Systems Core Courses

Black Hat

Sensor and Process Fingerprinting in Industrial Control Systems

Explore innovative defense strategies using sensor noise and process fingerprinting to detect cyber and physical attacks on industrial control systems, with real-world demonstrations.

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

Black Hat

Drill Apple Core - Up and Down - Fuzz Apple Core Component in Kernel and User Mode for Fun and Profit

Explore kernel sanitizers, XNU syscall API patterns, and code coverage techniques for Apple systems. Live demo of macOS root access using 0-day vulnerabilities discovered through fuzzing.

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

Black Hat

For the Love of Money - Finding and Exploiting Vulnerabilities in Mobile Point of Sales Systems

Explore security vulnerabilities in mobile payment systems, focusing on economic implications, fraud risks, and outdated card standards. Learn about testing methods and potential attack vectors.

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

Black Hat

Arm IDA and Cross Check - Reversing the Boeing 787's Core Network

Uncover vulnerabilities in Boeing 787's Core Network through reverse engineering, revealing security flaws and their implications for aircraft systems and passenger safety.

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

Black Hat

Why so Spurious? Achieving Local Privilege Escalation on Operating Systems

Explore a critical x86 architecture vulnerability exploitable for local privilege escalation across Windows, macOS, and Linux. Learn about this widespread security issue and its implications.

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

Black Hat

All Your Payment Tokens Are Mine - Vulnerabilities of Mobile Payment Systems

Uncover vulnerabilities in popular mobile payment systems, exploring offline schemes, practical attacks, and security flaws. Learn about potential risks and remedies in this eye-opening presentation.

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

Black Hat

Man-in-the-SCADA - Anatomy of Data Integrity Attacks in Industrial Control Systems

Explore data integrity attacks in industrial control systems, focusing on attacker perspectives and strategies for unauthorized access to control networks and equipment.

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

Fields Institute

Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces

Explore Koopman operator regression in reproducing kernel Hilbert spaces for dynamical systems, enhancing understanding of machine learning applications in complex systems analysis.

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

Fields Institute

Tensor Harish-Chandra–Itzykson–Zuber Integral & Entanglement Detection in Multipartite Quant Systems

Explore tensor integrals and their applications in quantum entanglement detection, focusing on multipartite systems and advanced mathematical concepts in quantum physics.

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

Fields Institute

Transseries and Discrete Dynamical Systems

Explore transseries and their applications in discrete dynamical systems, focusing on interactions between o-minimal, complex analytic, and nonarchimedean methods.

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

Fields Institute

Efficient Approximation of Infinite-Dimensional Dynamical Systems in Finance

Explore advanced techniques for approximating complex dynamical systems in finance, focusing on efficient methods for infinite-dimensional problems and their applications.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video

Fields Institute

Prospects for AI Systems That Can Form Concepts and Abstractions

Explore the potential for AI to develop conceptual thinking and abstraction capabilities, examining current limitations and future possibilities in this cutting-edge field of research.

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

Fields Institute

Machine Learning and Dynamical Systems Meet in Reproducing Kernel Hilbert Spaces

Explore the intersection of machine learning and dynamical systems in Reproducing Kernel Hilbert Spaces, offering insights into advanced mathematical concepts and their applications.

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

Fields Institute

Learning Dynamical Systems

Explore cutting-edge research on integrating machine learning with dynamical systems, presented by expert Sayan Mukherjee from University of Leipzig and MPI MiS.

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

Fields Institute

Deep Learning for Nonlinear Stability Analysis in Dynamical Systems

Explore deep learning techniques for analyzing nonlinear stability in dynamical systems, presented by Bogdan Epureanu from the University of Michigan.

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