With the advent of internet everything that has been researched is available on the internet. This information can be copied and used as original by someone in their own work which poses a major challenge for academia and industries like publications. A lot of work has been done in the field to detect plagiarism in the documents and algorithms have been made. In this paper, we have implemented porter algorithm for stemming, TF-IDF and cosine similarity to detect plagiarism