Senior Projects Ideas

There are two types of senior projects that students can do:

  • Category1 : "Reinventing the wheel" projects: In this category of projects, students can build a tool that is already existing in the market. The difference here is that students are building the tool from scratch so they are learning how to build a tool and then how to customise it for their own needs and give their interpretation to the results, instead of limiting themselves to the interpretations of the existing tools. The advantage of this type of project is that it allows students to have the ability to always see behind the scenes whenever they are using different available tools. 

  • Category 2 : New projects: students can propose a new idea that has not existed before. The idea can be proposed by the students or by myself. 

I'm going to propose different projects that are falling into both categories. 


Category1

  • Build a Forensic Framework for Windows using Python: The objective of this project is to build a framework that allows to acquire images from suspect's drives, validate the images and analyse them. The project is planned over several stages; different groups of students can participate in this project.

    • Stage1: Acquisition & validation 

    • Stage2: Analysis of the images/disks to collect evidences

    • Stage3: Analysis of the registry 

    • Stage4: define some methods that can allow to decrypt the suspect's encrypted disks

Category2

  • Build a Verifiable End-to-End Encryption for instant messaging tools. Many instant messaging tools such as What'sApp or Facebook Messenger propose End-to-End encryption (E2EE). However, users can't ensure whether this encryption is applied or not and sometimes the E2EE is not applied always when the correspondents of the user are offline. Other instant messaging tools are not applying E2EE at all. We have already built a proof of concept using Python. We would like to build an Android application that provides the verifiable EE2E idea.

Category2

  • Build a tool that allows us to easily transfer text content between a computer and a telephone. You need to develop a client using Python language on the computer that takes the text to transfer and generate the QR code. In addition, an Android application needs to be developed to read the QR code from the computer and transfer its content into the clipboard of the Android telephone.







Comments

Post a Comment

Popular posts from this blog

What does information security really mean?

Security is defined by Meriam-Webster Dictionary  [1] as  the quality or state of being secure.  Secure itself is defined as :  free from danger  or free from risk of loss If we have one million dollars and live in a utopian world, we will not be worried about the dangers that could exist to our money. We may leave our money in the street and label them with our name; no one will take them. Thus, the security and even trust concepts are not relevant in this world because we are sure that everyone is good and has good intentions. In a dystopian world, we are almost sure that dangers exist. Therefore, almost everyone is interested in our assets. In this world, Security is critical as it is the only way that allows us to survive. Trust is relevant also but should be used much less frequently than Security.   In the real world, we are between the utopia and dystopia worlds. We are not sure about the existence or absence of dangers, and yet we need to make decis...
Read more

Abstract Mathematical Explanation with Examples for Neural Networks

Image
In this article, I will explain the core ideas of neural networks from an abstract mathematical perspective. By "abstract", I mean that I will try to explain the "why" of mathematical concepts without covering all mathematical details. To simplify the mathematical concepts of neural networks, I will use some analogies from real life situations, with visualisations and examples.  I will start by explaining why we need neural networks, and then discuss the role of optimisation and backpropagation algorithms.  Why Do We Need Neural Networks  Neural networks are tools that allow us to approximate complex multivariate functions representing the relationships between dataset inputs and outputs. Typically, it is not feasible to define one explicit equation that can reproduce these multivariate functions. The role of training is thus to approximate them. Indeed, most neural networks architectures are based on a mathematical theorem called Universal Approximation Theorem. Th...
Read more

Can we build perfect secure ciphers whose key spaces are small?

We tend to believe that having a big keyspace is necessary to ensure the secrecy of our information. While this belief is correct for most of our communications, there will be cases when we can obtain perfect secure ciphers whose key spaces are small.  We need to check Shannon’s definition of Perfect Secrecy to see how it is possible. Claude Shannon has many contributions. One of his main contributions was the transformation of cryptography from an art into a rigorous science using probability theory.  In his work, entitled "Communication Theory of Secrecy Systems" 1 ,  Shannon defined the concept of Perfect Secrecy and   proved that the Vernam Cipher is perfectly secure.  Shannon stated that " “Perfect Secrecy” is defined by requiring of a system that after a cryptogram is intercepted by the enemy the a posteriori probabilities of this cryptogram representing various messages be identically the same as the a priori probabilities of the same messages before the ...
Read more