How I Created My Clone Using AI - Next-Gen Social Engineering
Conference: BlackHat USA 2020
2020-08-06
Summary
The speaker demonstrates how to create a bot using AI that can impersonate a person online and do social engineering. The talk is inspired by an episode of Black Mirror and the speaker releases their AI notebooks as open source for attendees to experiment with.
- The speaker works on behavioral science and uses AI to profile a person based on their behavior to protect their identity and prevent identity fraud.
- The speaker demonstrates a live demo of creating a bot that talks like them and can be used for social engineering attacks.
- The speaker uses multiple data sources like WhatsApp chat history, Facebook chat history, and LinkedIn discussions to create a structure for the bot's responses.
- The speaker uses open source chatbot framework called Chatterbot to handle historical data and conversations.
- The speaker uses Rasa's custom actions component to call third-party APIs like Wikipedia to gather data and identify responses.
- The speaker discusses free flow conversations and mentions two models, PaulAI and Dialog GPT, that can be used for open domain chatbots.
- The speaker releases their AI notebooks as open source for attendees to experiment with.
Abstract
This talk is inspired by an episode of Black Mirror. I will be demonstrating a live demo creating a bot who talks like me and can be used to impersonate me online and do social engineering. I will be showing a live demo of how to a create such bots over text, voice or video and walk through various techniques which the attendees can use to create such smart social engineering attacks.I will also release my github of the AI notebooks as open source for the attendees to try out and experiment.
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