Detecting Malware Even When It Is Encrypted
Innovative machine learning approach for detecting malware in encrypted HTTPS traffic using Bro IDS logs, without decryption. Focuses on behavioral features and connection 4-tuples for improved accuracy.
OpenShift Advanced Management with Red Hat CloudForms
Explore advanced OpenShift management using CloudForms for enhanced visibility, metrics analysis, chargeback, and security in container environments.
The Role of Data Visualization in Improving Machine Learning Models
Explore data visualization techniques to enhance machine learning models for malware detection, with practical insights and a live demonstration.
A Better Way to Get Intelligent About Threats
Explore innovative approaches to threat intelligence, focusing on data collection, automation, and analysis using the Diamond Model for more effective cybersecurity strategies.
Scheming with Machines
Explore machine learning techniques for sandbox detection, feature selection, and model deployment in cybersecurity. Gain insights on client-side models and data acquisition strategies.
ByteSweep - A Free Software IoT Security Analysis Platform
Explore ByteSweep, a free IoT security analysis platform. Learn about artifact uploading, file extraction, data enrichment, and analysis techniques for identifying vulnerabilities in IoT devices.
Getting the Data Out Using Social Media
Explore innovative data exfiltration techniques using social media platforms, focusing on overcoming limitations and enhancing covert communication methods for cybersecurity professionals.
Beyond Logs and Time Series - Observability for Security & Privacy
Explore advanced observability techniques for enhanced security and privacy, moving beyond traditional logs and time series data to improve threat detection and investigation.
Bypassing ISP and Enterprise Anti-DDoS with 90's Technology
Explore techniques for bypassing anti-DDoS measures using older technologies, focusing on UDP data analysis, intelligence gathering, and protocol effectiveness.
Data Science Tools and Techniques for the Blue Team
Explore data science tools and techniques for cybersecurity, including statistical analysis and machine learning, to enhance threat detection and defense capabilities in large-scale corporate environments.
Graph-Charged Cybersecurity Intelligence
Explore Oracle's graph-powered cybersecurity intelligence system for real-time threat detection, featuring interactive visual interpretation for investigators to analyze machine learning model explanations.
How to Build a Cloud Data Mart in 20 Minutes
Learn to rapidly build a cloud data mart, transforming raw data into actionable insights using a simple five-step process demonstrated through a practical demo.
Exadata Warehouse - Simplify Capacity Planning and Forecasting for Exadata
Discover how Exadata warehouse simplifies capacity planning and forecasting, enabling long-term analysis, resource utilization insights, and accurate workload predictions for improved database management.
Simplify Data Analysis Using Analytic Views
Discover how analytic views simplify data analysis, enabling multidimensional insights and making complex data models accessible to users of various analytical tools.
To Log, or Not to Log! That Is the Question - DefCamp - 2022
Explore logging challenges in cybersecurity, including sensitive data handling, storage, analysis, and access control. Learn best practices for secure logging in various scenarios.
How Facebook Tracks You on Android
Uncover Facebook's Android tracking methods, analyze decrypted data, and learn how apps share user information, with a call to action for improved privacy practices.
What Does a $100 Million Public Health Data Revolution Look Like?
Explore a revolutionary data tool revealing global health patterns, risk factors, and country-specific insights with physician Christopher J.L. Murray of IHME.
Finding Media Bugs in Android Using File Format Fuzzing - DefCamp - 2015
Explore Android media bug detection through file format fuzzing. Learn techniques for data manipulation, auto-triage, and crash analysis to enhance mobile security testing skills.
X Equals Infinity - The Potential of New Crowdsourcing Research Platforms - TEDMED Great Challenges
Explore innovative crowdsourcing platforms revolutionizing medical research, from microbiome analysis to voice-based disease monitoring, and their potential to accelerate scientific discoveries and improve patient care.
Year of the WiFi Cactus - DefCamp - 2018
Explore the WiFiCactus: innovative WiFi monitoring tool. Learn about its features, data capture, analysis techniques, and real-world applications in network security and hacking events.
Why Your Healthcare Costs So Much - TED
Uncover hidden factors driving US healthcare costs through data-driven analysis, comparing trends with other high-income countries and exploring solutions for a sustainable health system.