Private Set Intersection Courses and Certifications

Simons Institute

The Concrete Security of Two-Party Computation - Simple Definitions and Tight Proofs for PSI and Related Protocols

Explore concrete security in two-party computation with simple definitions and tight proofs for Private Set Intersection protocols and OPRF-based constructions.

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

Association for Computing Machinery (ACM)

Efficient Batched Oblivious PRF with Applications to Private Set Intersection

Explores efficient batched oblivious PRF for private set intersection, presenting novel protocols and discussing security implications and comparisons with existing methods.

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

Alan Turing Institute

Solving Private Set Intersection via Cuckoo Hashing - Benny Pinkas, Bar-Ilan University, Israel

Explore private set intersection protocols, including custom and generic MPC approaches, with a focus on Cuckoo hashing for efficient computation of PSI variants in cryptography and security.

• YouTube
• 1 hour
• On-Demand
• Free Video

Simons Institute

FHE and Private Set Intersection

Explore advanced cryptographic techniques for secure data comparison, focusing on Private Set Intersection and Fully Homomorphic Encryption applications in contact discovery.

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

USENIX

Protecting User Privacy in Private Set Intersection - A Journey Toward Mitigating User Tracking

Explore DPCA-PSI, a novel protocol enhancing privacy in Private Set Intersection. Learn how it securely computes intersection statistics while preserving differential privacy, mitigating user tracking risks in ad measurement and data sharing.

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

Simons Institute

Distance-Aware Oblivious Transfer with Application to Fuzzy Private Set Intersection

Discover a novel framework for fuzzy private set intersection using distance-aware oblivious transfer, enabling secure computation over imprecise data like GPS coordinates.

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

Simons Institute

Updatable Private Set Intersection

Discover how two parties can securely compute set intersections while preserving privacy, with efficient updates that scale with changes rather than entire datasets.

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

TheIACR

Improved Private Set Intersection against Malicious Adversaries

Explore advanced techniques for secure private set intersection, focusing on enhanced protection against malicious adversaries in cryptographic protocols.

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

Yannic Kilcher

How Apple Scans Your Phone and How to Evade It - NeuralHash CSAM Detection Algorithm Explained

Detailed exploration of Apple's CSAM detection system, analyzing its technical aspects, privacy measures, and potential weaknesses. Covers NeuralHash, private set intersection, and threshold secret sharing.

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

media.ccc.de

Fantastic OPRFs and Where to Find Them - Exploring Oblivious Pseudo-Random Functions

Explore Oblivious Pseudo-Random Functions (OPRFs), their properties, and applications in cryptographic protocols. Learn about free software implementations and standardization efforts in this exciting field.

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

Alan Turing Institute

Privacy-Preserving Information Sharing - Tools and Applications

Explore privacy-preserving techniques for secure information sharing, including two-party computation, private set intersection, and authorized PSI, with applications in collaborative anomaly detection.

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

TheIACR

Efficient Circuit-Based PSI with Linear Communication

Explore efficient circuit-based Private Set Intersection techniques with linear communication, applicable to Google Ads and Google Pay, featuring oblivious PRF and optimization strategies.

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

linux.conf.au

Privacy Preserving IoT

Explore privacy-preserving IoT technologies and strategies to protect personal data, empower individuals, and challenge Big Data dominance in the digital age.

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

MLOps.community

Unleashing Sensitive Datasets with Distributed Data Science

Explore distributed data science techniques for extracting value from sensitive datasets while maintaining privacy and security. Learn about federated machine learning, secure aggregation, and practical applications in various configurations.

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

TheIACR

PSI Protocols and KEM

Explore cutting-edge cryptographic research on Private Set Intersection (PSI) protocols and Key Encapsulation Mechanisms (KEM) from leading experts at Asiacrypt 2024.

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