Alpha Presentation Next Generation Malware Detection, Clustering - PowerPoint PPT Presentation

Alpha Presentation Next Generation Malware Detection, Clustering and Heuristics The Capstone Experience Team Proofpoint George Zhao Yash Patel Graham Thomas Brad Doherty Crystal Lewis Department of Computer Science and Engineering Michigan State University From Students… Spring 2018 …to Professionals

Project Overview • Efficiently analyze different types of malware • Cluster similar malware • Provide dashboard for malware analysis data • Provide framework for signature generation The Capstone Experience Team Proofpoint Alpha Presentation 2

System Architecture The Capstone Experience Team Proofpoint Alpha Presentation 3

Bar Graph on Dashboard The Capstone Experience Team Proofpoint Alpha Presentation 4

Filtered Results for Table The Capstone Experience Team Proofpoint Alpha Presentation 5

In Depth Analysis of a File The Capstone Experience Team Proofpoint Alpha Presentation 6

Similar Malware to a File The Capstone Experience Team Proofpoint Alpha Presentation 7

Cuckoo Webpage The Capstone Experience Team Proofpoint Alpha Presentation 8

What’s left to do? • Dynamic analysis decision logic • Automated signature generation • Develop more robust clustering • Automate Cuckoo node generation • Seamlessly integrate Cuckoo web interface with ours • Finalize website functionality and design The Capstone Experience Team Proofpoint Alpha Presentation 9

Questions? ? ? ? ? ? ? ? ? ? The Capstone Experience Team Proofpoint Alpha Presentation 10