Graph Theory Courses

Simons Institute

Algorithmic Fairness From The Lens Of Causality And Information Theory

Explore algorithmic fairness through causality and information theory, focusing on identifying and explaining sources of disparity in ML models and quantifying accuracy-fairness trade-offs.

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

Simons Institute

Berkeley in the 80s - Richard Karp and the Theory of Computing

In-depth interview with Turing Laureate Richard Karp, exploring his groundbreaking research on computational theory at Berkeley in the 1980s and its lasting impact on computer science.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

Simons Institute

Google's AdWords Market - How Theory Influenced Practice

Explore how theoretical concepts shaped Google's AdWords market, examining the intersection of mathematics, computer science, and real-time decision making in online advertising.

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

Simons Institute

An Algorithmic Theory of Brain Networks

Explore an algorithmic approach to understanding brain networks, examining computational theories and their implications for neuroscience and cognitive science.

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

International Centre for Theoretical Sciences

Resurgence Theory - Generalised Borel-Laplace Summation, "Alien Calculus" by David Sauzin

Explore advanced mathematical concepts in Resurgence Theory, including Borel-Laplace summation and "alien calculus," with applications in physics and dynamical systems.

• YouTube
• 1 hour 42 minutes
• Self-Paced
• Free Video

Black Hat

Graph Convolutional Network-Based Suspicious Communication Pair Estimation for Industrial Control Systems

Explore graph convolutional networks for detecting suspicious communication pairs in industrial control systems, enhancing security monitoring beyond traditional whitelisting methods.

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

Black Hat

Bitcoin Transaction Malleability Theory in Practice

Explore the mysterious "Transaction Malleability" vulnerability that nearly collapsed Bitcoin, with practical demonstrations of its exploitation and impact on major platforms.

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

Black Hat

How to Leak a 100-Million-Node Social Graph in Just One Week

Exploración de vulnerabilidades en OAuth 2.0 para redes sociales, demostrando cómo la suplantación de aplicaciones puede llevar a la filtración masiva de datos de usuarios y gráficos sociales.

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

Black Hat

Graph-Based Binary Analysis

Explore graph-based binary analysis techniques for Windows 2003, uncovering vulnerabilities and enhancing security through advanced reverse engineering methods.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Conference Talk

Black Hat

Attacks on Anonymity Systems - Theory

Explore theoretical attacks on anonymity systems, examining vulnerabilities and potential countermeasures in network security and privacy protection.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Conference Talk

Black Hat

Leave the Theory Behind and Embrace the Code

Explore practical coding techniques for cybersecurity, moving beyond theoretical concepts to hands-on implementation of security measures and exploit development.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Conference Talk

Black Hat

Graph-Based Binary Analysis

Explore innovative graph-based techniques for analyzing binary code, enhancing reverse engineering and vulnerability detection in complex software systems.

• YouTube
• 1 hour
• Self-Paced
• Conference Talk

TED-Ed

String Theory

Explore superstring theory with physicist Brian Greene, delving into 11-dimensional vibrating energy strands that may form the universe's building blocks.

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

TED-Ed

Neuroscience, Game Theory, Monkeys

Explore the fascinating intersection of neuroscience and game theory, revealing insights into human decision-making and surprising comparisons with primate behavior.

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

ICTP Mathematics

Theory of Weights in Rooted K-Trees

Explore the mathematical concept of weights in rooted k-trees, delving into their properties, applications, and theoretical foundations.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video