HUMAN Sightline Bot Detection and Analysis Framework

This document is a technical report detailing the capabilities and functionalities of HUMAN Sightline, a cybersecurity solution designed to enhance visibility into automated traffic and bot behavior. It outlines how HUMAN Sightline isolates automated traffic into distinct bot profiles, allowing security teams to analyze attacker actions in granular detail. The report explains the importance of adaptive learning and detection, emphasizing the use of purpose-built AI models that identify nuanced shifts in bot behavior and optimize mitigation workflows accordingly. Additionally, it presents key capabilities such as pattern analysis, which correlates disparate bot activities to identify threat patterns. The document also highlights the scale and speed of HUMAN's threat telemetry, verifying over 20 trillion digital interactions weekly. By providing detailed insights into attackers' target routes and characteristics, HUMAN Sightline enables security teams to make informed strategic decisions and respond effectively to evolving threats.