Data Science Way to Deal With Advanced Threats
Explore data science methods for advanced threat detection in SOCs, combining unsupervised and supervised learning to reduce false positives and streamline anomaly triage using ML and interactive visualizations.
Automated Contact Tracing Experiment on ESP Vroom32
Hands-on workshop exploring automated contact tracing using ESP Vroom32 microcontroller, focusing on practical implementation and experimentation with the NorthSec 2021 badge.
Call Center Authentication
Explore secure customer identity management in call centers, focusing on authentication methods, challenges, and best practices for protecting sensitive information.
Tell Me Where You Live and I Will Tell Your Password
Explores factors influencing password quality across countries, revealing literacy levels and internet usage impact. Aims to understand macrosocial protection factors for adapting password lists.
Forensicating Endpoint Artifacts in the World of Cloud Storage Services
Explore key forensic artifacts in cloud storage services like OneDrive and Dropbox, focusing on data exfiltration detection and acquisition techniques for endpoint investigations.
Analysis of High Level Intermediate Representation in a Distributed Environment for Large Scale Malware Processing
Explore advanced malware analysis techniques using distributed reverse engineering and machine learning to identify code similarities and extract key characteristics from millions of samples.
Python and Machine Learning
Explore machine learning for malware categorization using Python and scikit-learn. Learn to transform data, apply clustering algorithms, and generate YARA rules for effective malware hunting.
How Data Is Helping Us Unravel the Mysteries of the Brain
Geneticist explores brain complexities as a big data opportunity, developing technologies to uncover cells and molecules crucial in mental illnesses, driving data-driven approaches for new treatments.
Can You Coordinate the Dance of Your Body's 100 Trillion Microorganisms?
Explore the fascinating world of the human microbiome and its impact on health through self-quantification and data analysis.
What Do You Do When Your Best Shot Falls Short?
Learn how data-driven feedback loops are crucial for successful public health initiatives, and why honesty in assessing outcomes is essential for progress and improvement.
Do Your Proteins Have Their Own Social Network?
Explore how mapping intracellular protein networks can revolutionize disease understanding and treatment, potentially leading to groundbreaking cures.
Hunting for LoLs - A ML Living of the Land Classifier
Explore machine learning techniques for detecting Living off the Land attacks, enhancing cybersecurity defenses against sophisticated threats that leverage legitimate system tools.
Machine Learning and Advanced Analytics in Today's Cyber Security
Explore machine learning and advanced analytics applications in modern cybersecurity, focusing on innovative techniques to enhance threat detection and response in today's digital landscape.
The Profound Difference Between Seeing and Looking
Discover how asking creative questions about health and society can reveal hidden insights through "natural experiments," leading to innovative solutions in healthcare.
How a Geospatial Nervous System Could Help Us Design a Better Future
Jack Dangermond discusses building a global GIS network that visualizes trends and patterns, potentially transforming decision-making across various fields and addressing major world challenges.
New Thoughts on Capital in the Twenty-First Century
French economist explores economic inequality, arguing that return on capital outpaces economic growth, leading to widening wealth gaps with potentially significant societal impacts.
Time-Lapse Proof of Extreme Ice Loss
Stunning time-lapse imagery reveals alarming glacial retreat, offering vivid evidence of climate change through innovative photography techniques in the Extreme Ice Survey project.
Let My Dataset Change Your Mindset
Discover how data visualization challenges misconceptions about global development. Rosling uses innovative software to present surprising insights and bust myths about the developing world.
The Beauty of Data Visualization
Explore how complex data sets can be transformed into visually appealing diagrams, revealing hidden patterns and connections to navigate information overload and change our worldview.
Wiring an Interactive Ocean
Explore the groundbreaking underwater network of cameras and sensors transforming our oceans into a global interactive laboratory, sparking an explosion of rich data about the world below.
Automation Techniques in C++ Reverse Engineering
Explore automated dynamic analysis techniques for C++ reverse engineering, focusing on structure usage, function argument types, and inheritance relationships through DLL injection.