Malware Labs is a detector which uses Static Analysis which examines the executable or PE file for malicious intent without looking into the file or executing it. It is straightforward and can be quick to detect the malicious information , it uses a Random Forest Classification which is a supervised machine learning algorithm that is widely used in classification problems which builds decision trees on different samples and takes their majority vote for classification of the nodes and the decision taken respectively . The classifier is made by the help of python and Scikit-learn . I worked on the machine learning model and the algorithm