#DAY 7: From Data to Detection

Querying Windows Events and Hunting for Brute Force Attacks IntroductionTurning raw event data into actionable detections was the focus of day seven. I used Splunk’s Windows Event Logs query to find trends in authentication, and I used detection logic to look for brute force assaults. This exercise reinforced the importance of data-driven security investigations by…

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Road Accident Report – AI Assistant

This is a submission for the Google AI Studio Multimodal Challenge What I Built I built the AI Accident Assistant, a sophisticated web application designed to solve a major real-world problem: the stress, confusion, and error-prone process of creating a vehicle accident report at the roadside. An accident is a chaotic event. The last thing…

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Symfony Station Communiqué – Stardate: ✦ 29 August 2025 ✦: The Latest Symfony, Drupal, TYPO3, and PHP News!

Welcome to this week’s Symfony Station communiqué. It’s your review of the essential news in the Symfony and PHP development communities focusing on protecting democracy. There’s good content in all of our categories, so please take your time and enjoy the items most relevant and valuable to you. This is why we publish on Fridays….

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