ICSA: Intelligent chatbot security assistant using Text-CNN and multi-phase real-time defense against SNS phishing attacks
作者：
Highlights：
• SNS phishing attack is one of social engineering attacks.
• Formalized SNS phishing attack phases based on social engineering attack cycles.
• Generated SNS phishing attack phase classifiers by using Text-CNN ML model.
• Proposed an Intelligent Security Chatbot Assistant (ISCA) against the attack.
• Constructed Telegram Chatbot by using Google Dialogflow and AWS server.
摘要
•SNS phishing attack is one of social engineering attacks.•Formalized SNS phishing attack phases based on social engineering attack cycles.•Generated SNS phishing attack phase classifiers by using Text-CNN ML model.•Proposed an Intelligent Security Chatbot Assistant (ISCA) against the attack.•Constructed Telegram Chatbot by using Google Dialogflow and AWS server.
论文关键词：Social engineering attack,SNS phishing attack,Chatbot security assistant,Text-CNN,Multi-phase defense
论文评审过程：Received 14 September 2021, Revised 9 June 2022, Accepted 15 June 2022, Available online 20 June 2022, Version of Record 2 July 2022.
论文官网地址：https://doi.org/10.1016/j.eswa.2022.117893
