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AI programs, built using large language models, make it possible to automatically create phishing emails based on a few data points about a user.
“Why phishing works”
Rachna Dhamija, J.. Tygar and Marti Hearst · 2006
Earlier work this paper cites.
“Phishing dark waters: The offensive and defensive sides of malicious Emails”
Christopher Hadnagy and Michele Fincher · 2015
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“Could what happened to sony happen to us?”
Walter Houser · 2015
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“Social Engineering: The Science of Human Hacking”
Christopher Hadnagy · 2018
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“Why is phishing still successful?”
Akashdeep Bhardwaj et al · 2021
Earlier work this paper cites.
“URLTran: Improving Phishing URL Detection Using Transformers”
Pranav Maneriker et al · 2021
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URL: https://www.campaignmonitor.com/resources/guides/email-marketing-benchmarks/
“Email Marketing Benchmarks and Statistics for 2022 — Campaign Monitor” · 2022
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“Phisherman: Phishing Link Scanner”
Christian Escoses et al · 2022
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“Targeted Phishing Campaigns using Large Scale Language Models”, 2022
Rabimba Karanjai · 2022
Cited alongside, same era.
“LMs go Phishing: Adapting Pre-trained Language Models to Detect Phishing Emails”
Kanishka Misra and Julia Rayz · 2022
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“Cybersecurity threatscape: Q3 2022”, 2022
Positive Technologies · 2022
Cited alongside, same era.
“The Weakest Link: How to Diagnose, Detect, and Defend Users from Phishing”
Arun Vishwanath · 2022
Cited alongside, same era.
“PaLM 2 Technical Report”, 2023
Rohan Anil et al · 2023
Cited alongside, same era.
“Generating Personalized Phishing Emails for Social Engineering Training Based on Neural Language Models”
Shih Guo et al · 2023
Closest in time.
“Large Language Models Can Be Used To Effectively Scale Spear Phishing Campaigns”, 2023
Julian Hazell · 2023
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“Detecting Phishing Sites Using ChatGPT”, 2023
Takashi Koide et al · 2023
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“Fundamentals of Generative Large Language Models and Perspectives in Cyber-Defense”, 2023
Andrei Kucharavy et al · 2023
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“GPT-4 Technical Report”, 2023
OpenAI · 2023
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“Generating Phishing Attacks using ChatGPT”, 2023
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URL: https://www.reuters.com/business/mgm-expects-cybersecurity-issue-negatively-impact-third-quarter-earnings-2023-10-05/
“Casino giant MGM expects $100 million hit from hack that led to data breach — Reuters” · 2023
Cited alongside, same era.
URL: https://mailchimp.com/resources/email-marketing-benchmarks/
“Email Marketing Statistics & Benchmarks — Mailchimp”
Cited in the paper.
“LLaMA: Open and Efficient Foundation Language Models”
Hugo Touvron et al
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Sayak Roy, Krishna Naragam and Shirin Nilizadeh · 2023
Closest in time.
“A Large-Scale Pretrained Deep Model for Phishing URL Detection”
Yanbin Wang et al · 2023
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