Mithridatium is an open-source ML security project developed to help users detect hidden backdoors in pretrained machine learning models. The project focuses on image classification models and provides a practical way to run several backdoor detection methods, generate reports, and make model integrity easier to evaluate before deployment.
Code and Coffee is an informal and inclusive meetup that invites tech enthusiasts from all backgrounds and skill levels to connect, share ideas, and learn from one another. The event offers a welcoming atmosphere where people can learn something new, whether they're beginners or experienced professionals.
It was organized by JerMarco Britton and Denis Ikovlev.
Open-source projects thrive on collaboration, innovation, and inclusivity. To ensure their sustainability and ethical development, well-defined governance structures are essential. I recently led a team discussion on open-source governance, focusing on key aspects like community participation, licensing, and decision-making processes.