Privacy-Preserving Technology Courses and Certifications

Hausdorff Center for Mathematics

The Strange Case of Privacy in Equilibrium Models

Explores counterintuitive effects of privacy in targeted advertising, revealing how increased privacy can paradoxically lead to more information disclosure and unexpected economic outcomes.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Simons Institute

Doubly Efficient Private Information Retrieval and Fully Homomorphic RAM Computation from Ring LWE

Explores innovative cryptographic solutions for private internet searches, combining efficient data structures with Ring LWE-based encryption to enable secure, scalable information retrieval.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Data Science Dojo

Pediatric Moonshot - Global, Real-Time, Privacy-Preserving Applications for Children's Medicine

Exploring innovative AI applications in pediatric medicine using privacy-preserving, decentralized edge cloud technology to improve global healthcare equity and enable real-time diagnosis and treatment.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

IEEE

Transparent Polynomial Delegation and Its Applications to Zero Knowledge Proof

Explore transparent polynomial delegation for zero-knowledge proofs, including constructions, applications to verifiable secret sharing, and comparisons with other ZKP systems.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

USENIX

XRD - Scalable Messaging System with Cryptographic Privacy

Scalable messaging system offering cryptographic privacy, using parallel mix networks and novel techniques to support millions of users with low latency while protecting communication metadata.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

IEEE

SoK - Let the Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning

Explore data inference privacy in machine learning through a unified framework, examining various attack and defense strategies to enhance understanding of privacy risks and protections.

• YouTube
• 15 minutes
• Self-Paced
• Conference Talk

IEEE

Not Yet Another Digital ID - Privacy-Preserving Humanitarian Aid Distribution

Explore privacy-preserving techniques for humanitarian aid distribution, focusing on protecting beneficiaries' identities while ensuring efficient and secure aid delivery.

• YouTube
• 19 minutes
• Self-Paced
• Conference Talk

IEEE

Spectral-DP - Differentially Private Deep Learning through Spectral Perturbation and Filtering

Explore innovative techniques for enhancing privacy in deep learning through spectral perturbation and filtering, balancing data protection with model performance.

• YouTube
• 17 minutes
• Self-Paced
• Conference Talk

IEEE

Flamingo - Multi-Round Single-Server Secure Aggregation with Applications to Private Federated Learning

Explore secure aggregation techniques for private federated learning, focusing on multi-round, single-server approaches and their applications in preserving data privacy.

• YouTube
• 16 minutes
• Self-Paced
• Conference Talk

USENIX

ReClaim - A Privacy-Preserving Decentralized Social Network

Explore ReClaim, a decentralized social network that prioritizes privacy through homomorphic encryption and peer-to-peer connections, enabling secure communication and data sharing without centralized control.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

BSidesLV

Lessons Drawn From Cybersecurity in the Rise of Privacy Tech

Explore lessons from cybersecurity applied to privacy tech, discussing compliance, product excellence, and the evolving relationship between privacy and security in business contexts.

• YouTube
• 52 minutes
• Self-Paced
• Conference Talk

USENIX Enigma Conference

Browser Privacy: Opportunities and Tradeoffs - Panel Discussion

Panel discussion exploring browser privacy approaches, engineering challenges, and tradeoffs from experts at Brave, Edge, Firefox, and Chrome. Insights on enhancing user privacy while balancing functionality.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

USENIX Enigma Conference

Implementing Differential Privacy for the 2020 US Census

Explore the implementation of differential privacy for the 2020 US Census, including technical challenges, organizational hurdles, and the development of innovative algorithms to protect respondent privacy.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

USENIX Enigma Conference

Gone, But Not Forgotten - Technical and Practical Challenges in Operationalizing Modern Privacy Rights

Explore challenges in implementing data privacy laws like CCPA and GDPR in complex systems, addressing ambiguities and providing insights for engineers on operationalizing modern privacy rights.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

New Constructions for Forward and Backward Private Symmetric Searchable Encryption

Explore advanced techniques for dynamic symmetric searchable encryption, focusing on forward and backward privacy to enhance data security in cloud environments.

• YouTube
• 24 minutes
• Self-Paced
• Free Video