https://www.peakhour.io/Fri, 10 Nov 2023 00:00:00 +1100https://www.peakhour.io/blog/confluence-cvss-vectors/<p>Understand CVSS by examining the Atlassian CVE-2023-22515 and CVE-2023-22518.</p>ACFri, 10 Nov 2023 00:00:00 +1100tag:www.peakhour.io,2023-11-10:/blog/confluence-cvss-vectors/InterestThreat DetectionDevSecOpsApplication SecurityAnomaly DetectionCredential StuffingCore Web Vitalshttps://www.peakhour.io/blog/epss-explained/<p>An in-depth exploration of EPSS, its data-driven approach to assessing cybersecurity threats, and how it complements CVSS.</p>ACFri, 10 Nov 2023 00:00:00 +1100tag:www.peakhour.io,2023-11-10:/blog/epss-explained/InterestThreat DetectionApplication SecurityDevSecOpsAnomaly DetectionDDoSCredential Stuffinghttps://www.peakhour.io/blog/when-good-bots-break-bad/<p>Even 'good' bots can end up abusing your site and impacting performance, learn why and how to stop it.</p>DanTue, 16 May 2023 13:00:00 +1000tag:www.peakhour.io,2023-05-16:/blog/when-good-bots-break-bad/BotsBot ManagementSEOResidential ProxiesDNSWeb PerformanceAnomaly Detectionhttps://www.peakhour.io/blog/advanced-anomaly-detection-rrcf-application-security/<p>Deep dive into Robust Random Cut Forest (RRCF) implementation for real-time anomaly detection in Application Security Platforms. Learn how advanced machine learning algorithms enhance threat detection and automated response capabilities.</p>ACMon, 15 May 2023 13:00:00 +1000tag:www.peakhour.io,2023-05-15:/blog/advanced-anomaly-detection-rrcf-application-security/SecurityThreat DetectionAnomaly DetectionDDoSDevSecOpsBot ManagementApplication Securityhttps://www.peakhour.io/blog/double-mad/<p>This article explores the use of Double Median Absolute Deviation (Double MAD) for anomaly detection in time series data, particularly in skewed or non-symmetric distributions.</p>ACMon, 15 May 2023 13:00:00 +1000tag:www.peakhour.io,2023-05-15:/blog/double-mad/TechnicalAnomaly DetectionThreat DetectionBot ManagementResidential ProxiesDDoShttps://www.peakhour.io/blog/double-mad-vs-zscore/<p>A look at the limitations of Double MAD for anomaly detection, and a comparison with the Z-score method, to help you choose the right approach for your data.</p>ACMon, 15 May 2023 13:00:00 +1000tag:www.peakhour.io,2023-05-15:/blog/double-mad-vs-zscore/TechnicalAnomaly Detectionhttps://www.peakhour.io/blog/rrcf-scaling/<p>Discusses strategies for scaling the Robust Random Cut Forest (RRCF) algorithm for large-scale anomaly detection, including using summary statistics, buffering input, and parallelisation.</p>ACMon, 15 May 2023 13:00:00 +1000tag:www.peakhour.io,2023-05-15:/blog/rrcf-scaling/TechnicalAnomaly DetectionThreat Detectionhttps://www.peakhour.io/blog/rrcf-thresholding/<p>Explores various thresholding techniques like Median Absolute Deviation (MAD), Min/Max, and Z-Score for interpreting Robust Random Cut Forest (RRCF) anomaly scores, crucial for classifying data points as normal or anomalous.</p>ACMon, 15 May 2023 13:00:00 +1000tag:www.peakhour.io,2023-05-15:/blog/rrcf-thresholding/TechnicalAnomaly DetectionThreat Detection