SECURITY AND PRIVACY IN MACHINE LEARNING: A SURVEY
Issues in Information Systems · 2021
Machine Learning has received its attention over the past decade in the security and privacy related applications.The information is enormous, and manual working on data could be difficult and makes it more complex to predict the future.Machine Learning has been introduced and applied in a wide range of technical applications in computer science to overcome this problem.Machine Learning is popularly used in real-time decision-making applications, big data processing to build an efficient time calculated and decisive solution.Machine learning model is used for classifying the data with at the most accuracy.Various kinds of machine learning algorithms and techniques are available.However, the latest research studies show that machine learning using data could be vulnerable to security attacks, malware detection, and many more.This paper highlights a survey of machine learning tools, techniques, and applications and systematically analyzes security attacks over the past few years.