Imbalanced tabular data modelization using CTGAN and machine learning to improve IoT Botnet attacks detection

Coarse-to-fine SVD-GAN based framework for enhanced frame synthesis

(2022) M. Kas et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

FEDGAN-IDS: Privacy-preserving IDS using GAN and Federated Learning

(2022) Aliya Tabassum et al.   COMPUTER COMMUNICATIONS

TSadv: Black-box adversarial attack on time series with local perturbations

(2022) Wenbo Yang et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Privacy preserving Generative Adversarial Networks to model Electronic Health Records

(2022) Rohit Venugopal et al.   NEURAL NETWORKS

Unsupervised anomaly detection for underwater gliders using generative adversarial networks

(2021) Peng Wu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Virtual generation of pavement crack images based on improved deep convolutional generative adversarial network

(2021) Lili Pei et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

DP-GAN: Differentially private consecutive data publishing using generative adversarial nets

(2021) Stella Ho et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

IoTBoT-IDS: A novel statistical learning-enabled botnet detection framework for protecting networks of smart cities

(2021) Javed Ashraf et al.   Sustainable Cities and Society

A Review of Tabular Data Synthesis Using GANs on an IDS Dataset

(2021) Stavroula Bourou et al.   Information (Switzerland)

Novel virtual sample generation using conditional GAN for developing soft sensor with small data

(2021) Qun-Xiong Zhu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

WGAN-E: A Generative Adversarial Networks for Facial Feature Security

(2020) Chunxue Wu et al.   Electronics

MAG-GAN: Massive attack generator via GAN

(2020) Jinyin Chen et al.   INFORMATION SCIENCES

MedGAN: Medical image translation using GANs

(2019) Karim Armanious et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS