Improvement of Learning

Training Set Camouflage

Authors: Ayon Sen, Scott Alfeld, Xuezhou Zhang, Ara Vartanian, Yuzhe Ma, Xiaojin Zhu | Published: 2018-12-13
Data Collection
Application of Text Classification
Improvement of Learning

Learning-Aided Physical Layer Authentication as an Intelligent Process

Authors: He Fang, Xianbin Wang, Lajos Hanzo | Published: 2018-08-07
Training Method
Improvement of Learning
Machine Learning Method

Active Learning for Wireless IoT Intrusion Detection

Authors: Kai Yang, Jie Ren, Yanqiao Zhu, Weiyi Zhang | Published: 2018-08-04
Query Generation Method
Intrusion Detection System
Improvement of Learning

Biologically inspired protection of deep networks from adversarial attacks

Authors: Aran Nayebi, Surya Ganguli | Published: 2017-03-27
Model Design and Accuracy
Certified Robustness
Improvement of Learning

Understanding Black-box Predictions via Influence Functions

Authors: Pang Wei Koh, Percy Liang | Published: 2017-03-14 | Updated: 2020-12-29
Poisoning
Improvement of Learning
Explainability Evaluation