PEPR (Privacy Engineering Practice and Respect) Talks & Presentations

USENIX

Improving Usability of Differential Privacy at Scale

Explore a framework enhancing Differential Privacy usability, allowing practitioners to visualize privacy-utility trade-offs and simplify complex concepts for better implementation and understanding.

• YouTube
• 21 minutes
• On-Demand
• Conference Talk

USENIX

Privacy Architecture for Data-Driven Innovation Configure

Learn how to build a comprehensive privacy governance program for data collection and sharing, balancing innovation with user trust and legal compliance in decentralized workplaces.

• YouTube
• 20 minutes
• On-Demand
• Conference Talk

USENIX

Negotiating Privacy - Utility Trade-Offs under Differential Privacy

Explore privacy/utility trade-offs in differential privacy through a real IRS-DOE case study, examining challenges faced by data custodians when establishing data release standards.

• YouTube
• 17 minutes
• On-Demand
• Conference Talk

USENIX

A Differentially Private Data Analytics API at Scale

LinkedIn's privacy system uses differential privacy to protect member data while providing audience engagement insights, enabling marketing analytics with user-level privacy guarantees and strict budget management.

• YouTube
• 21 minutes
• On-Demand
• Conference Talk

USENIX

How to -In-Effectively Convey Privacy Choices with Icons and Link Text

Explore effective privacy communication through icons and text, examining research methods, findings, and lessons learned for clear, concise privacy choice conveyance.

• YouTube
• 20 minutes
• On-Demand
• Conference Talk

USENIX

How We Can Save Anonymization - Principles for Effective Data Protection

Exploring effective data anonymization techniques to restore trust in privacy protection. Discusses operational principles for reliable anonymization methods, addressing past failures and skepticism.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Optimizing Kubernetes Operators and Admission Control with Pepr

Learn to optimize Kubernetes with Pepr, a TypeScript framework for building controllers. Explore object mutation, validation, and efficient operator creation for enhanced cluster management.

• YouTube
• 37 minutes
• On-Demand
• Free Video