TOKT11101 — INFORMATION SECURITY
Mô tả học phần
The course provides an understanding of the fundamentals of information security, the security standards and regulations for information security, and the basic mechanisms for information security, such as cryptography, digital steganography, and watermarking. It also provides the details of IOT security, cloud computing security, big data security, and AI security; the security threats and countermeasures, the problem of data security and privacy protection for these are also indicated in this course. Applications of information security in various domains of economics (e.g., e-commerce, finance, banking, etc.) are also introduced.
Yêu cầu của học phần
Participate at least 80% of total class
Participant score at least 5.0
Contribute to lesson
Read textbook, do homework
Do not disturb the others in class
Do not eat, use cell phone in class
Laptop, iPad are allowed if needed in practicing, calculating only.
Kế hoạch giảng dạy
Tuần 1
Lecture 1. Introduction
1.1. Syllabus introduction
1.2. Basic concepts of information security
1.3. Information security models
1. 4. Legal, Ethical, and Professional issues in information security
Tài liệu tham khảo
Syllabus
[1] Chapter 1
Đánh giá
- Discuss
- Homework
Tuần 3
Lecture 2. Information security standards and regulations
2.1. Fundamentals of security standards and regulations
2.2. Common information security standards
2.3. Information security standards in Economics
Tài liệu tham khảo
[6] Chapters 1, 2, 3, 4, 5
Đánh giá
- Homework
- Discuss
Tuần 4
Lecture 3. Cryptography and information security
3.1. Introduction
3.2. Stream and block ciphers
3.3. Public key cryptography
3.4. Message authentication and hash functions.
3.5. Digital signature and PKI (Public Key Infrastructure)
3.6. Authentication application
3.6. IP security
3.7. Email security
3.8. Web security
Lab: Hands-on exercises
- Set up Public-Key Infrastructure
- Secure connections to websites: deploying certificate in an HTTPS Web Server; deploying certificate in an Apache-Based HTTPS Website
- Signed and encrypted Email using S/MIME, PGP, GPG
- Encrypting files, hard drives.
Tài liệu tham khảo
[1] Chapter 1, 3, 4, 9, 10, 11, 12, 13, 16, 17, 19, 20
Đánh giá
- Discuss
- Homework
- Project presentation
Tuần 6
Midterm exam
Tuần 9
Lecture 4. Digital Steganography and Watermarking
4.1. Digital watermarking and steganography fundamentals
4.2. Watermarking and Steganography techniques
Tài liệu tham khảo
[7] Chapter 3
Đánh giá
- Discuss
- Homework
Tuần 10
Lecture 5. Internet of Things (IoT) Security
5.1. IOT security fundamentals
5.2. IOT security challenges and requirements
5.3. Data security and privacy protection in IOT
Tài liệu tham khảo
[1] Chapter 23
Đánh giá
- Discuss
- Homework
Tuần 11
Lecture 5. Cloud computing security
4.1. Cloud computing security fundamentals.
4.2. Cloud computing security threats and countermeasures
4.3. Cloud computing data security in banking and e-commerce
Tài liệu tham khảo
[1] Chapter 22
[5] Chapters 3, 4, 11
Đánh giá
- Discuss
- Homework
Tuần 12
Lecture 6. Big data and AI (Artificial Intelligence) security
5.1. Fundamentals of big data security and AI security
5.2. Big data security threats and countermeasures
5.3. Big data security and privacy protection
5.4. AI applications for information security
5.5. Threats and Countermeasures for AI Security
Lab: Hands-on projects
- AI-powered fraud detection systems: Credit Card Fraud Detection; Analyze large datasets to detect unusual patterns or anomalies in financial transactions.
- Membership Inference attacks against Machine Learning Models
- Data poisoning attacks in AI.
- Adversarial attacks in AI.
Tài liệu tham khảo
[2] Chapters 1, 2, 3, 4, 5, 6
Đánh giá
- Discuss
- Homework
- Project presentation
Tuần 15
Summary and Revision
Học liệu
- Cryptography and Network Security: Principles and Practice — William Stallings, 8th Edition, 2022
- Privacy in the Age of Big Data: Recognizing Threats — Theresa Payton, Defending Your Rights, 2023
- AISec: The Guide to Artificial Intelligence (AI) Solution Security — Tim Coakley, 2023
- Artificial Intelligence (AI) Governance and Cyber-Security: A Beginner’s Handbook on Securing and Governing AI Systems — Taimur Ijlal, 2023
- Cloud Computing Security: Foundations and Challenges. 2nd Edition — John R. Vacca, CRC Press, 2020
- Information Security Policies — Douglas J. Landoll, Procedures, 2020
- Digital Watermarking and Steganography: Fundamentals and Techniques. CRC Press — Frank Y. Shih, 2017