From the course: Machine Learning for Red Team Hackers by Infosec
Join today to access over 24,900 courses taught by industry experts.
Assignment: Backdoor attacks on machine learning video
From the course: Machine Learning for Red Team Hackers by Infosec
Assignment: Backdoor attacks on machine learning video
(upbeat music) - In your next assignment, you're going to be creating a backdoor attack on a machine learning model. The assignment is pretty self-explanatory, but just in case we have here the AMIST dataset. Your goal will be to poison the dataset by following these instructions, and then train the model, in this case, a neural network, so it performs well on the original dataset and on the poison dataset. And as a result, your poisoning dataset will be your backdoor. In case you get stuck, the solution can be found in this other file called Backdoor Attacks and Learning Assignment Solution, but it should be pretty straightforward. Good luck. Have fun. (upbeat music)
Download courses and learn on the go
Watch courses on your mobile device without an internet connection. Download courses using your iOS or Android LinkedIn Learning app.
