Congratulations to the group of students whose research paper on "Phishing Website Detection Techniques" was accepted for presentation at the 12th Symposium on Information and Communication Technology (SoICT 2023) International Scientific Conference.
SoICT 2023 Conference will be held in Ho Chi Minh City and is organized by the Information Technology and Communication Technology Department of Hanoi University of Science and Technology, Ho Chi Minh City University of Science, Laboratory Informatics, Modelling and Optimisation System (LIMOS), The French National Centre for Scientific Research (CNRS), and the Advanced Institute of Combined Mathematics Research. The conference is scheduled for December 7-8, 2023.
This scientific paper is the result of a research project carried out by these students in collaboration with the InSecLab research team during their participation in their graduation thesis work. The research focused on techniques for detecting deceptive attacks using artificial intelligence in the Information Security Laboratory (InSecLab).
Details about the research paper:
Title: "Shark-Eyes: A multimodal fusion framework for multi-view-based phishing website detection."
Students involved:
- Võ Quang Minh - Information Security (Class of 2020)
- Bùi Tấn Hải Đăng - Information Security (Class of 2020)
- Trần Kim Ngọc Ngân - Computer Science (Class of 2022)
Research Topic: Artificial Intelligence and Information Security
Supervisors: ThS. Phan Thế Duy and TS. Phạm Văn Hậu
General Information:
SoICT 2023 is an international scientific conference specializing in information technology and communication technology, encompassing significant research fields such as AI and Big Data, Networking Technologies and Communication, Image and Natural Language Processing, Software Engineering, Artificial Intelligence, Digital Technology, Information Security, and Video Event Information Retrieval.
Abstract: In the current era of escalating cyber threats, phishing attacks exploit online security vulnerabilities. This paper introduces "Shark-Eyes," an innovative multimodal fusion framework designed for phishing website detection using a multi-view approach. This approach combines two distinct attributes: domain features and HTML tag features extracted from the target websites. The framework's effectiveness is assessed through comprehensive experiments on a dataset sourced from Phishtank, OpenPhish, and Alexa, encompassing real-world phishing instances. Our results demonstrate the robustness and efficiency of the Shark-Eyes framework in accurately identifying phishing websites, highlighting its potential as a valuable tool for enhancing online security and thwarting malicious activities.
For more information on the conference, you can visit the following link: https://www.facebook.com/inseclab/posts/pfbid02btnyAnAejdKwYPqRMNFZV5bUWeqasZZRjQJ5nW7q1MBopQewMVXfbK2DpUkczCvQl
Written by: Hai Bang
Translated by: Ngoc Diem
