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

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

Oct 26, 2022 643 likes •761 views

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

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SLIDE 1

From Students… …to Professionals

The Capstone Experience

Alpha Presentation

Next Generation Malware Detection, Clustering and Heuristics

Department of Computer Science and Engineering Michigan State University Spring 2018

Team Proofpoint

George Zhao Yash Patel Graham Thomas Brad Doherty Crystal Lewis

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SLIDE 2

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

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SLIDE 3

System Architecture

The Capstone Experience Team Proofpoint Alpha Presentation 3

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Bar Graph on Dashboard

The Capstone Experience Team Proofpoint Alpha Presentation 4

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SLIDE 5

Filtered Results for Table

The Capstone Experience Team Proofpoint Alpha Presentation 5

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SLIDE 6

In Depth Analysis of a File

The Capstone Experience Team Proofpoint Alpha Presentation 6

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Similar Malware to a File

The Capstone Experience Team Proofpoint Alpha Presentation 7

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SLIDE 8

Cuckoo Webpage

The Capstone Experience Team Proofpoint Alpha Presentation 8

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SLIDE 9

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

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SLIDE 10

Questions?

The Capstone Experience Team Proofpoint Alpha Presentation

? ? ? ? ? ? ? ? ?

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