Generative Adversarial Network

FGAN: Federated Generative Adversarial Networks for Anomaly Detection in Network Traffic

Authors: Sankha Das | Published: 2022-03-21
Model Communication
Intrusion Detection System
Generative Adversarial Network
2022.03.21 2025.05.28
Literature Database

Learning Image Attacks toward Vision Guided Autonomous Vehicles

Authors: Hyung-Jin Yoon, Hamidreza Jafarnejadsani, Petros Voulgaris | Published: 2021-05-09 | Updated: 2021-05-17
Adversarial Attack Methods
State Estimation Method
Generative Adversarial Network
2021.05.09 2025.05.28
Literature Database

Double-Adversarial Activation Anomaly Detection: Adversarial Autoencoders are Anomaly Generators

Authors: J. -P. Schulze, P. Sperl, K. Böttinger | Published: 2021-01-12 | Updated: 2024-01-14
Performance Evaluation
Machine Learning Method
Generative Adversarial Network
2021.01.12 2025.05.28
Literature Database

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

HRFA: High-Resolution Feature-based Attack

Authors: Zhixing Ye, Sizhe Chen, Peidong Zhang, Chengjin Sun, Xiaolin Huang | Published: 2020-01-21 | Updated: 2020-10-22
Adversarial Example
Adversarial Attack Detection
Generative Adversarial Network
2020.01.21 2025.05.28
Literature Database

Defending Neural Backdoors via Generative Distribution Modeling

Authors: Ximing Qiao, Yukun Yang, Hai Li | Published: 2019-10-10 | Updated: 2019-11-06
Backdoor Attack
Attack Evaluation
Generative Adversarial Network
2019.10.10 2025.05.28
Literature Database

Membership Model Inversion Attacks for Deep Networks

Authors: Samyadeep Basu, Rauf Izmailov, Chris Mesterharm | Published: 2019-10-09
Attack Evaluation
Attackers and Malicious Devices
Generative Adversarial Network
2019.10.09 2025.05.28
Literature Database

Adversarial Learning of Deepfakes in Accounting

Authors: Marco Schreyer, Timur Sattarov, Bernd Reimer, Damian Borth | Published: 2019-10-09
Data Integrity Constraints
Adversarial Attack Methods
Generative Adversarial Network
2019.10.09 2025.05.28
Literature Database

Perturbations are not Enough: Generating Adversarial Examples with Spatial Distortions

Authors: He Zhao, Trung Le, Paul Montague, Olivier De Vel, Tamas Abraham, Dinh Phung | Published: 2019-10-03
Adversarial Example
Adversarial Attack Methods
Generative Adversarial Network
2019.10.03 2025.05.28
Literature Database

GAMIN: An Adversarial Approach to Black-Box Model Inversion

Authors: Ulrich Aïvodji, Sébastien Gambs, Timon Ther | Published: 2019-09-26
Poisoning
Taxonomy of Attacks
Generative Adversarial Network
2019.09.26 2025.05.28
Literature Database
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