Machine Learning based Malware Detection and Classification

The Phase three portion of the project will consist of some coding or high$-$level understanding of existing codes from application point of view. The Phase three deliverables are designed to ensure you have completely and effectively analyzing the malware behaviors. The proposed algorithms$/$tools will need to apply for remediation of the malware. The following list of deliverables should be included in your Phase three submission.

You will need to introduce a new idea into the program or data or both. For example, insert randomly generated date $($consider as an attack profile or another malicious data$)$ to the original files and run the program.

Based on step $1,$ you will need to compare the performance between original and modified algorithms.

You will need to take a new malware dataset and apply the aforementioned algorithm. Or you will need to take a new algorithm and apply into the same malware dataset.

Based on step $3,$ you will need to compare the performance between original and modified algorithms$/$datasets$.$

Ensure that your program is presented at this time, as it will be submitted in the final Phase four Project submission.