Generative Adversarial Network

Synthesis of Realistic ECG using Generative Adversarial Networks

Authors: Anne Marie Delaney, Eoin Brophy, Tomas E. Ward | Published: 2019-09-19
Signal Analysis
Machine Learning Technology
Generative Adversarial Network
2019.09.19 2025.05.28
Literature Database

Poisoning Attacks with Generative Adversarial Nets

Authors: Luis Muñoz-González, Bjarne Pfitzner, Matteo Russo, Javier Carnerero-Cano, Emil C. Lupu | Published: 2019-06-18 | Updated: 2019-09-25
Backdoor Attack
Attack Method
Generative Adversarial Network
2019.06.18 2025.05.28
Literature Database

A Direct Approach to Robust Deep Learning Using Adversarial Networks

Authors: Huaxia Wang, Chun-Nam Yu | Published: 2019-05-23
Poisoning
Adversarial Example
Generative Adversarial Network
2019.05.23 2025.05.28
Literature Database

Towards resilient machine learning for ransomware detection

Authors: Li Chen, Chih-Yuan Yang, Anindya Paul, Ravi Sahita | Published: 2018-12-21 | Updated: 2019-05-16
Backdoor Detection
Malware Detection Method
Generative Adversarial Network
2018.12.21 2025.05.28
Literature Database

Recurrent Neural Networks for Fuzz Testing Web Browsers

Authors: Martin Sablotny, Bjørn Sand Jensen, Chris W. Johnson | Published: 2018-12-12
Fuzzing
Deep Learning Model
Generative Adversarial Network
2018.12.12 2025.05.28
Literature Database

Anomaly Generation using Generative Adversarial Networks in Host Based Intrusion Detection

Authors: Milad Salem, Shayan Taheri, Jiann Shiun Yuan | Published: 2018-12-11
Data Collection
Multi-Class Classification
Generative Adversarial Network
2018.12.11 2025.05.28
Literature Database

CycleGAN, a Master of Steganography

Authors: Casey Chu, Andrey Zhmoginov, Mark Sandler | Published: 2017-12-08 | Updated: 2017-12-16
Certified Robustness
Information Hiding Techniques
Generative Adversarial Network
2017.12.08 2025.05.28
Literature Database

Generative Adversarial Perturbations

Authors: Omid Poursaeed, Isay Katsman, Bicheng Gao, Serge Belongie | Published: 2017-12-06 | Updated: 2018-07-06
Certified Robustness
Adversarial Attack Methods
Generative Adversarial Network
2017.12.06 2025.05.28
Literature Database