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Course Instructor: Ashish Revar

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Research Methodology units

Unit 1 of Research Methodology

Introduction to Research

What separates genuine research from information-gathering, the different types of research, how research happens in malware analysis and security machine learning, the seven-stage research process, how to define and narrow a research problem, and why every study needs a stated scope and limitations.

Learning outcomes

  • Explain what separates genuine research from information-gathering, compilation, and marketing claims
  • Classify a study by type -- fundamental or applied, qualitative or quantitative, experimental or observational
  • Describe the seven-stage research process and the four standing criteria research is judged against
  • Turn a vague topic into a specific, bounded, answerable research problem, broken into sub-problems
  • State the scope and limitations of a research claim honestly and precisely

Topics

1.1

What Research Actually Means

The six tests real research has to pass, research's four underlying objectives, and how to tell them apart using the WannaCry timeline.

30 min
1.2

Types of Research

Fundamental vs applied, qualitative vs quantitative, and experimental vs observational research -- three independent scales every study sits on.

25 min
1.3

Research in Malware Analysis and Security Machine Learning

The three approaches that dominate malware analysis and security ML research, and why the WannaCry kill-switch discovery is applied research in its purest form.

20 min
1.4

The Research Process

The seven stages every research project moves through, the four standards research is judged against, and why the WannaCry attribution took seven months.

25 min
1.5

Identifying and Defining a Research Problem

Why "IoT security" is a topic and not a research problem, what the Mirai botnet case shows about reframing a question, and how to split a problem into workable sub-problems.

30 min
1.6

Scope and Limitations

Why every study needs to state what it does not claim -- the difference between scope, chosen on purpose, and limitations, disclosed honestly.

20 min