Lecture Material
Lectures will be held Thursdays, 10:15 - 11:45 at room BIN-2.A.10.
| Lecture | Date | Lecturer(s) | Slides 1-up | Slides 6-up | Release Date | Content (keyword(s)) | Remarks and References |
| L00 | 19.09 | BS | M00-1up (PDF, 563 KB) | M00-6up (PDF, 536 KB) | 09.09 | Course Introduction and Organization | - |
| L01 | 19.09 | BS | M01-1up (PDF, 1 MB) | M01-6up (PDF, 1 MB) | 09.09 | Basic Security Concepts | [1] |
| L02 | 26.09 | BS | M02-1up (PDF, 2 MB) | M02-6up (PDF, 1 MB) | 19.09 | Cryptographic Principles | [2] |
| L03 | 03.10 | BS | M03-1up (PDF, 3 MB) | M03-6up (PDF, 2 MB) | 26.09 | Security by Net. Layers | [1,8,9] |
| L04 | 10.10 | BR | M04-1up (PDF, 2 MB) | M04-6up (PDF, 1 MB) | 03.10 | Cloud Security | [2,4,10] |
| L05 | 17.10 | BR | M05-1up (PDF, 1 MB) | M05-6up (PDF, 837 KB) | 10.10 | ACL, FW, Policies | [1] |
| L06 | 24.10 | BR | M06-1up (PDF, 1 MB) | M06-6up (PDF, 1006 KB) | 17.10 | Intrusion Detection and Prevention Systems | [1,11,12] |
| L07. | 31.10 | BR | M07-1up (PDF, 3 MB) | M07-6up (PDF, 1 MB) | 24.10 | Security Information and Event Management | [13,14] |
| L08 | 07.11 | BR / KK | M08-1up (PDF, 3 MB) | 31.10 | Penetration Tests | [15.16] | |
| L09 | 14.11 | TG | M09-1up (PDF, 2 MB) | M09-6up (PDF, 1 MB) | 07.11 | Risk Management | References within slides |
| L10 | 21.11 | AH | M10-1up (PDF, 1 MB) | M10-6up (PDF, 928 KB) | 14.11 |
Cybersecurity and Machine Learning (ML) |
[17,18] |
| L11 | 28.11 | AH | M11-1up (PDF, 1 MB) | M11-6up (PDF, 1 MB) | 21.11 | Concerns of Machine and Federated Learning (ML/FL) | [17,18] |
| L12 | 05.12 | GG/BR | M12-1up (PDF, 1 MB) | M12-6up (PDF, 721 KB) | 05.12 |
Research and Industry Talk |
|
| L13 | 12.12 | BR | M13-1up (PDF, 1 MB) | M13-6up (PDF, 552 KB) | 10.12 | Evaluations and Summary | Previous lectures |
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References
Several references will be used as a basis during the lectures. However, two major references from W. Stallings below are recommended to provide a basis (seen in lectures M01 and M02) for further specific modules (M03 to M11). Specific references will be pointed out during the lectures or exercise sessions.
- William Stallings: Network Security Essentials: Applications and Standards (6th Edition 2016), Pearson.
- William Stallings: Cryptography and Network Security: Principles and Practice (7th Edition 2017), Pearson.
- Michael Steward: Network Security, Firewalls, and VPNS, ISBN 10: 076379130X
- Peter Mell, Timothy Grance. The NIST Definition of Cloud Computing. Special Publication 800-145. National Institute of Standards and Technology (NIST). 2011.
- Patrick Engebretson. The Basics of Hacking and Penetration Testing: Ethical Hacking and Penetration Testing Made Easy. Elsevier, 2013.
- Xin, Yang, Lingshuang Kong, Zhi Liu, Yuling Chen, Yanmiao Li, Hongliang Zhu, Mingcheng Gao, Haixia Hou, and Chunhua Wang. "Machine Learning and Deep Learning Methods for Cybersecurity." IEEE Access 6 (2018): 35365-35381.
- Khan, Suleman, Abdullah Gani, Ainuddin Wahid Abdul Wahab, Muhammad Shiraz, and Iftikhar Ahmad. "Network Forensics: Review, Taxonomy, and Open Challenges." Journal of Network and Computer Applications 66 (2016): 214-235.
- Edwards, P. N., Jackson, S. J., Bowker, G. C., & Knobel, C. P. (2007). Understanding infrastructure: Dynamics, tensions, and design.
- Pirayesh, H., & Zeng, H. (2022). Jamming Attacks and Anti-jamming Strategies in Wireless Networks: A Comprehensive Survey. IEEE Communications Surveys & Tutorials.
- Cloud Security Alliance. Top Threat to Cloud Computing Pandemic Eleven. URL: https://cloudsecurityalliance.org/artifacts/top-threats-to-cloud-computing-pandemic-eleven/
- Debar, H. (2000). An introduction to intrusion-detection systems. Proceedings of Connect, 2000.
- Canzanese, R., Mancoridis, S., & Kam, M. (2015, August). System call-based detection of malicious processes. In 2015 IEEE International Conference on Software Quality, Reliability and Security (pp. 119-124). IEEE.
- Engebretson, P. (2013). The Basics of Hacking and Penetration Testing: Ethical Hacking and Penetration Testing Made Easy. Elsevier.
- Messier, R. (2016). Penetration Testing Basics. Berkeley, CA: Apress.
- González-Granadillo, G., González-Zarzosa, S., & Diaz, R. (2021). Security information and event management (SIEM): Analysis, Trends, and Usage in Critical Infrastructures. Sensors, 21(14), 4759.
- Bhatt, S., Manadhata, P. K., & Zomlot, L. (2014). The Operational Role of Security Information and Event Management Systems. IEEE security & Privacy, 12(5), 35-41.
- Gereon, A. (2018). Hands-on Machine Learning with Scikit-Learn and Tensor Flow. O’Reily Media Inc., USA.
- Chio, C., & Freeman, D. (2018). Machine learning and security: Protecting systems with data and algorithms. " O'Reilly Media, Inc.".