Secure Multi-Party Computation Courses and Certifications

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

TheIACR

Computer Aided Verification and Software Synthesis for Secure Multi Party Computation Protocols

Explore computer-aided verification and software synthesis for secure multi-party computation protocols, focusing on high-assurance implementations and formal proofs using EasyCrypt and automated toolchains.

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

IEEE

CrypTFlow - Secure TensorFlow Inference

Secure TensorFlow inference system converting code to MPC protocols. Enables privacy-preserving machine learning on real-world neural networks with improved performance and security guarantees.

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

IEEE

SoK - General Purpose Frameworks for Secure Multi-Party Computation

Explore secure multi-party computation frameworks, their capabilities, and challenges. Learn about high-level abstractions for executing MPC protocols on arbitrary functions across various systems.

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

TheIACR

Multi-Party Computation - Session 2

Explore advanced concepts in multi-party computation at TCC 2023, featuring cutting-edge research presentations and discussions on secure distributed computing protocols.

• YouTube
• 1 hour 35 minutes
• On-Demand
• Free Video

TheIACR

Efficient MPC Constructions - Eurocrypt 2023 Session

Explore cutting-edge advancements in secure multi-party computation protocols, focusing on efficiency improvements and novel constructions in cryptography.

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

TheIACR

Secure Multi-Party Computation

Explore cutting-edge research in secure multi-party computation at Eurocrypt 2024, featuring presentations on advanced cryptographic protocols and collaborative data analysis techniques.

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

IEEE

Don't Eject the Impostor: Fast Three-Party Computation with a Known Cheater

Explore fast three-party computation techniques with a known cheater, enhancing security and efficiency in multi-party protocols.

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

Secure Computation: Part II

Advanced secure multi-party computation protocols for active adversaries, covering broadcast, Byzantine agreement, verifiable secret-sharing, and state-of-the-art MPC techniques with applications.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

NPTEL;  Indian Institute of Information Technology, Bangalore

Secure Computation: Part I

Explore cryptographic techniques for secure multi-party computation on sensitive data, covering secret sharing, oblivious transfer, and various protocols for distributed computation without revealing private information.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

IEEE

Correlated Pseudorandom Functions from Variable-Density LPN

Explore correlated pseudorandom functions and variable-density LPN, delving into weak PRFs, secure multi-party computation, and pseudorandom correlation generators for enhanced cryptographic security.

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

Association for Computing Machinery (ACM)

Advanced Cryptography: Promise and Challenges

Explore advanced cryptography beyond communication security, including zero knowledge and secure multi-party computation. Learn about its potential, performance, and current usability challenges.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

TheIACR

Secure Multi-Party Quantum Computation with a Dishonest Majority

Explore quantum multi-party computation protocols, focusing on Clifford codes, authentication tests, and magic-state generation for secure computations with dishonest participants.

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

TheIACR

Combiners for Functional Encryption, Unconditionally

Explore cryptographic combiners for functional encryption, focusing on new approaches and challenges in secure multi-party computation and input-local MPC.

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

USENIX Enigma Conference

Cryptographically Secure Data Analysis for Social Good

Secure multi-party computation enables analysis of sensitive salary data to calculate pay disparities while maintaining confidentiality, demonstrating potential for social impact in privacy-constrained contexts.

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