Dual Generative Adversarial Networks Based Unknown Encryption Ransomware Attack Detection

Dual Generative Adversarial Networks Based Unknown Encryption Ransomware Attack Detection

Aiming at unknown or variant ransomware attack encrypted with SSL (Secure Sockets Layer)/ TLS (Transport Layer Security) protocol, a detection framework named TGAN-IDS (Transferred Generating Adversarial Network-Intrusion Detection System) based on dual generative adversarial networks is presented i...

Full description

Bibliographic Details
Main Authors: Xueqin Zhang, Jiyuan Wang, Shinan Zhu
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Ransomware
encrypted traffic
anomaly detection
GAN
transfer learning
Online Access:https://ieeexplore.ieee.org/document/9614187/

Internet

https://ieeexplore.ieee.org/document/9614187/

Similar Items