Introduction to Federated Learning with Flower - A Hands-on Tutorial
Explore federated learning with Flower framework. Learn AI training across devices, enhancing privacy without centralizing data. Includes hands-on tutorial and insights into reshaping AI while protecting sensitive information.
How ML-Powered Data Cleaning Streamlines the AI Pipeline
Explore ML-powered data cleaning techniques to streamline AI pipelines, automate labor-intensive tasks, and overcome impediments in data preparation for efficient data science workflows.
Applied Machine Learning in Healthcare - Practical and Legal Considerations
Explore practical and legal aspects of applying machine learning in healthcare, including data challenges, algorithm development, and ethical considerations.
ML-Based Privacy-Preserving Framework for Generating Synthetic Data from Aggregated Sources
Explore a multi-stage framework for generating synthetic data from aggregated sources, focusing on downscaling techniques and real-world applications in data privacy and model performance improvement.
Securing Merchants - Combatting Scams and Fraud for Trust
Discover effective strategies to protect merchants from scams, social engineering, and friendly fraud while building customer trust through robust security measures and prevention tactics.
Transforming Company Culture to Embrace Risk - Six Years in Review
Explore a 6-year journey of cultural transformation in security, focusing on shared responsibility, adapting to regulations, and overcoming challenges in vulnerability management.
White Hat Lies - The Art of Online Safety
Explore unconventional tactics for online safety, including using fake aliases and misinformation. Learn how to protect yourself from digital dangers and strengthen your privacy in today's interconnected world.
Avoiding Legal Landmines - A Review of Recent Cyber Cases
Interactive session exploring recent cyber court cases, their impact on firms and professionals, and practical steps to minimize future liability and loss.
Critical Windows Exploit - TCP/IP IPv6 Network Stack Vulnerability Explained
Retired Windows developer explains major TCP/IP IPV6 network stack exploit, discussing implications and China's new cybersecurity laws affecting zero-day exploit discovery.
Databricks Serverless Security - Serverless Compute Isolation
Explore Databricks' serverless compute isolation techniques, including defense-in-depth strategies and multi-layered security measures to minimize risks in the intelligent data warehouse environment.
Compute Engine Testing with Synthetic Data Generation
Explore Meta's innovative testing framework using privacy-safe synthetic data for compute engines, enhancing regression detection, test coverage, and release cycles in data warehousing.
Default Storage - Fast Track to Databricks Data Intelligence Platform
Explore Databricks' Default Storage feature for seamless data management. Discover pre-configured storage, built-in security, and Unity Catalog integration for a comprehensive SaaS lakehouse experience with unified data access.
Mastering Unity Catalog - Lessons from Zalando's Adoption Journey
Explore Zalando's journey in adopting Databricks Unity Catalog, overcoming challenges in a large-scale environment with diverse use cases, distributed schemas, and strict regulations to enhance data governance and productivity.
Learning New Tricks: Unilever's Dive into Unity Catalog
Explore Unilever's journey with Unity Catalog, including challenges faced, production-ready tooling, and new possibilities like Lakehouse Federation and Delta Sharing.
Open Sourcing Unity Catalog - Databricks
Explore Unity Catalog's open-source journey, its key features, and how it enhances data governance and management in the Databricks ecosystem.
Migrating Datasets to Unity Catalog for Accelerated Data Exploration
Learn how T-Mobile and Tredence migrated datasets to Unity Catalog, enhancing data management and access control for AI/ML use cases. Discover improved data ingestion processes and centralized governance.
AI for Sustainable Logistics and Supply Chain Management
Explore AI's role in sustainable logistics and supply chain management, covering CO2 reduction, efficiency, optimization, resilience, and security from academic and industry perspectives.
Challenges of Future Supply Chain Management - Possibilities of AI
Explore AI's role in addressing future supply chain challenges, focusing on sustainability, efficiency, and resilience in logistics management.
Attacking Windows Device Drivers: Almost Escaping the Sandbox
Explore techniques for attacking Windows device drivers and potential sandbox escape methods in this advanced security analysis presentation.
Practical Exploitation of Registry Vulnerabilities in the Windows Kernel
Explore practical exploitation techniques for Windows kernel registry vulnerabilities, enhancing your understanding of system security and potential attack vectors.
Your Mitigations Are My Opportunities - Windows Exploitation and Bypass Techniques
Explore Windows exploitation techniques, bypassing security measures like HVCI and EDR, with insights on disabling drivers and practical demonstrations.