Assignment Detail:- COMP8325 Applications of Artificial Intelligence for Cyber Security - Macquarie University
Assignment - Description
Learning Outcome 1: Explain the basic concepts and the limitations of Artificial Intelligence;Detect intrusion in networks and systems by applying tools and techniques revealing abnormal patterns in datasets; and
Learning Outcome 2: Analyse the trends of applications of Artificial Intelligence in cyber security-
TASK 1: Merits of Entropy in Attack Detection/Diagnostics
Consider a server-log dataset hosted at Google Drive- Two attacks happened on a day, both somewhere around 8am and noon- Please answer the following questions:
- Identify the exact date and time1- What approach did the attackers use????
There has been significant literature23 discussing how entropy can be used to detect these attacks- To do it effectively, approximation schemes are usually used- You do not have to implement these approximation techniques, but do present an analysis of whether entropy is useful and which com- binations you tried, e-g- src ip, dest ip, src-port, dst-port, etc- Do any reveal anomalies when the two attacks happen????
TASK 2: Web Tracking
Attachment:- Artificial Intelligence for Cyber Security-rar
Most Recent Questions