Secure Computation Courses and Certifications

Alan Turing Institute

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.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Alan Turing Institute

Secure Computation with RAMs - Dr. Mariana Raykova, Yale University

Explore secure computation techniques for protecting private data, including ORAM constructions and encrypted search schemes. Learn about cryptographic advancements for efficient and privacy-preserving data processing.

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

TheIACR

Secure Computation

Explore resource-restricted cryptography, efficient constructions, and secure computation techniques in this comprehensive overview of advanced cryptographic concepts.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

TheIACR

Multiparty Computation 2

Explore advanced multiparty computation techniques, including stacked garbling and improved primitives, in this in-depth presentation and discussion.

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

Association for Computing Machinery (ACM)

Compressing Vector OLE

Explore secure two-party protocols for vector oblivious linear evaluation, its applications, and improvements in pseudorandom correlations and sparse vector-OLE generation.

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

IEEE

GraphSC: Parallel Secure Computation Made Easy

Parallel secure computation framework for efficient, oblivious execution of graph-based algorithms on large datasets, enabling practical big data analysis with minimal privacy leakage.

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

TheIACR

The IPS Compiler - Optimizations, Variants and Concrete Efficiency

Explore optimizations, variants, and concrete efficiency of the IPS compiler for secure multi-party computation protocols, focusing on improved watchlist setup and covert adversary security.

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

TheIACR

Secure Computation on the Web- Computing without Simultaneous Interaction

Explore secure computation in client-server models, addressing limitations and presenting practical protocols for web-based scenarios without simultaneous client interaction.

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

TheIACR

On the Feasibility of Consistent Computations

Explore the feasibility of consistent computations in cryptography, covering privacy, two-party security models, and complaint handling, with insights on construction and simulation.

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

Applied Cryptography

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Cryptography is present in everyday life, from paying with a credit card to using the telephone. Learn all about making and breaking puzzles in computing.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

USENIX

GAZELLE - A Low Latency Framework for Secure Neural Network Inference

Efficient framework for secure neural network inference combining homomorphic encryption and two-party computation, outperforming existing systems in speed while preserving privacy for cloud-based machine learning.

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

USENIX

MAGE - Nearly Zero-Cost Virtual Memory for Secure Computation

MAGE: An execution engine for secure computation, enabling efficient processing of large-scale encrypted data by leveraging oblivious memory access patterns to optimize virtual memory management.

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

Simons Institute

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.

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

Simons Institute

Homomorphic Encryption in the SPDZ Protocol for MPC

Explore homomorphic encryption in SPDZ protocol for secure multi-party computation, covering threshold encryption, distributed decryption, and zero-knowledge proofs for improved security and efficiency.

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

TheIACR

Fast Large Scale Honest Majority MPC for Malicious Adversaries

Explore advanced techniques for secure multi-party computation, focusing on fast, large-scale protocols resistant to malicious adversaries. Learn about cheating detection, optimization, and efficient sum-of-products computation.

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