Experimental Validation

A Matrix Factorization Model for Hellinger-based Trust Management in Social Internet of Things

Authors: Soroush Aalibagi, Hamidreza Mahyar, Ali Movaghar, H. Eugene Stanley | Published: 2019-09-26 | Updated: 2021-03-02
Signal Analysis
Experimental Validation
Computational Complexity

Absum: Simple Regularization Method for Reducing Structural Sensitivity of Convolutional Neural Networks

Authors: Sekitoshi Kanai, Yasutoshi Ida, Yasuhiro Fujiwara, Masanori Yamada, Shuichi Adachi | Published: 2019-09-19
Experimental Validation
Adversarial Example
Adversarial attack

AutoGAN: Robust Classifier Against Adversarial Attacks

Authors: Blerta Lindqvist, Shridatt Sugrim, Rauf Izmailov | Published: 2018-12-08
Certified Robustness
Robustness Improvement Method
Experimental Validation

Deep-RBF Networks Revisited: Robust Classification with Rejection

Authors: Pourya Habib Zadeh, Reshad Hosseini, Suvrit Sra | Published: 2018-12-07
Certified Robustness
Experimental Validation
Adversarial Example

Bypassing Feature Squeezing by Increasing Adversary Strength

Authors: Yash Sharma, Pin-Yu Chen | Published: 2018-03-27
Experimental Validation
Adversarial Learning
Adversarial attack

Learning from Pseudo-Randomness With an Artificial Neural Network – Does God Play Pseudo-Dice?

Authors: Fenglei Fan, Ge Wang | Published: 2018-01-05
Experimental Validation
Mathematical Analysis
Machine Learning Algorithm

Learning from Mutants: Using Code Mutation to Learn and Monitor Invariants of a Cyber-Physical System

Authors: Yuqi Chen, Christopher M. Poskitt, Jun Sun | Published: 2018-01-03 | Updated: 2018-06-13
Code Generation
Experimental Validation
Machine Learning Algorithm