Privacy-Preserving Methods - Building Secure Projects
Explore privacy-preserving methods for building secure projects in this PyCon US talk by Rebeca Sarai. Delve into the growing importance of data anonymity and privacy laws, including PCI compliance, GDPR, and LGPD. Learn about the challenges of handling sensitive data across various environments and the risks of unauthorized access. Discover techniques for managing data while securing users' personal information, including anonymization and pseudonymization methods such as k-anonymity and differential privacy. Gain insights into protecting privacy in machine learning models and understand why solving the anonymity problem goes beyond simply replacing identifying information. Access accompanying slides and resources to further enhance your understanding of building secure, privacy-conscious projects.