Experimental Validation

CPS Attack Detection under Limited Local Information in Cyber Security: A Multi-node Multi-class Classification Ensemble Approach

Authors: Junyi Liu, Yifu Tang, Haimeng Zhao, Xieheng Wang, Fangyu Li, Jingyi Zhang | Published: 2022-09-01
Model Performance Evaluation
Experimental Validation
Hierarchical Classification Methods

Federated and Privacy-Preserving Learning of Accounting Data in Financial Statement Audits

Authors: Marco Schreyer, Timur Sattarov, Damian Borth | Published: 2022-08-26
Privacy Protection Method
Framework
Experimental Validation

Combined Learning of Neural Network Weights for Privacy in Collaborative Tasks

Authors: Aline R. Ioste, Alan M. Durham, Marcelo Finger | Published: 2022-04-30
Distributed Learning
Convergence analysis
Experimental Validation

Improving Differential-Neural Distinguisher Model For DES, Chaskey, and PRESENT

Authors: Liu Zhang, Zilong Wang | Published: 2022-04-13
Algorithm Design
Experimental Validation
evaluation metrics

FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection

Authors: Nikolaos Dionelis, Mehrdad Yaghoobi, Sotirios A. Tsaftaris | Published: 2021-11-30 | Updated: 2022-02-02
Generalization Performance
Experimental Validation
Self-Supervised Learning

Subsequent embedding in targeted image steganalysis: Theoretical framework and practical applications

Authors: David Megías, Daniel Lerch-Hostalot | Published: 2021-07-29 | Updated: 2022-03-15
Algorithm
Experimental Validation
Watermark Robustness

Blind Adversarial Pruning: Balance Accuracy, Efficiency and Robustness

Authors: Haidong Xie, Lixin Qian, Xueshuang Xiang, Naijin Liu | Published: 2020-04-10
Pruning Method
Robustness
Experimental Validation

Robust Anomaly Detection and Backdoor Attack Detection Via Differential Privacy

Authors: Min Du, Ruoxi Jia, Dawn Song | Published: 2019-11-16
Backdoor Attack
Privacy-Preserving Data Mining
Experimental Validation

Comment on “AndrODet: An adaptive Android obfuscation detector”

Authors: Alireza Mohammadinodooshan, Ulf Kargén, Nahid Shahmehri | Published: 2019-10-14 | Updated: 2020-01-18
Software Security
Experimental Validation
Machine Learning Algorithm

Defensive Escort Teams via Multi-Agent Deep Reinforcement Learning

Authors: Arpit Garg, Yazied A. Hasan, Adam Yañez, Lydia Tapia | Published: 2019-10-09
Risk Assessment
Experimental Validation
Reinforcement Learning Environment