Công bố khoa học

Chiến lược giăng bẫy thích ứng phục vụ phòng thủ chủ động trong mạng khả lập trình

Leveraging Reinforcement Learning and Generative Adversarial Networks to Craft Mutants of Windows Malware against Black-box Malware Detectors

To build an effective malware detector, it is required to collect a diversity of malware samples and their evolution, since malware authors always try…

A Method of Mutating Windows Malwares using Reinforcement Learning with Functionality Preservation

Recently, the development in both quantity and complication of malware has raised a need of powerful malware detection solution. The outstanding characteristics of machine…

A Privacy-Preserving Approach For Building Learning Models in Smart Healthcare using Blockchain and Federated Learning

Nowadays, the amount of data generated from Internet of Things (IoT) devices is increasing, paving the way for the development of artificial intelligence (AI)…

Leveraging Deep Learning Image Classifiers for Visual Similarity-based Phishing Website Detection

Phishing is a major cybersecurity threat that is increasingly dangerous and complicated, especially during a global pandemic when there is a great need for…

Adversarial AutoEncoder and Generative Adversarial Networks for Semi-Supervised Learning Intrusion Detection System

As one of the defensive solutions against cyberattacks, Intrusion Detection System (IDS) plays an important role in observing the network state, alerting suspicious actions…

A Method for Flexible Definition and Automatic Implementation of Laboratory Environment in Online Training Platforms

Cloud infrastructure enables individuals, organizations, and enterprises to offer scalable and elastic resources to support business operations remotely. The demand for digital transformation encourages…

A Blockchain-Based Authentication and Access Control for Smart Devices in SDN-Enabled Networks for Metaverse

Emerging with outstanding features in network management, Software Defined Networking (SDN) is considered as a flexible and efficient paradigm in the context of smart…

Fool your enemies: Enable Cyber Deception and Moving Target Defense for Intrusion Detection in SDN

The adoption of deception technology constructed to throw off stealthy attackers from real assets and gather intelligence about how they operate is gaining ground…