A Review for Cyber Security Challenges on Big Data Using Machine Learning Techniques

With the rapid changes in technology, almost everything is digitalized; the number of users has also increased rapidly, and with this, the threat to data security has increased. Security of information is essential as it includes personal as well as organizational data; therefore use of various machine learning techniques can prevent any data loss done by cyber crime. These techniques analyze the pattern of data and identify the attacks. Artificial intelligence plays an important role in internet security; the real aspect of artificial intelligence is to create smart systems that act or think like a human being in order to solve problems. Now cyber crime has become a topic of regular news; it is faced not just in our country but also all over the world. So, in the absence of proper security measures, artificial intelligence (AI) is also worthless as it can be comfortably accessed by anyone. Hackers exploit a lot of individual and organizational data; therefore, it has become a big threat in the cyber world. In the research field, various machine learning techniques have gained more importance at the present time.