Nov
01
Intelligent System FP – 31/10/2019 update
The second discussion group has taken place. For our AI Connect Four, we will use the Mini-Max algorithm. Because, the algorithm is suitable for decision making to find the optimal move in a board game such as Connect Four. However, Mini-Max can be considered slow because at each turn, players have many choices. Thus, many branch factors must be sought to find the optimal move.
Later after that, we also got a new idea for our final project. Because we agreed that one of the techniques of machine learning, clustering, is quite useful and is widely applied in everyday life. It is possible for us to replace our project into a program that manages daily schedules automatically with the help of machine learning, which we call AI planning.
Oct
31
Intelligent System FP – 24/10/2019 update
This is the first update for the Intelligent System Final Project.
Group members: Arkaan, Farras, Fiqhy
In our first group meeting, we discussed what project that needs a machine learning capability and suitable to be the final project for Intelligent System course.
The term AI is widely applied in games, therefore, our group decided to make a computer AI for a game. The game we chose was Connect Four, because we thought this project could be considered simple yet difficult and challenging enough to work on.
Oct
23
Intelligent System – Week 5 (UNFINISHED)
In this post, is written my understanding of unsupervised learning through observation: Clustering. The clustering technique in this post will use K-means and Apriori algorithms.
Also, both the exercise and assignments of week five are uploaded here.
Assignment : Question -> Exercise for K-Means Answer -> K-MEANS(assignment)
Exercise : K-MEANS -> K-MEANS(exercise) Apriori -> Exercise for Apriori
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May
12
What is Website Cloning and SE Toolkit?
Website cloning is an action to create an exact copy of a website, which usually used to find vulnerabilities and develop exploits on the cloned website. In this case, website cloning is used to act as a fake website that will receive input from users such as login credential.
The Social-Engineer Toolkit (SET) is specifically designed to perform advanced attacks against the human element. The attacks built into the toolkit are designed to be targeted and focused attacks against a person or organization used during a penetration test.
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May
12
What is Smartphone hacking and MSFvenom?
Smart phone hacking is a practice whereby a third party gains access to an individual’s smartphone through a variety of methods, mostly using a dangerous application that provide remote access to the listener or hacker.
MSFvenom is an instance of Metasploit framework and a combination of Msfpayload and Msfencode. msfvenom replaced both msfpayload and msfencode5.
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