Investigating the effectiveness of machine learning algorithms in detecting advanced persistent threats

  CHAPTER ONE: INTRODUCTION ​
1.1​Introduction​
1.2​Background​
1.3​Research Problem Statement​
1.4​Research Questions​
1.5​Research Aims & Objectives​
1.6​Limitations/Scope of the Study​
1.7​Research Methodology (Brief)​
1.8​Organisation of the Thesis (Discuss summary of all the chapters)

CHAPTER TWO: LITERATURE REVIEW​
* Literature sources consulted must be directly relevant to the research
* Ensure literature cited is effective, up to date and authoritative
* You must locate primary and secondary literature sources
* Ensure you give sufficient credit given to other researchers and authors

CHAPTER THREE: SYSTEM ANALYSIS AND DESIGN
* Describe methodology adopted for this project (agile, RAP, prototyping, waterfall, etc)
* Requirements analysis (functional and non-functional)
* Input/Output design
* Database design
* Use Cases, Flowcharts, Class diagrams, sequence diagrams, component diagrams, Pseudocodes, etc

CHAPTER FOUR: IMPLEMENTATION AND EVALUATION
* Perform and present the experiment/system
* Testing the system/test data
* Justification of analyses, descriptions and explanations of phenomenon observed

CHAPTER FIVE: CONCLUSION & FUTURE WORKS​
* Summary of results
* Recommendations
* Future work
* Justification of conclusions in view of data and their analysis

REFERENCES

APA style of referencing​

APPENDICES​

APPENDIX A

APPENDIX B