Gender Based Violence Courses

TheIACR

Lattice-Based Cryptography

Explore lattice-based cryptography, focusing on NewHope algorithm, hardware designs, and optimizations for post-quantum cryptography implementation.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

TheIACR

Lattice Based Cryptography

Explore lattice-based cryptography, focusing on memory optimization, security, and asymmetry tweaks. Learn about modular approaches and security reductions in this advanced cryptographic field.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

TheIACR

Welcome - Functional Encryption and Identity Based Encryption

Explore functional encryption and identity-based encryption concepts, including attribute-based encryption, adaptive security, and verifiability in cryptographic systems.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

TheIACR

An Algebraic Attack on Rank Metric Code-Based Cryptosystems

Explore algebraic attacks on rank metric code-based cryptosystems, examining the McEliece system, rank decoding, and theoretical security implications for various cryptographic schemes.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

TheIACR

Efficient Circuit-Based PSI with Linear Communication

Explore efficient circuit-based Private Set Intersection techniques with linear communication, applicable to Google Ads and Google Pay, featuring oblivious PRF and optimization strategies.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

TheIACR

Saber on ARM- CCA Secure Module Lattice Based Key Encapsulation on ARM

Explore efficient implementation of Saber, a lattice-based key encapsulation mechanism, on ARM Cortex-M0 and M4 processors, focusing on optimization techniques and performance analysis.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Security BSides San Francisco

Graph Based Detection and Response with Grapl

Explore graph-based security analytics with Grapl, leveraging Python for powerful attack detection, behavior analysis, and streamlined investigations in complex environments.

• YouTube
• 46 minutes
• Self-Paced
• Conference Talk

Strange Loop Conference

Towards Annex - A Fact Based Dependency System

Explore a novel approach to dependency management using fact-based systems, functional programming, and datalog principles for improved flexibility, reproducibility, and context-aware artifact queries.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

Alan Turing Institute

Model Based Deep Learning - Applications to Imaging and Communications - Yonina Eldar

Explore model-based deep learning for imaging and communications, merging parametric models with optimization tools for efficient, interpretable networks applicable to various real-world problems.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Alan Turing Institute

The Rise of Model-Based Data and Its Implications for Social Science and Policy

Exploring the shift towards model-based data in social sciences, its impact on urban planning, and implications for policy-making and research methodologies in the era of AI and big data.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Alan Turing Institute

Sequential Design Based on Mutual Information for Computer Experiments - Joakim Beck, KAUST

Explore uncertainty quantification using Gaussian Process emulators for complex systems. Learn about sequential design methods, mutual information criteria, and applications in climate, tsunami, and earthquake modeling.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Alfredo Canziani

Joint Embedding Method and Latent Variable Energy Based Models

Explore joint embedding methods and latent variable energy-based models with Yann LeCun. Learn about predictive systems, inference, probabilistic models, and various training techniques for advanced machine learning applications.

• YouTube
• 1 hour 52 minutes
• Self-Paced
• Free Video

Alfredo Canziani

Latent Variable Energy Based Models

Explore Latent Variable Energy Based Models (LV-EBMs) training, covering free energy concepts, loss functionals, and model manifolds. Learn practical implementation using PyTorch and gain insights into decoder learning and latent size selection.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Alfredo Canziani

Latent Variable Energy Based Models - Inference

Explore Latent Variable Energy Based Models and inference techniques, focusing on energy functions, manifold generation, and free energy computation in unconditional cases.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Alfredo Canziani

Structured Prediction with Energy Based Models

Explore energy-based models for structured prediction, covering factor graphs, efficient inference, Graph Transformer Networks, loss functions, and variational inference in deep learning applications.

• YouTube
• 2 hours 8 minutes
• Self-Paced
• Free Video