Công bố khoa học

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

4 năm trước

In recent years, the Internet has witnessed a significant increase in phishing attacks. These attacks are not merely deceiving Internet users to get their sensitive information, but phishing attacks are developing more and more sophisticated, using many new techniques to try to bypass the traditional defense solution. With the help…

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

4 năm trước

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

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

4 năm trước

The demand for personal healthcare record (PHR) exchange among electronic medical record (EMR) systems and patients is growing along with remarkable efforts to improve the quality, safety, privacy- preserving, and efficiency of healthcare information delivery. Currently, in EMR systems, there are problems of fragmented communication and lack of interoperability for…

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Vietnamese Facebook Posts Classification using Fine-Tuning BERT

4 năm trước

With the development of social networks in the age of information technology explosion, the classification of social news plays an important role in detecting the hot topics being discussed on social networks over a period of time. In this paper, we present a new model for effective Facebook’s posts classification…

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Detect Android malware by using deep learning: Experiment and Evaluation

4 năm trước

With the emergence of deep learning, recent years have witnessed a booming of artificial intelligence (AI) applications and services in many fields of modern society, ranging from face recognition to video surveillance to many recommendation systems. In addition, there is a tremendous increase in cyberattacks or data leakage which draws…

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Phương Pháp Phát Sinh Dữ Liệu Tấn Công Đánh Lừa IDS Học Máy Dựa Trên Mạng Sinh Đối Kháng

4 năm trước

Trình phát hiện xâm nhập mạng (Network IDS) được xây dựng để phát hiện và cảnh báo khi hệ thống bị tấn công, từ đó có thể đưa ra các phản ứng phù hợp. Với sự bùng nổ của dữ liệu, các phương pháp học máy đã bắt đầu được…

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Deceive Intrusion Detection System with GAN and Function-Preserving on Adversarial Samples in SDN-enabled networks

4 năm trước

Deceive Intrusion Detection System with GAN and Function-Preserving on Adversarial Samples in SDN-enabled networks (*selected as an Excellent Young Research Award at VANJ 2020 conference) (abstract only)

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CVSS Based Attack Analysis using a Graphical Security Model: Review and Smart Grid Case Study

5 năm trước

Smart Grid is one of the critical technologies that provide essential services to sustain social and economic developments. There are various cyber attacks on the Smart Grid system in recent years, which resulted in various negative repercussions. Therefore, understanding the characteristics and evaluating the consequences of an attack on the…

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A Comparison of Congestion Control Algorithms in Emulated Wi-Fi Networks

5 năm trước

Wi-Fi technology has become popular in our lives with various Wi-Fi capable products such as laptops, mobile phones, etc. Moreover, in Wi-Fi networks, a device communicates typically with a server using Transmission Control Protocol (TCP) for most applications. In such a context, the behavior of the TCP congestion control primarily…

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