Account Blocked on AMD AI Academy - Jupyter Security Violation (False Positive)

[rthgit]

Account Information

• AMD AI Academy Account Name: Christian Quintino De Luca
• GitHub Username: rthgit
• Associated GitHub Profile: https://github.com/rthgit

Description of the Issue

Hello AMD Support Team,

My account on the AMD AI Academy has been automatically blocked due to a security violation flag while I was working on the practical labs. This appears to be a false positive triggered by the automated infrastructure protection system.

I have been dedicatedly following the learning paths and have successfully completed 12 courses so far. The block occurred consecutively while I was actively progressing through the intermediate course: "Triton Kernel Development On AMD Instinct GPUs" (currently at 33% progress).

I was simply executing the notebook cells as instructed by the course material. I did not run any malicious code, external unauthorized network requests, or infinite resource-heavy loops intentionally. It is highly likely that the rapid execution of multiple course labs or specific kernel optimization code triggered an automated security flag.

Steps to Reproduce / Context

1. Logged in via GitHub (rthgit).
2. Progressed through multiple courses sequentially.
3. While running the environment for Triton Kernel Development On AMD Instinct GPUs, the notebook disconnected and redirected to the "Account Blocked" screen.

Screenshots

(Note: Please drag and drop your screenshots image_3f488d.png and image_3f4be9.png right here in the GitHub text editor so the developers can see them directly)

I kindly request a manual review of my Jupyter notebook environment activity and the reinstatement of my account so I can continue my training.

Thank you for your time and assistance!