Graph Analysis Courses and Certifications

Let's Code Physics

Graph Analysis and Acceleration - Tracker for Beginners Part 4

Explore three techniques for analyzing acceleration data in Tracker software, enhancing your video-based motion analysis skills for physics experiments and research.

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

Association for Computing Machinery (ACM)

DeepMem: Learning Graph Neural Network Models for Fast and Robust Memory Forensic Analysis

DeepMem: A graph-based deep learning approach for fast and robust memory forensic analysis, using novel memory graph models and neural networks to enhance object detection in raw memory dumps.

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

Discover AI

Neuro-Symbolic Graph Reasoning and Knowledge Graph Analysis - From Theory to Implementation

Explore neuro-symbolic AI frameworks and graph-based reasoning through practical examples, from biomedical research applications to Python implementations and logical rule learning.

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

More Than One Way to Skin a Cat - Identifying Multiple Paths to Compromise Through the Use of Attach Graph Analysis

Explore attack graph analysis to identify multiple vulnerabilities and compromise paths. Learn about tools, techniques, and considerations for effective security assessment and risk mitigation.

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

Institute for Pure & Applied Mathematics (IPAM)

Graph MLP-Mixer for Molecular Analysis - IPAM at UCLA

Explores Graph MLP-Mixer, a novel GNN architecture overcoming limitations in graph representation learning, offering improved long-range dependencies and efficiency for molecular analysis.

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

IEEE

K-Scheduler - Effective Seed Scheduling for Fuzzing with Graph Centrality Analysis

Explore effective seed scheduling for fuzzing using graph centrality analysis, enhancing software testing efficiency and vulnerability detection.

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

WEareTROOPERS

Graph Me, I'm Famous! - Malware Analysis

Explore advanced malware analysis techniques using graph theory to uncover hidden connections and patterns in malicious code, enhancing threat detection and understanding.

• YouTube
• 1 hour 3 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Conference Talk

Aiding Static Analysis - Discovering Vulnerabilities in Binary Targets through Knowledge Graph

Explore advanced techniques for vulnerability detection in binary targets using knowledge graphs, static analysis, and specialized tools like Binary Ninja and Kraken.

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

Toronto Machine Learning Series (TMLS)

Leveraging Graph Analytics, Visualization and Path Analysis for Customer Experience Improvement

Explore graph analytics, visualization, and path analysis to improve customer experience and operational efficiency in banking.

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

Anyscale

A Serverless Resilient Graph Analysis Platform Built on Ray - ByteGAP

Explore ByteGAP: a serverless graph analysis platform for processing super large-scale graphs, built on Ray at ByteDance. Learn about its architecture, features, and advantages.

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

Computational Genomics Summer Institute CGSI

Genotype Representation Graph: Enabling Efficient Analysis of Biobank-Scale Data

Dive into efficient analysis of biobank-scale data using Genotype Representation Graphs. Explore innovative methods for estimating coalescence times and inferring whole-genome histories in large population datasets.

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

AI Institute at UofSC - #AIISC

BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks

Explore brain network analysis using Graph Neural Networks with BrainGB, a comprehensive benchmark for mapping human brain connectivity through structural and functional neuroimaging.

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

StreamNative

Integrating StreamNative's Ursa Engine with PuppyGraph for Real-Time Graph Analysis

Discover how StreamNative's Ursa Engine integrates with PuppyGraph to enable real-time graph analytics on streaming data without dedicated graph databases using Gremlin and openCypher.

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