USENIX Courses

Cache-22: Doing Privacy Engineering with Privacy Standards

Explores privacy engineering practices through interviews, highlighting diverse responsibilities, use of standards, and organizational relationships. Reveals focus on legal compliance over policy development.

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

Don't End Up in the PETs Cemetery - Privacy Enhancing Technologies Spectrum

Explores Privacy Enhancing Technologies' spectrum, focusing on multi-party computation and private relays. Discusses FTC's stance and emphasizes accurate privacy claims for companies using PETs.

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

A New Model for International, Privacy-Preserving Data Science

Explore a groundbreaking approach to international data analysis using privacy-preserving technologies, enabling secure collaboration between statistical organizations without direct data access.

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

Empowered User Control: Learnings from Building Event Level Deletion

Explore Meta's new privacy initiative enabling users to delete ad interaction history, impacting data infrastructure and feature representation in Facebook's ad ranking system.

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

Consent Management at Airbnb - Building a Scalable Platform for GDPR Compliance

Explore Airbnb's Consent Management Platform, designed to address GDPR compliance and user privacy. Learn about its data model, API, and scalability for various consent scenarios.

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

Automating Technical Privacy Reviews Using LLMs

Exploring LLM automation for technical privacy reviews: efficiency gains, challenges, and limitations in agile environments. Insights from Uber and HERE Technologies on triage processes and AI integration.

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

Lineage Quality Measurement for Privacy Engineering

Exploring a framework for measuring lineage performance in data systems, aiding product teams and privacy engineers in selecting effective approaches for privacy protection.

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

FTC, Privacy, and You - Understanding the Federal Trade Commission's Role

Explore the FTC's role in privacy and technology, including its dual mandate, the new Office of Technology, and how privacy engineers support the agency's mission.

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

Anonymization Aspects of a Low-latency VoIP Security Analytics System

Explore privacy-preserving techniques for VoIP security analytics, focusing on end-to-end encryption of PII while maintaining analytical capabilities and low latency in threat detection and response.

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

Designing a Data Subject Access Rights Tool

Exploring challenges in data subject access requests and proposing user-friendly solutions for better understanding and control of personal data collected by companies.

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

Learning and Unlearning Your Data in Federated Settings

Explore federated learning and unlearning approaches for collaborative AI model training while preserving data privacy. Analyze methods for removing data inputs in distributed settings to comply with regulations.

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

Approaches and Challenges to Purpose Limitation across Diverse Data Uses

Explore Meta's innovative solutions for purpose limitation in data privacy, addressing challenges of scale, granularity, and conditional flows through annotation-based policy checks.

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

Why "Safety"? How We Use Measurement to Advance Governance of Technology

Explore Internet Safety Labs' approach to software safety, including measurement methodologies, app safety labels, and data collection techniques for advancing technology governance.

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

Compute Engine Testing with Synthetic Data Generation

Explore Meta's innovative testing framework using privacy-safe synthetic data for compute engines, enhancing regression detection, test coverage, and release cycles in data warehousing.

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

Lessons Learned Deploying the Global Privacy Control to Millions of Customers

Insights on implementing Global Privacy Control at scale, covering standard overview, deployment challenges, and key learnings from Amazon's experience with millions of users.

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