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IE105 Project – Introduction to Information Security and Assurance


📑 Table of Contents

1. Introduction  
2. Related Works  
3. Proposed System  
4. Evaluation  
5. Conclusion  
6. References

🧠 Technologies Used


🌸 Flower – A Friendly Federated Learning Framework

License
PRs Welcome
Build Status
Downloads
Slack Chat

📄 Documentation: Flower Docs


🛡️ PortEx – Malware Analysis Framework

PortEx is a Java-based library designed for static malware analysis of Portable Executable (PE) files. It emphasizes robustness against PE format anomalies and anomaly detection techniques. Written in Java and Scala, it is suitable for integration into Java applications.

PortEx Visualizer

📖 More Info:


🔍 PortExAnalyzer CLI & GUI

  • PortExAnalyzer CLI – Command-line tool utilizing the PortEx library:
    👉 Download JAR file

  • PortExAnalyzer GUI – Graphical interface version:
    👉 PortexAnalyzerGUI


📚 Study and Reference Materials

📘 Textbooks

  1. William Stallings (2017). Cryptography and Network Security: Principles and Practice (7th Edition). Pearson Education.
  2. Michael E. Whitman, Herbert J. Mattord (2017). Principles of Information Security (6th Edition). Cengage Learning.

📄 Reference Documents

  1. Adel Ben Mnaouer, Lamia Chaari Fourati (2021). Enabling Blockchain Technology for Secure Networking and Communications. IGI Global.
  2. Glen D. Singh (2019). Learn Kali Linux 2019. Packt Publishing.

🛠️ Software & Tools for Practice

  1. Kali Linux – Penetration testing and ethical hacking OS: https://www.kali.org
  2. DVWA (Damn Vulnerable Web Application) – Vulnerability training platform: https://www.dvwa.co.uk

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Implementation of a Federated Learning Framework for Portable Executable (PE) Malware Classification.

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