Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data

no code implementations • 21 Apr 2023 • Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Wen Xu, Seyit Camtepe, Aeryn Dunmore

In this research, we trained and evaluated our proposed LSTM-AE model on reflection-based DDoS attacks (DNS, LDAP, and SNMP).

Anomaly Detection feature selection +1

Generative Adversarial Networks for Malware Detection: a Survey

no code implementations • 16 Feb 2023 • Aeryn Dunmore, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak

This paper surveys the current research and literature for the use of Generative Adversarial Networks in the malware problem space.

Malware Detection