Gender Based Violence Courses

Security BSides San Francisco

Crimeware Chaos - Empirical Analysis of HTTP-Based Botnet C&C Panels

Empirical analysis of HTTP-based botnet C&C panels, exploring design, technologies, and characteristics of crimeware control systems used by cybercriminals for managing botnets and other malicious operations.

• YouTube
• 35 minutes
• Self-Paced
• Conference Talk

Security BSides London

WiFi-based IMSI Catcher

Explore WiFi-based IMSI catchers, their potential for easier smartphone tracking, and learn about mitigation strategies for vendors, operators, and users to address privacy concerns.

• YouTube
• 36 minutes
• Self-Paced
• Conference Talk

Black Hat

WiFi-Based IMSI Catcher

Explore new WiFi-based IMSI catcher techniques for tracking mobile devices, exploiting authentication protocols and discussing potential mitigations for operators and users.

• YouTube
• 59 minutes
• Self-Paced
• Conference Talk

Databricks

DataFusion and Apache Arrow: Supercharging Data Analytics with a Rust-Based Query Engine

Explore Rust, Apache Arrow, and DataFusion to accelerate modern data stacks. Learn implementation timelines, optimization techniques, and key features for efficient data analysis and querying.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Databricks

Malala Yousafzai on Education Access and Gender Equality in Technology

Malala Yousafzai discusses her activism for girls' education globally, sharing insights on inspiration, technology's role, and addressing gender imbalance in tech during a fireside chat at Data + AI Summit.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Databricks

Migrating Airflow-Based Apache Spark Jobs to Kubernetes - The Native Way

Learn to migrate Airflow-based Apache Spark jobs to Kubernetes, reducing costs and improving stability. Explore challenges, best practices, and native Airflow integration for seamless transition from AWS EMR to K8s.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Julia Silge

Understand the Gender Pay Gap Three Ways

Explore three increasingly complex approaches to analyze UK gender pay gap data, from basic comparisons to robust statistical modeling.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Unity

Building a Turn-Based Game Prototype Using ECS

Explore Entity Component System (ECS) in turn-based game development, covering concepts, implementation, and potential challenges through a practical prototype demonstration.

• YouTube
• 41 minutes
• Self-Paced
• Conference Talk

Unity

Spline Based AI Agents - Unite LA

Explore traffic simulation using ECS, examining compute kernels, Burst-produced code, and spline-based AI agents. Learn about system components, data structures, and optimization techniques.

• YouTube
• 41 minutes
• Self-Paced
• Conference Talk

Mahindra Humanities Center

Shannon Jackson- Ecological Time in Time-Based Media Art

Exploring ecological themes in time-based media art, examining artists' responses to climate change and their techniques for addressing urgent environmental crises through visual storytelling.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Pascal Poupart

Model-Based RL

Explore model-based reinforcement learning, including complex models, Dyna algorithm, search trees, and Monte Carlo methods for effective planning and decision-making.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Open Data Science

Model-Based Deep Learning with Applications to Imaging - Yonina Eldar, PhD

Explore model-based deep learning approaches for efficient, interpretable networks in signal and image processing, with applications in imaging, ultrasound, and COVID-19 detection.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Hack In The Box Security Conference

Code Intention Hiding Based on AI Uninterpretability

Explore AI-based framework for concealing attack intentions and protecting codes. Learn about Deep Puzzling, its core ideas, key points in data collection, feature extraction, and binary code generation modeling.

• YouTube
• 50 minutes
• Self-Paced
• Conference Talk

Hack In The Box Security Conference

Bypassing Hardware-Based Trusted Boot Through x86 Downgrade

Exploiting microcode loader vulnerability to downgrade CPU microcode, enabling attacks on Intel security technologies like Boot Guard and TXT by loading older, vulnerable versions of Authenticated Code Modules.

• YouTube
• 33 minutes
• Self-Paced
• Conference Talk

Hack In The Box Security Conference

Tracking Fake News Based on Deep Learning

Innovative deep learning model for tracking fake news authors by analyzing content and stylistic features, enabling identification of attackers spreading malicious rumors for financial gain.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk