DEF CON 29 - Eugene Lim, Glenice Tan, Tan Kee Hock - Hacking Humans with AI as a Service
Channel: DEFCONConference
Date: 2021-08-05

As the proliferation of Artificial Intelligence as a Service (AIaaS) products such as OpenAI's GPT-3 API places advanced synthetic media generation capabilities in the hands of a global audience at a fraction of the cost, what does the future hold for AI-assisted social engineering attacks? In our talk, we will present the nuts and bolts of an AIaaS phishing pipeline that was successfully deployed in multiple authorized phishing campaigns. Using both paid and free services, we emulated the techniques that even low-skilled, limited resource actors could adopt to execute effective AI-assisted phishing campaigns at scale. By repurposing easily-accessible personality analysis AIaaS products, we generated persuasive phishing emails that were automatically personalized based on a target's public social media information and created by state-of-the-art natural language generators. We will also discuss how an AI-assisted phishing workflow would impact traditional social engineering teams and operations. Finally, we look at how AIaaS suppliers can mitigate the misuse of their products.

REFERENCES
1. T. Karras, S. Laine, and T. Aila, “A Style-Based Generator Architecture for Generative Adversarial Networks,” arXiv:1812.04948 [cs.NE], 2019.
2. S. Gehrmann, H. Strobelt, and A. M. Rush, “GLTR: Statistical Detection and Visualization of Generated Text,” arXiv:1906.04043 [cs.CL], 2019.
3. G. Jawahar, M. Abdul-Mageed, and L. V. S. Lakshmanan, “Automatic Detection of Machine Generated Text: A Critical Survey,” arXiv:2011.01314 [cs.CL], 2020.
4. J. Seymour and P. Tully, “Weaponizing Data Science for Social Engineering: Automated E2E Spear Phishing on Twitter,” 2016.
5. P. Tully and F. Lee, “Repurposing Neural Networks to Generate Synthetic Media for Information Operations,” 2020.
6. OpenAI, “OpenAI Charter,” OpenAI, 09-Apr-2018. [Online]. Available: https://openai.com/charter/.
7. G. Brockman, M. Murati, and P. Welinder, “OpenAI API,” OpenAI, 11-Jun-2020. [Online]. Available: https://openai.com/blog/openai-api/.
8. A. Pilipiszyn, “GPT-3 Powers the Next Generation of Apps,” OpenAI, 25-Mar-2021. [Online]. Available: https://openai.com/blog/gpt-3-apps/.

Would like to thank contributing author Timothy Lee
Timothy is a security researcher who likes to break things and tries to understand how the system works during the process. In the past year, he is researching with iOS security and is starting his journey on iOS vulnerability research. Additionally, he has contributed to red team social engineering operations and security tooling, with practical experience in vishing and in-person social engineering. https://www.linkedin.com/in/timothylee0/