Công bố khoa học

Strengthening IDS against Evasion Attacks with GAN-based Adversarial Samples in SDN-enabled network

With the spread of the number of smart devices in the context of Smart City, Software Defined Networking (SDN) is considered as a vital…

DIGFuPAS: Deceive IDS with GAN and Function-Preserving on Adversarial Samples in SDN-enabled networks

Showing a great potential in various domains, machine learning techniques are more and more used in the task of malicious network traffic detection to…

A Deep Transfer Learning Approach for Flow-based Intrusion Detection in SDN-enabled Network

Revolutionizing operation model of traditional network in programmability, scalability, and orchestration, Software-Defined Networking (SDN) has considered as a novel network management approach for a…

Empirical Study on Reconnaissance Attacks in SDN-aware Network for Evaluating Cyber Deception

PWDGAN: Generating Adversarial Malicious URL Examples for Deceiving Black-Box Phishing Website Detector using GANs

In recent years, the Internet has witnessed a significant increase in phishing attacks. These attacks are not merely deceiving Internet users to get their…

Statistic Android applications on Google Play for security analysis purpose

Fruits classification by using machine learning – An experiment using popular approaches on local data

Fruits classification by using machine learning - An experiment using popular approaches on local data

A Blockchain-based Secured and Privacy-Preserved Personal Healthcare Record Exchange System

The demand for personal healthcare record (PHR) exchange among electronic medical record (EMR) systems and patients is growing along with remarkable efforts to improve…

Vietnamese Facebook Posts Classification using Fine-Tuning BERT

With the development of social networks in the age of information technology explosion, the classification of social news plays an important role in detecting…