API Security in Large Enterprises: Leveraging Machine Learning for Anomaly Detection

Gaspard Baye,Fatima Hussain,Alma Oracevic,Rasheed Hussain,S.M. Ahsan Kazmi

2021 International Symposium on Networks, Computers and Communications (ISNCC)（2021）

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摘要

Large enterprises offer thousands of micro-services applications to support their daily business activities by using Application Programming Interfaces (APIs). These applications generate huge amounts of traffic via millions of API calls every day, which is difficult to analyze for detecting any potential abnormal behaviour and application outage. This phenomenon makes Machine Learning (ML) a natu...

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关键词

Application Programming Interface (API),Machine Learning,Support Vector Machine (SVM),Micro-service,Anomalies

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