The Development of Privacy Preserving Algorithms for Big Data Analysis within Cloud Based Systems

Abstract: As we store more and more data in the cloud, like photos and schoolwork, it's super important to keep that information safe and private. Big data analysis helps us find patterns and learn cool things from this data, but we need to do it without peeking at anyone's personal stuff. This project looks at ways to build special computer programs, called algorithms, that let us analyze big groups of data without seeing the details of any one person's information. We'll explore techniques like making the data a little fuzzy (don't worry, it still works for finding patterns!), or using secret codes to keep things hidden. By using these privacy-preserving algorithms, we can use the power of big data while keeping everyone's information safe and sound in the cloud.

Keywords: Privacy, Big Data, Cloud Computing, Data Security, Encryption, Privacy Protection Techniques