Machine Learning Algorithms and Frameworks in Ransomware Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3218779
Abstract: Ransomware has been one of the biggest cyber threats against consumers in recent years. It can leverage various attack vectors while it also evolves in terms of finding more innovative ways to invade different cyber… read more here.
Keywords: detection; machine learning; ransomware detection; learning algorithms ... See more keywords
Optimizing Extreme Learning Machines Using Chains of Salps for Efficient Android Ransomware Detection
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10113706
Abstract: Nowadays, smartphones are an essential part of people’s lives and a sign of a contemporary world. Even that smartphones bring numerous facilities, but they form a wide gate into personal and financial information. In recent… read more here.
Keywords: android ransomware; detection; extreme learning; ransomware detection ... See more keywords
A Method for Neutralizing Entropy Measurement-Based Ransomware Detection Technologies Using Encoding Algorithms
Sign Up to like & getrecommendations! Published in 2022 at "Entropy"
DOI: 10.3390/e24020239
Abstract: Ransomware consists of malicious codes that restrict users from accessing their own files while demanding a ransom payment. Since the advent of ransomware, new and variant ransomwares have caused critical damage around the world, thus… read more here.
Keywords: entropy measurement; detection technologies; ransomware detection; detection ... See more keywords