Secure Multi-Party Computation Courses and Certifications

Simons Institute

New Techniques for Building Information-Theoretic Asynchronous MPC with Linear Communication

Discover new techniques for constructing information-theoretic asynchronous multi-party computation protocols that achieve optimal linear communication complexity.

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

TheIACR

The Price of Low Communication in Secure Multi-Party Computation

Explore the impact of limited communication in secure multi-party computation, examining adversarial models, corruption types, and their implications for protocol design and security.

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

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

ACCU Conference

Introduction to Secure Multi-Party Computation

Explore secure multi-party computation techniques for joint calculations on private data without revealing inputs. Learn about homomorphic encryption, garbled circuits, and secret sharing.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Conference Talk

USENIX

Secure FLOATING - Scalable Federated Learning Framework for Real-time Trust in Mobility Data using Secure Multi-Party Computation and Blockchain

Discover how federated learning and blockchain create real-time trust verification for connected vehicles and mobility devices while preserving user privacy through secure computation.

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

TheIACR

Secure Multi-Party Computation and Secret Sharing - Session 1 and 2

Explore the fundamentals of Multi-Party Computation and Secret Sharing techniques in cryptography, including key concepts, applications, and recent advancements in the field.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

TheIACR

Large Scale Secure Computation - Multi Party Computation for Parallel RAM Programs

Explore secure multi-party computation techniques for parallel RAM programs, focusing on large-scale applications and advanced cryptographic protocols.

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

TheIACR

Efficient Multi Party Computation - From Passive to Active Security via Secure SIMD Circuits

Explore advanced techniques in multi-party computation, focusing on the transition from passive to active security through secure SIMD circuits.

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

TheIACR

Non-Interactive Secure Multi-Party Computation - Eurocrypt 2023 Session

Explore cutting-edge advancements in non-interactive secure multi-party computation, including reusable NISC, witness encryption, and overcoming limitations in two-party and multi-party settings.

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

TheIACR

Asymptotic versus Concrete Security - A Tale of Two Cultures, A New Direction for Multi-Party Secure Computation, and the Broader Context of Our Work

Explore asymptotic versus concrete security in multi-party computation through Mihir Bellare's invited talk at PKC 2025, examining two security cultures and new directions.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

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

OWASP Foundation

Data as a New Security Boundary - Cryptography and Supporting Controls

Explore data security through cryptography as a boundary, covering end-to-end encryption, application-level protection, and supporting controls for real-world implementation across various contexts.

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

Google TechTalks

Federated Learning with Formal User-Level Differential Privacy Guarantees

Explore federated learning with user-level differential privacy guarantees. Discover scalable algorithms for industrial workloads in data privacy and machine learning.

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

TheIACR

Privacy-Preserving Machine Learning Workshop - Invited and Contributed Talks

Explore cutting-edge research in privacy-preserving machine learning with expert talks and contributions at PPML 2023, covering innovative techniques and advancements in the field.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Video

TheIACR

Low-Communication Algorithms for Private Federated Data Analysis - Invited Talk

Low-communication algorithms for private federated data analysis, offering optimal accuracy guarantees while preserving privacy in distributed settings.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video