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TR

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

  1. L01 Explain the fundamental concepts, objectives, and importance of cybersecurity in organizational and real-world contexts. SOLO 4
  2. L02 Describe the principles and functions of network security, cryptography, hashing, and steganography in protecting information systems. SOLO 3
  3. L03 Identify and classify common cyber threats, cyberattack methods, malware-related risks, and social engineering techniques. SOLO 2.5
  4. L04 Apply appropriate security protocols, tools, and countermeasures to reduce vulnerabilities and protect computer systems and networks. SOLO 4
  5. L05 Analyze cybersecurity incidents and select suitable prevention, monitoring, and response strategies for organizational environments. SOLO 3.5
  6. L06 Perform basic penetration testing and digital forensic procedures to investigate security events and support evidence-based decision making. SOLO 4
  7. L07 Design a basic security solution or protection strategy to address organizational security needs and support safe system operation. SOLO 4
  8. L08 Evaluate cybersecurity practices in relation to professional, legal, and ethical responsibilities, including privacy, confidentiality, and data protection. SOLO 5

Program Outcomes

  1. P01 Be able to understand and apply security protocol and tools to security challenges faced in organizations
  2. P02 Be able to design security software to combat security issues
  3. P03 Be able to identify, categorize, and develop security solutions for computer orientated challenges.
  4. P04 Be able to demonstrate autonomy and responsibility in managing computer security projects
  5. P05 Be able to follow the state of the arts concepts in computer technology security
  6. P06 Be able to design, implement, and evaluate a computational system to meet desired security needs within realistic constraints
  7. P07 Be able to use appropriate security techniques, protocols, skills, and tools necessary for securing computer systems
  8. P08 Be able to apply effective communication skills consistent with the professional environment
  9. P09 Be able to apply effective collaboration skills in teamwork consistent with the professional environment
  10. P10 Be able to apply appropriate security technology and techniques to facilitate a safe operation in an organization

Po-Lo Matrix

LO P01 P02 P03 P04 P05 P06 P07 P08 P09 P10 Average
L01 3 1 2 0 4 2 2 1 0 3 1.8
L02 4 1 3 0 3 2 4 1 0 4 2.2
L03 3 2 4 0 3 2 3 1 0 3 2.1
L04 5 2 4 1 3 4 5 1 0 5 3
L05 4 2 4 2 3 3 4 1 1 4 2.8
L06 4 1 4 2 3 3 5 1 1 4 2.8
L07 4 3 5 2 3 5 4 1 0 5 3.2
L08 4 3 5 2 3 5 4 1 0 5 3.2