Data Generation Method

Generating Natural Adversarial Hyperspectral examples with a modified Wasserstein GAN

Authors: Jean-Christophe Burnel, Kilian Fatras, Nicolas Courty | Published: 2020-01-27
Data Generation Method
Adversarial Example
Generative Adversarial Network
2020.01.27 2025.05.28
Literature Database

Analyzing Bias in Sensitive Personal Information Used to Train Financial Models

Authors: Reginald Bryant, Celia Cintas, Isaac Wambugu, Andrew Kinai, Komminist Weldemariam | Published: 2019-11-09
Data Generation Method
Privacy Risk Management
Legal Compliance
2019.11.09 2025.05.28
Literature Database

FSGAN: Subject Agnostic Face Swapping and Reenactment

Authors: Yuval Nirkin, Yosi Keller, Tal Hassner | Published: 2019-08-16
Data Generation Method
Deepfake
Model Evaluation
2019.08.16 2025.05.28
Literature Database

A systematic review of fuzzing based on machine learning techniques

Authors: Yan Wang, Peng Jia, Luping Liu, Jiayong Liu | Published: 2019-08-04
Data Generation Method
Performance Evaluation
Machine Learning
2019.08.04 2025.05.28
Literature Database

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks

Authors: Christopher Sweet, Stephen Moskal, Shanchieh Jay Yang | Published: 2019-08-03
Data Generation Method
Machine Learning
Feature Interdependence
2019.08.03 2025.05.28
Literature Database

Recurrent Neural Network Attention Mechanisms for Interpretable System Log Anomaly Detection

Authors: Andy Brown, Aaron Tuor, Brian Hutchinson, Nicole Nichols | Published: 2018-03-13
Data Generation Method
User Behavior Analysis
Machine Learning Framework
2018.03.13 2025.05.28
Literature Database

BEBP: An Poisoning Method Against Machine Learning Based IDSs

Authors: Pan Li, Qiang Liu, Wentao Zhao, Dongxu Wang, Siqi Wang | Published: 2018-03-11
Data Generation Method
Backdoor Attack
Detection of Poisonous Data
2018.03.11 2025.05.28
Literature Database