From ML to LLM: Evaluating the Robustness of Phishing Webpage Detection Models against Adversarial Attacks
Authors: Aditya Kulkarni, Vivek Balachandran, Dinil Mon Divakaran, Tamal Das | Published: 2024-07-29 | Updated: 2025-03-15
Phishing Detection
SecureNet: A Comparative Study of DeBERTa and Large Language Models for Phishing Detection
Authors: Sakshi Mahendru, Tejul Pandit | Published: 2024-06-10
Analysis and prevention of AI-based phishing email attacks
Authors: Chibuike Samuel Eze, Lior Shamir | Published: 2024-05-08
The Performance of Sequential Deep Learning Models in Detecting Phishing Websites Using Contextual Features of URLs
Authors: Saroj Gopali, Akbar S. Namin, Faranak Abri, Keith S. Jones | Published: 2024-04-15
“Are Adversarial Phishing Webpages a Threat in Reality?” Understanding the Users’ Perception of Adversarial Webpages
Authors: Ying Yuan, Qingying Hao, Giovanni Apruzzese, Mauro Conti, Gang Wang | Published: 2024-04-03
A Sophisticated Framework for the Accurate Detection of Phishing Websites
Authors: Asif Newaz, Farhan Shahriyar Haq, Nadim Ahmed | Published: 2024-03-13
KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection
Authors: Yuexin Li, Chengyu Huang, Shumin Deng, Mei Lin Lock, Tri Cao, Nay Oo, Hoon Wei Lim, Bryan Hooi | Published: 2024-03-04 | Updated: 2024-06-15
Teach LLMs to Phish: Stealing Private Information from Language Models
Authors: Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yaoqing Yang, Prateek Mittal | Published: 2024-03-01
ChatSpamDetector: Leveraging Large Language Models for Effective Phishing Email Detection
Authors: Takashi Koide, Naoki Fukushi, Hiroki Nakano, Daiki Chiba | Published: 2024-02-28 | Updated: 2024-08-23
An Investigation into the Performances of the State-of-the-art Machine Learning Approaches for Various Cyber-attack Detection: A Survey
Authors: Tosin Ige, Christopher Kiekintveld, Aritran Piplai | Published: 2024-02-26 | Updated: 2024-05-10