Enhancing Cryptography Using Regression And Feature Selection

Cryptography is the practice of using mathematical algorithms to encrypt and decrypt information in order to protect its confidentiality, integrity, and authenticity. A project involving cryptography could explore various aspects of this field, such as developing new encryption algorithms, analyzing the security of existing algorithms, or implementing cryptographic protocols in real-world systems. Cryptography is an important field of study that has many practical applications in today's digital world. The need for secure communication and protection of sensitive information has never been greater. Cryptography has been the abstract and physical security system for the man kind for so many years. The protection of a file totally depends on the encryption. For this kind of problem we had come up with the solution in the form of a website. This website will provide an overall place for cyber activities like pentesting practice. Then it comprises the forum for the sharing of the materials and other things related to cyber security. The content of the web is in danger of the attackers who can take the information using different techniques. So the cryptography algorithm we are going to use involves all the Cryptography algorithms present now. The algorithm will choose the best algorithm for the given data using machine learning.