Data Hiding Applications
Software Engineering
Institute of Natural and Applied Sciences
Second Cycle (Master's Degree)
| Course Unit Title | Course Unit Code | Type of Course Unit | Level of Course Unit | Year of Study | Semester | ECTS Credits |
|---|---|---|---|---|---|---|
| Data Hiding Applications | YZM516 | Elective | Master's degree | 1 | Spring | 8 |
Name of Lecturer(s)
Associate Prof. Dr. Mehmet Zeki KONYAR
Learning Outcomes of the Course Unit
1) Knows data hiding methods.
2) Knows watermarking methods.
3) Makes application on picture, video and audio files.
4) Makes watermarking applications in medical images.
5) Knows the quality criteria of data hiding applications.
Program Competencies-Learning Outcomes Relation
| Program Competencies | ||||||||||||||||||
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | ||
| Learning Outcomes | ||||||||||||||||||
| 1 | No relation | High | High | High | High | High | High | High | High | High | High | High | High | High | High | High | High | |
| 2 | High | High | High | High | High | High | High | High | High | High | High | High | High | High | High | High | High | |
| 3 | High | High | High | High | High | High | High | High | High | High | High | High | High | High | High | High | High | |
| 4 | High | High | High | High | High | High | High | High | High | High | High | High | High | High | High | High | High | |
| 5 | High | High | High | High | High | High | High | High | High | High | High | High | High | High | High | High | High | |
Mode of Delivery
Face to Face
Prerequisites and Co-Requisites
None
Recommended Optional Programme Components
Not Required
Course Contents
Data Hiding Fundamentals, Steganography Fundamentals, Steganography Methods and Applications, Steganalysis, Watermarking Methods, Applications of Watermarking Methods, Robust Digital Watermarking , Watermark Security, Performance evaluations in data hiding methods, Data hiding practices in images and videos, Watermarking practices in medical images, Analysis of data hiding software , Analysis of Watermarking software used for copyrights, Data Hiding with Deep Learning, Detection of Deep Fake.
Recommended or Required Reading
1- Veri Gizleme, Yıldıray Yalman, Beta Yayınevi
2- Data hiding fundamentals and applications: content security in digital multimedia, Sencar, Husrev T., Mahalingam Ramkumar, and Ali N. Akansu, Elsevier, 2004.
Planned Learning Activities and Teaching Methods
1) Lecture
2) Lecture
3) Lecture
4) Lecture
5) Question-Answer
6) Question-Answer
7) Question-Answer
8) Question-Answer
9) Question-Answer
10) Question-Answer
11) Project Based Learning
12) Project Based Learning
13) Project Based Learning
14) Project Based Learning
15) Project Based Learning
16) Project Based Learning
Assessment Methods and Criteria
Contribution of Project to Course Grade |
40% |
|---|---|
Contribution of Final Examination to Course Grade |
60% |
Total |
100% |
Language of Instruction
Turkish
Work Placement(s)
Not Required