week 12 - Progress Report

 

Pubudu Lasith Indrasiri
Project Title	Phishing attack detection and mitigation using machine learning
Week No	12
PlANNING
Milestone	Planned	Actual	Comment
	To finalized report	funalized
ISSUES
Description	Date	Action/Results	Finishes(Y|N)
		come up with best ML model to detect phishing attacks	done

week 11 - Progress Report

 

Pubudu Lasith Indrasiri
Project Title	Phishing attack detection and mitigation using machine learning
Week No	11
PlANNING
Milestone	Planned	Actual	Comment
	Try to optimize the Machine learning algorithms and get good results Anomaly detection using pycaret	Got good results after tuning Machine learning algorithm’s parameters   Able to prepared lots of graphs
ISSUES
Description	Date	Action/Results	Finishes(Y|N)
			In progress

Week 10- Progress Report

 

Pubudu Lasith Indrasiri
Project Title	Phishing attack detection and mitigation using machine learning
Week No	10
PlANNING
Milestone	Planned	Actual	Comment
	Try to optimize the Machine learning algorithms and get good results calculate MAE. RMSE	Got good results after tuning Machine learning algorithm’s parameters   Able to prepared lots of graphs
ISSUES
Description	Date	Action/Results	Finishes(Y|N)
			In progress

Week 9 Progress Report

 

Pubudu Lasith Indrasiri
Project Title	Phishing attack detection and mitigation using machine learning
Week No	09
PlANNING
Milestone	Planned	Actual	Comment
	feature engineering with different techniques	Got good results after tuning Machine learning algorithm’s parameters   Able to prepared lots of graphs
ISSUES
Description	Date	Action/Results	Finishes(Y|N)
			In progress

Week 8 - Progress Report

 

Pubudu Lasith Indrasiri
Project Title	Phishing attack detection and mitigation using machine learning
Week No	08
PlANNING
Milestone	Planned	Actual	Comment
	Try to optimize the Machine learning algorithms and get good results Do feature engineering and check the results	Got good results after tuning Machine learning algorithm’s parameters. tried clustering as well   Able to prepared lots of graphs
ISSUES
Description	Date	Action/Results	Finishes(Y|N)
		found clusters	In progress