Manipulating Machine Learning - Poisoning Attacks and Countermeasures for Regression Learning
Explore poisoning attacks on linear regression models, their impact on automated decisions, and effective countermeasures. Learn about optimization frameworks and statistical attacks in machine learning security.
Locally Differentially Private Frequent Itemset Mining
Explore techniques for mining frequent itemsets while preserving user privacy through Local Differential Privacy. Learn about PSFO protocols and the SVIM method for improved efficiency and accuracy.
Experience
Explore user-centric design principles and the importance of creating seamless experiences in software development, drawing insights from various industries and real-world examples.
Async Non-Blocking Code Reviews
Discover strategies for efficient, conflict-free code reviews. Learn psychological insights, statistical approaches, and team etiquette to streamline the process and focus on delivering value.
Simple Machine Learning
Explore basic machine learning approaches for classification in PHP, with real-world applications and practical demonstrations.
Measuring the IQ of Your Threat Intelligence Feeds
Explore methods to evaluate and enhance threat intelligence feeds, focusing on IP addresses, metrics, and statistical tests for improved cybersecurity decision-making.
Know Thy Operator
Explore industrial process data analysis, machine learning techniques, and behavior-based event detection systems for improved facility monitoring and state-of-health assessment.
Data and the Environment at Port of Rotterdam
Explore real-time data processing for environmental monitoring at Europe's largest port, combining diverse sources to create actionable insights and support sustainability goals.
Production Profiling - What, Why and How
Explore production profiling techniques to solve performance issues, conduct capacity planning, and gain insights into your application's behavior in real-world environments.
Anomaly Detection in Real Time - Simplicity Is the Ultimate Sophistication
Aprenda a detectar anomalias em tempo real usando técnicas simples e eficazes. Descubra como criar um modelo estatístico para monitorar tráfego web, eventos de busca e cliques em anúncios.
How to Fail at Benchmarking
Explore key metrics, latency measurement, and the Coordinated Omission issue in benchmarking. Learn to avoid common pitfalls and make informed decisions based on accurate performance data.
Machine Learning Without the Hype
Explore AI, machine learning, and deep learning concepts, comparing rule-based and ML approaches for time-series data. Learn supervised vs unsupervised learning with practical examples and best practices.
Why Is My App Slow - Defining Reliability in Platform Engineering
Explore statistical approaches for detecting and measuring platform-level latency regressions in serverless environments, going beyond traditional SLOs for improved customer-centric performance tracking.
A Voice on the Phone - Mass Incarceration
Exploring the urgent need for prison reform through personal stories and statistics, highlighting injustices in the US criminal justice system and advocating for data-driven policy changes.
The R Language - The Good, The Bad & The Ugly
Explores R's strengths and weaknesses as a data analysis language, discussing its unique features, statistical capabilities, and practical applications in research and bioinformatics.
Uncoupling
Explore coupling in software systems, its impact on development, and strategies for effective uncoupling to improve system flexibility and maintainability.
Kotlin 102 - Beyond the Basics
Explore advanced Kotlin concepts like generics, inline functions, and reified generics with expert Hadi Hariri in this in-depth presentation from GOTO Night Amsterdam 2018.
Computers are Stupid - Protecting "AI" from Itself
Explore AI security, adversarial learning, and ethical challenges in machine learning. Learn about vulnerabilities, biases, and privacy risks in AI systems, and potential solutions for robust and secure neural networks.
Interacting Stochastic Processes on Random Graphs
Explore interacting stochastic processes on random graphs, covering models like voter and neuronal hox, and examining challenges in sparse regimes and local convergence.
Uncovering Lottery Shenanigans
Explore mathematical techniques used to detect lottery fraud, including statistical analysis and probability theory applied to real-world cases of lottery manipulation and misconduct.
Prospering Through Mathematics
Explore how mathematics shapes success, from historical figures to modern applications. Discover the power of belief in students and colleagues, and learn to leverage mathematical skills for personal and professional growth.