How to Use Satellite Imagery to Be a Machine - Sean Patrick Gorman, PhD | ODSC West 2018
Explore satellite imagery analysis using Jupyter notebooks, learn to extract valuable information, and develop ML models for processing Earth observation data.
Mapping Geographic Data in R - Joy Payton
Learn to create publication-quality maps using R, combining public data sources to uncover interesting patterns. Covers geojson, shapefiles, Census data, geocoding, and data visualization principles.
Machine Learning Without Batteries - The Case for Light-Powered TinyML
Explore light-powered tinyML for batteryless smart sensors, covering design methodology, gesture detection, and implications for IoT. Learn about energy harvesting and sustainable machine learning solutions.
Ultra Wideband Realtime Location System Using ESP32 and Unity
Explore building a real-time location system using Ultra Wideband technology, ESP32, and Unity. Learn about hardware setup, coding, and visualization, with insights on challenges and potential improvements.
Cutting the AI Power Cord - Technology to Enable True Edge Inference
Explore cutting-edge technology enabling AI at the IoT edge, allowing embedded devices to run intelligent tasks on battery power with improved efficiency and reduced costs.
Hacking a Weird TV Censoring Device
Explore the inner workings of a TV censoring device through circuit analysis, ROM extraction, and data interpretation. Gain insights into reverse engineering and embedded systems.
Axis IMU - Calibrating the BNO055 9-Axis Inertial Measurement Sensor
Learn to calibrate the BNO055 9-axis inertial measurement sensor for accurate data collection in Arduino projects. Covers setup, data printing, and visualization using Serial Plotter.
Build a Better Monster: Morality, Machine Learning and Mass Surveillance
Exploring ethical challenges in tech: mass surveillance, machine learning, and political influence. Discusses potential solutions and reforms for a more responsible digital landscape.
How to Fully Control ESP32 Over Internet
Learn to control ESP32 over the Internet, including firmware updates. Covers setup, coding, RTOS, variable updates, OTA, function calls, data plotting, and API usage for remote microcontroller management.
Test Taking Strategies - The National EM Board Review Course
Enhance your EM exam performance with expert strategies for computer-based testing, question analysis, and efficient information processing. Boost your confidence and success rate.
High Risk Geriatrics - The High Risk Emergency Medicine Course
Comprehensive review of medical-legal issues in emergency geriatric care, focusing on critical components of evaluation, treatment, and risk management for older patients.
Create a World-Class Emergency Department - Best Practices in Ancillary Services
Optimize emergency department efficiency through innovative management strategies, focusing on ancillary services, resource alignment, and data-driven decision-making to enhance patient care and operational excellence.
Overdiagnosis, the Concept - Jerome Hoffman, MD
Explore overdiagnosis in medicine, focusing on prostate cancer and pulmonary embolism. Learn about potential harms, screening controversies, and strategies for improvement in healthcare decision-making.
SmarPer- Context-Aware and Automatic Runtime-Permissions for Mobile Devices
Explores context-aware, automatic runtime permissions for mobile devices, using machine learning to predict user decisions and offering data obfuscation options to balance privacy and utility.
Side-Channel Attacks on Shared Search Indexes
Explore side-channel attacks on shared search indexes, uncovering vulnerabilities in multi-tenant systems. Learn about STRESS attack techniques and their implications for popular services.
Activation Analysis of a Byte-Based Deep Neural Network for Malware Classification
Explores deep learning models for malware classification, analyzing learned features from byte-level to end-to-end, connecting activations to binary semantics, and examining impacts of training data and regularization.
Should I Worry? A Cross Cultural Examination of Account Security Incident Response
Exploring users' real-time responses to suspicious login incidents across cultures, revealing common patterns and unique challenges in digital security incident handling.
Towards Automated Safety Vetting of PLC Code in Real World Plants - Mu Zhang
Automated safety vetting for PLC code in industrial plants using temporal context-aware program analysis. Generates timed event sequences to detect hidden safety violations in real-world scenarios.
Under the Shadow of Sunshine - Understanding and Detecting Bulletproof Hosting
Explore techniques for detecting bulletproof hosting services that exploit legitimate providers, using novel features and machine learning to identify malicious sub-allocated network blocks.
The Many Kinds of Creepware Used for Interpersonal Attacks
Explores the landscape of "creepware" apps used for interpersonal attacks, introducing CreepRank algorithm to identify such apps. Discusses various types and implications for cybersecurity and personal safety.
The State of the Uniform - Attacks on Encrypted Databases Beyond the Uniform Query Distribution
Explores novel value reconstruction attacks on encrypted databases, leveraging search-pattern leakage to succeed without prior knowledge of query or data distribution for range and k-NN queries.