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.
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.
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.
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.
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.
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.
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.
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.
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.
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.