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This article details a cybersecurity detection capability using Cisco's Encrypted Visibility Engine (EVE) to identify specific malware variants like Flawed AMMYY within encrypted traffic at a conference setting. While the context involves network security and threat intelligence, the core subject matter is the application of advanced session fingerprinting techniques to detect malicious AI-driven or automated botnet activities, which falls under the broader umbrella of machine learning applications in cybersecurity.