candlestick Learner

Authors: Chia-Ying Tsao, Jun-Hao Chen, Samuel Yen-Chi Chen, Yun-Cheng Tsai | Published: 2020-05-14 | Updated: 2020-05-29
Candlestick Pattern
Data Dependency
Machine Learning Application

Prive-HD: Privacy-Preserved Hyperdimensional Computing

Authors: Behnam Khaleghi, Mohsen Imani, Tajana Rosing | Published: 2020-05-14
Privacy Leakage
Computational Efficiency
Adaptive Retraining Mechanism

Phishing URL Detection Through Top-level Domain Analysis: A Descriptive Approach

Authors: Orestis Christou, Nikolaos Pitropakis, Pavlos Papadopoulos, Sean McKeown, William J. Buchanan | Published: 2020-05-13
URL analysis techniques
Random Forest
Machine Learning Algorithm

DeepRobust: A PyTorch Library for Adversarial Attacks and Defenses

Authors: Yaxin Li, Wei Jin, Han Xu, Jiliang Tang | Published: 2020-05-13
Algorithm
Explainability of Graph Machine Learning
Defense Effectiveness Analysis

Android Malware Clustering using Community Detection on Android Packages Similarity Network

Authors: ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb | Published: 2020-05-12
Community Detection
Malware Propagation Means
Computational Efficiency

Towards Memory Safe Python Enclave for Security Sensitive Computation

Authors: Huibo Wang, Mingshen Sun, Qian Feng, Pei Wang, Tongxin Li, Yu Ding | Published: 2020-05-12
Security Assurance
Privacy Assessment
Vulnerability Assessment Method

Perturbing Inputs to Prevent Model Stealing

Authors: Justin Grana | Published: 2020-05-12
Membership Inference
Attack Detection
Linear Model

A Secure Federated Learning Framework for 5G Networks

Authors: Yi Liu, Jialiang Peng, Jiawen Kang, Abdullah M. Iliyasu, Dusit Niyato, Ahmed A. Abd El-Latif | Published: 2020-05-12
Secure Aggregation
Privacy Assessment
Federated Learning System

Evaluating Ensemble Robustness Against Adversarial Attacks

Authors: George Adam, Romain Speciel | Published: 2020-05-12
Robustness Improvement Method
Promotion of Diversity
Adversarial Example

Robustness Verification for Classifier Ensembles

Authors: Dennis Gross, Nils Jansen, Guillermo A. Pérez, Stephan Raaijmakers | Published: 2020-05-12 | Updated: 2020-07-09
Robustness Improvement Method
Attack Detection
Deep Learning