Titlebook: Deployable Machine Learning for Security Defense; First International Gang Wang,Arridhana Ciptadi,Ali Ahmadzadeh Conference proceedings 20

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Foundations of Holistic Organization Designing:.How suspicious is ‘Smith’, trying to buy $500 shoes, on Monday 3am? How to merge the risk scores, from a handful of risk-assessment modules (‘oracles’) in an adversarial environment? More importantly, given historical data (orders, prices, and what-happened afterwards), and business goals/restr

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Foundations of Holistic Organization Designf hardcoding the address of the C&C domain in the malware, DGAs are used to frequently change the address of the C&C server, causing static detection methods, such as blacklists, to be ineffective. In response, DGA detection methods have been proposed which attempt to detect these DGA-produced domai

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Billy Tsouvalas,Nick Nikiforakisotnet), distributed Denial-of-Service (DDoS) attacks disrupt the services of the victim and make it unavailable to its legitimate users. Albeit studied many years already, the detection of DDoS attacks remains a troubling problem. In this paper, we propose a new, learning-based DDoS detection and cl

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