Detecting Deepfakes Using Machine Learning on Audio 

In this talk, I will go over deepfake audios and the impact it has on society. The continuous advancements made in deepfake technology have led to many unprecedented privacy and security issues, including false information generated quickly and cheaply using generative AI (ChatGPT). I will be going over my project which focuses on detecting deepfake audio through lexical content using machine learning.

Sneha is currently a Junior at Cupertino High School. She is a two-time AIME qualifier and enjoys playing basketball. She is also currently President & Founder of GirlsNAI and in USACO Silver Level.