Protecting Privacy through Homomorphic Encryption

Part 1: Introduction to Homomorphic Encryption (Dai).- Part 2: Homomorphic Encryption Security Standard: Homomorphic Encryption Security Standard (Laine).- Part 3: Applications of Homomorphic Encryption: Privacy-preserving Data Sharing and Computation Across Multiple Data Providers with Homomorphic Encryption (Troncoso-Pastoriza).- Secure and Confidential Rule Matching for Network Traffic Analysis (Jetchev).- Trusted Monitoring Service (TMS) (Scott).- Private Set Intersection and Compute (Kannepalli).- Part IV Applications of Homomorphic Encryption (at the Private AI Bootcamp): Private Outsourced Translation for Medical Data (Viand).- HappyKidz: Privacy Preserving Phone Usage Tracking (Hastings).- i-SEAL2: Identifying Spam EmAiL with SEAL (Froelicher).- PRIORIS: Enabling Secure Suicidal Ideation Detection from Speech using Homomorphic Machine Learning (Natarajan).- Gimme That Model!: A Trusted ML Model Trading Protocol (Lee).- HEalth: Privately Computing on Shared Healthcare Data (Hales).- Private Movie Recommendations for Children (Wagh S).- Privacy-Preserving Prescription Drug Management Using Homomorphic Encryption (Youmans).

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• Privacidade e protecção de dados
• Modelação matemática
• Teoria da codificação e criptologia
• Encriptação de dados
• Teoria dos números
• Geometria algébrica

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