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Department of Informatics - Communication Systems Group

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.           Penetration Tests [13,14]
L08           Security Information and Event Management [15.16]
L09           Risk Management References within slides
L10          

Cybersecurity and Machine Learning (ML)

 [17,18]
L11           Concerns of Machine and Federated Learning (ML/FL)  
L12          

Research and Industry Talk

  
L13           Evaluations and Summary Previous lectures
L14           -  

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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.

  1. William Stallings: Network Security Essentials: Applications and Standards (6th Edition 2016), Pearson.
  2. William Stallings: Cryptography and Network Security: Principles and Practice (7th Edition 2017), Pearson.
  3. Michael Steward: Network Security, Firewalls, and VPNS, ISBN 10: 076379130X
  4. Peter Mell, Timothy Grance. The NIST Definition of Cloud Computing. Special Publication 800-145. National Institute of Standards and Technology (NIST). 2011.
  5. Patrick Engebretson. The Basics of Hacking and Penetration Testing: Ethical Hacking and Penetration Testing Made Easy. Elsevier, 2013.
  6. 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.
  7. 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.
  8. Edwards, P. N., Jackson, S. J., Bowker, G. C., & Knobel, C. P. (2007). Understanding infrastructure: Dynamics, tensions, and design.
  9. Pirayesh, H., & Zeng, H. (2022). Jamming Attacks and Anti-jamming Strategies in Wireless Networks: A Comprehensive Survey. IEEE Communications Surveys & Tutorials.
  10. Cloud Security Alliance. Top Threat to Cloud Computing Pandemic Eleven. URL: https://cloudsecurityalliance.org/artifacts/top-threats-to-cloud-computing-pandemic-eleven/
  11. Debar, H. (2000). An introduction to intrusion-detection systems. Proceedings of Connect, 2000.
  12. 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.
  13. Engebretson, P. (2013). The Basics of Hacking and Penetration Testing: Ethical Hacking and Penetration Testing Made Easy. Elsevier.
  14. Messier, R. (2016). Penetration Testing Basics. Berkeley, CA: Apress.
  15. 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.
  16. 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.
  17. Gereon, A. (2018). Hands-on Machine Learning with Scikit-Learn and Tensor Flow. O’Reily Media Inc., USA.
  18. Chio, C., & Freeman, D. (2018). Machine learning and security: Protecting systems with data and algorithms. " O'Reilly Media, Inc.".

Weiterführende Informationen

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