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Found 2 essays matching the above criteria.

1. 1. Detection of Vulnerability Scanning Attacks using Machine Learning : Application Layer Intrusion Detection and Prevention by Combining Machine Learning and AppSensor Concepts

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Pojan Shahrivar; [2022]
   Keywords : Vulnerability Scanning; Random Forest; Web application security; Next-Gen Web application Firewall; Machine learning; Dynamic application security testing; Intrusion detection prevention;

   Abstract : It is well-established that machine learning techniques have been used with great success in other domains and has been leveraged to deal with sources of evolving abuse, such as spam. This study aims to determine whether machine learning techniques can be used to create a model that detects vulnerability scanning attacks using proprietary real-world data collected from tCell, a web application firewall. READ MORE

3. 2. Predicting movie success using machine learning techniques

   University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

   Author : Carl Jernbäcker; Shahrivar Pojan; [2017]
   Keywords : ;

   Abstract : The area of creating predictive models using machine learning has increased in size in recent years. The market for movies is still big with hundreds of new movies created every year. The purpose of this report is to investigate whether it is possible to classify movie rating and box office revenue with metadata available before release. READ MORE