Umer Ashraf (35648) <br/><br/>
Machine learning approach to network intrusion detection  

 - Islamabad  (unpublished)  2025 
 - xiv,  41+iii p.  : ill.  ; 30 cm.  +CD 
<br/><br/> A dissertation submitted in the partial fulfillment of the requirements for the degree of Master of Philosophy in the field of Electrical Engineering to Faculty of Engineering and Applied Sciences.  Includes bibliographical references  Thesis supervisor: Dr. Saqib Amin 
<br/><br/>Thesis (MS)--Riphah International University, 2025 
<br/><br/><br/>English 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Electrical Engineering--logistic regression--Rondom forest--Discriminant--Prevention--FEAS
<br/><br/><label>Dewey Class. No.: </label>621.31  / UME