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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 1- To have advanced theoretical and practical knowledge supported by textbooks, application tools and other resources including current information in the field of Accounting and Finance.
  2. P02 2- To be able to use advanced theoretical and practical knowledge acquired in the field of Accounting and Finance.
  3. P03 3- To be able to interpret and evaluate data, identify problems, analyze and develop solutions based on research and evidence by using advanced knowledge and skills acquired in the field of Accounting and Finance.
  4. P04 4- To be able to take responsibility as an individual and a team member in order to solve complex and unpredictable problems in accounting and finance applications.
  5. P05 5- To be able to plan and manage activities for the development of employees under the responsibility of a project.
  6. P06 6- To be able to determine the learning requirements in the field of Accounting and Finance and to direct their learning.
  7. P07 7- To be able to inform people and institutions about issues related to the field of accounting and finance, and to be able to transfer their ideas and solution proposals in writing and orally.
  8. P08 8- To be able to use information and communication technologies together with computer software at the European Computer Driving License Advanced Level required by the field of Accounting and Finance.
  9. P09 9- To act in accordance with social, scientific, cultural and ethical values in the stages of collecting, interpreting, applying and announcing the results related to the field of accounting and finance.

Po-Lo Matrix

LO P01 P02 P03 P04 P05 P06 P07 P08 P09 Average
L01 - - - - - - - - - -
L02 - - - - - - - - - -
L03 - - - - - - - - - -
L04 - - - - - - - - - -
L05 - - - - - - - - - -
L06 - - - - - - - - - -
L07 - - - - - - - - - -
L08 - - - - - - - - - -