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Countermeasures to discuss with business and IT colleagues may relate to authentication on the vulnerable model API endpoint, throttling/rate-limiting of the vulnerable model API and monitoring the model's production scoring queue for random data and training data, if possible.\\ -\noindent \textbf{Your deliverables are due Saturday, June 21\textsuperscript{st}, at 11:59 PM ET.}\\ +\noindent \textbf{Your deliverables are due Wednesday, June 21\textsuperscript{st}, at 11:59 PM ET.}\\ \noindent Note that you may also improve Assignment 1 or 3 scores throughout the Summer I Session to improve your ranking, your Assignment 1 grade, your Assignment 3 grade, and your final project grade. Moving forward, you'll need to be able to show that your new predictions preserve AIR $>$ 0.8 for all protected groups.