Module #1 Introduction to Secure Multi-Party Computation Overview of secure multi-party computation, its importance, and applications
Module #2 Basic Cryptographic Primitives Review of cryptographic primitives such as encryption, decryption, and digital signatures
Module #3 Security Models and Threats Discussion of security models, threat models, and adversary models in MPC
Module #4 MPC Basics:Yaos Millionaires Problem Introduction to Yaos Millionaires problem and its significance in MPC
Module #5 Homomorphic Encryption Introduction to homomorphic encryption, its types, and applications in MPC
Module #6 Garbled Circuits Introduction to Garbled Circuits, its construction, and evaluation
Module #7 Oblivious Transfer Introduction to Oblivious Transfer, its types, and applications in MPC
Module #8 Secret Sharing Introduction to Secret Sharing, its types, and applications in MPC
Module #9 Secure Multi-Party Computation Protocols Overview of secure multi-party computation protocols, including GMW and BMR
Module #10 GMW Protocol:The Goldreich-Micali-Wigderson Protocol In-depth analysis of the GMW protocol, its construction, and security
Module #11 BMR Protocol:The Beaver-Micali-Rogaway Protocol In-depth analysis of the BMR protocol, its construction, and security
Module #12 Two-Party Computation:The Yao Protocol In-depth analysis of the Yao protocol, its construction, and security
Module #13 Multi-Party Computation:The BGW Protocol In-depth analysis of the BGW protocol, its construction, and security
Module #14 Secure MPC in the Real World:Case Studies Real-world examples and case studies of secure MPC applications
Module #15 MPC for Specific Tasks:Secure Voting and Auctions Secure MPC protocols for specific tasks such as voting and auctions
Module #16 MPC for Machine Learning Secure MPC protocols for machine learning, including secure neural networks
Module #17 MPC for Data Analytics Secure MPC protocols for data analytics, including secure data aggregation and statistical analysis
Module #18 MPC in Blockchain and Distributed Ledgers Secure MPC protocols in blockchain and distributed ledger technology
Module #19 Implementation and Optimization of MPC Protocols Practical considerations and optimization techniques for implementing MPC protocols
Module #20 Security Analysis and Attack Models Security analysis and attack models for MPC protocols, including side-channel attacks
Module #21 Fairness and Privacy in MPC Fairness and privacy considerations in MPC, including fairness metrics and privacy-preserving protocols
Module #22 Advanced Topics in MPC:Functional Encryption and Homomorphic Signatures Advanced topics in MPC, including functional encryption and homomorphic signatures
Module #23 Research Directions and Open Challenges Current research directions and open challenges in MPC
Module #24 Implementation and Tools for MPC Overview of implementation tools and frameworks for MPC, including MPyC and SCALE-MAMBA
Module #25 Course Wrap-Up & Conclusion Planning next steps in Secure Multi-Party Computation and Protocols career
