CYBER SECURITY-II
- Course
- ITSE202 - CYBER SECURITY-II
- Department
- Information Technology Security - English - Undergraduate
- Course Type
- Course
- Status
- Required
- Language
- Turkish
- Credit
- 4
- ECTS
- 0
- T+P+L
- 3 + 0 + 2
- Course Coordinator(s)
- -
- Prerequisite
- -
- Keywords
Course Description
The course aims to provide students with an in-depth understanding of the different types of malware and security breaches and to develop an effective prevention method that will increase overall security in the cyberspace. In this course, students are introduced to various monitoring techniques and protection procedures pertaining to security activities. Students also learn to apply these techniques practically. Topics covered in the course, includes an overview of cyber security infrastructure, cyber security management, wireless networking, organizational policy, information security policy, and defense in depth. At the completion of this course, student will understand the basic principles on how to build a secured computer networks and how to develop a valuable data asset, systems and processes.
CYBER SECURITY-II
Evaluation Tools (Active Term)
No evaluation items have been defined.
Course outcomes
No course outcomes have been defined yet.
Course Syllabus
| Week | Topic |
|---|---|
| Week 1 | Introduction |
| Week 2 | Hadoop and HDFS |
| Week 3 | HBase |
| Week 4 | MapReduce and YARN |
| Week 5 | Spark I |
| Week 6 | Spark II |
| Week 7 | Machine Learning and MLib |
| Week 8 | Classification and Regression Algorithms I |
| Week 9 | Classification and Regression Algorithms II |
| Week 10 | Midterm(s) |
| Week 11 | Unsupervised Learning Algorithms |
| Week 12 | Recommender Systems & Collaborative Filtering |
| Week 13 | Spark Streaming |
| Week 14 | Data Visualization |
| Week 15 | Final |
Reference Books & Course Materials
No reference books have been listed.
Learning Outcomes
- L01 Explain the fundamental concepts, objectives, and importance of cybersecurity in organizational and real-world contexts. SOLO 4
- L02 Describe the principles and functions of network security, cryptography, hashing, and steganography in protecting information systems. SOLO 3
- L03 Identify and classify common cyber threats, cyberattack methods, malware-related risks, and social engineering techniques. SOLO 2.5
- L04 Apply appropriate security protocols, tools, and countermeasures to reduce vulnerabilities and protect computer systems and networks. SOLO 4
- L05 Analyze cybersecurity incidents and select suitable prevention, monitoring, and response strategies for organizational environments. SOLO 3.5
- L06 Perform basic penetration testing and digital forensic procedures to investigate security events and support evidence-based decision making. SOLO 4
- L07 Design a basic security solution or protection strategy to address organizational security needs and support safe system operation. SOLO 4
- L08 Evaluate cybersecurity practices in relation to professional, legal, and ethical responsibilities, including privacy, confidentiality, and data protection. SOLO 5
Program Outcomes
- P01 Be able to apply knowledge of programming
- P02 Be able to design software systems of varying complexity
- P03 Be able to identify, categorize, and develop solutions for computer orientated challenges.
- P04 Be able to demonstrate autonomy and responsibility in managing computer programming projects
- P05 Be able to follow the state of the arts concepts in computer technology
- P06 Be able to design, implement, and evaluate a computational system to meet desired needs within realistic constraints.
- P07 Be able to use appropriate techniques, skills, and tools necessary for computing practice.
- P08 Be able to apply appropriate technologies and techniques for the collection and analysis of organizational and environmental data to facilitate evidence-based decision making
- P09 Be able to apply effective communication skills consistent with the professional environment -
- P10 Be able to apply effective collaboration skills in teamwork consistent with the professional environment -
Po-Lo Matrix
| LO | P01 | P02 | P03 | P04 | P05 | P06 | P07 | P08 | P09 | P10 | Average |
|---|---|---|---|---|---|---|---|---|---|---|---|
| L01 | - | - | - | - | - | - | - | - | - | - | - |
| L02 | - | - | - | - | - | - | - | - | - | - | - |
| L03 | - | - | - | - | - | - | - | - | - | - | - |
| L04 | - | - | - | - | - | - | - | - | - | - | - |
| L05 | - | - | - | - | - | - | - | - | - | - | - |
| L06 | - | - | - | - | - | - | - | - | - | - | - |
| L07 | - | - | - | - | - | - | - | - | - | - | - |
| L08 | - | - | - | - | - | - | - | - | - | - | - |