Ju-Seong Jang

发表

LSTM-Autoencoder-Based Anomaly Detection for Indoor Air Quality Time-Series Data

Fariza Sabrina, S. Çamtepe, Yuanyuan Wei, 2022, IEEE Sensors Journal.

A Few-Shot Meta-Learning based Siamese Neural Network using Entropy Features for Ransomware Classification

I. Welch, S. Çamtepe, Ju-Seong Jang, 2021, Comput. Secur..

Autoencoder-based Unsupervised Intrusion Detection using Multi-Scale Convolutional Recurrent Networks

Ju-Seong Jang, Amardeep Singh, 2022, ArXiv.

Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset

Fariza Sabrina, Ju-Seong Jang, Yuhua Yin, 2022, 2208.09711.

Improved Bidirectional GAN-Based Approach for Network Intrusion Detection Using One-Class Classifier

Fariza Sabrina, Ju-Seong Jang, Wen Xu, 2022, Comput..

A Ransomware Triage Approach using a Task Memory based on Meta-Transfer Learning Framework

I. Welch, S. Çamtepe, Ju-Seong Jang, 2022, ArXiv.

Generative Adversarial Networks for Malware Detection: a Survey

Ju-Seong Jang, Jin Kwak, Aeryn Dunmore, 2023, ArXiv.

Joint Spectral Clustering based on Optimal Graph and Feature Selection

Julian Jang-Jaccard, Tong Liu, Jukai Zhou, 2020, Neural Processing Letters.

Task-Aware Meta Learning-based Siamese Neural Network for Classifying Obfuscated Malware

P. Watters, S. Çamtepe, Ju-Seong Jang, 2021, ArXiv.

Task-Aware Meta Learning-Based Siamese Neural Network for Classifying Control Flow Obfuscated Malware

P. Watters, S. Çamtepe, Ju-Seong Jang, 2021, Future Internet.

Task-Aware Meta Learning-Based Siamese Neural Network for Classifying Control Flow Obfuscated Malware

P. Watters, S. Çamtepe, Ju-Seong Jang, 2021, Future Internet.

Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection

Ju-Seong Jang, Wen Xu, Tong Liu, 2022, ArXiv.

A Ransomware Triage Approach using a Task Memory based on Meta-Transfer Learning Framework

I. Welch, S. Çamtepe, Ju-Seong Jang, 2022, arXiv.org.

Task-Aware Meta Learning-based Siamese Neural Network for Classifying Obfuscated Malware pdf

Paul A. Watters, Seyit Camtepe, Amardeep Singh, 2021, ArXiv.

IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset

Fariza Sabrina, Ju-Seong Jang, Wen Xu, 2022, Journal of Big Data.

Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods

S. Çamtepe, Yuanyuan Wei, Ju-Seong Jang, 2023, ArXiv.

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

S. Çamtepe, Yuanyuan Wei, Ju-Seong Jang, 2023, ArXiv.