| Ders Adı | Yazılım Mühendisliğinde Etik |
| Düzey | Lisans (Undergraduate) |
| Öğretim Üyesi | Doç. Dr. İbrahim KÖK |
| E-posta | [email protected] |
| Kurum | İstiklal Bilim ve Teknoloji Üniversitesi — Yazılım Mühendisliği |
| Ofis Saatleri | E-posta ile randevu |
Bu ders, yazılım mühendisliğinin etik boyutlarını ele alır. Etik kuramlar, mesleki davranış kodları, fikri mülkiyet, mahremiyet ve veri koruma, güvenlik sorumluluğu, yapay zekâ etiği ve algoritmik önyargı, ortaya çıkan teknolojilerin (IoT, otonom sistemler) toplumsal etkileri vaka çalışmaları üzerinden incelenir. Öğrenciler etik ikilemleri tanımlayıp çerçevelerle analiz etme becerisi kazanır.
| Hafta | Konu |
|---|---|
| 1 | Etik Kuramların Temelleri / Fundamentals of Ethical Theories |
| 2 | Mesleki Etik Kodları ve Standartlar / Professional Codes of Ethics & Standards |
| 3 | Fikri Mülkiyet ve Açık Kaynak / Intellectual Property & Open Source |
| 4 | Mahremiyet ve Veri Koruma / Privacy & Data Protection |
| 5 | Güvenlik Sorumluluğu / Security Responsibility |
| 6 | Yapay Zekâ Etiği ve Algoritmik Önyargı / AI Ethics & Algorithmic Bias |
| 7 | Otonom Sistemler ve IoT Etiği / Ethics of Autonomous Systems & IoT |
| 8 | Etik Karar Alma Çerçeveleri / Ethical Decision-Making Frameworks |
| 9 | AI-Ethics Makale Sunumları |
| 10 | AI-Ethics Makale Sunumları |
| 11 | AI-Ethics Makale Sunumları |
| 12 | AI-Ethics Makale Sunumları |
| 13 | AI-Ethics Makale Sunumları |
| 14 | AI-Ethics Makale Sunumları |
Ders notları/sunumları için tıklayınız.
Makale atama ve haftalık sunum planı için tıklayınız.
Ders sunum materyalleri için tıklayınız
| # | Makale Adı | Erişim |
|---|---|---|
| 1 | Sabuncuoglu, Burr, Maple — Justified Evidence Collection for Argument-based AI Fairness Assurance (ACM FAccT ’25) | https://dl.acm.org/doi/10.1145/3715275.3732003 |
| 2 | Buyl, Khalaf, Verdun et al. — AI Alignment at Your Discretion (ACM FAccT ’25) | https://dl.acm.org/doi/10.1145/3715275.3732194 |
| 3 | Zollo, Rajaneesh, Zemel, Gillis, Black — Towards Effective Discrimination Testing for Generative AI (ACM FAccT ’25) | https://dl.acm.org/doi/10.1145/3715275.3732067 |
| 4 | Madaio, Kapania, Qadri, Wang, Zaldivar, Denton, Wilcox — Co-Designing Checklists to Understand Organizational Implications of Algorithmic Risk — Best Paper (ACM FAccT ’24) | https://dl.acm.org/doi/10.1145/3630106.3659026 |
| 5 | Spracklen et al. — We Have a Package for You! A Comprehensive Analysis of Package Hallucinations by Code Generating LLMs (USENIX Security ’25) | https://www.usenix.org/system/files/usenixsecurity25-spracklen.pdf |
| 6 | Liu et al. — Make Agent Defeat Agent: Automatic Detection of Taint-Style Vulnerabilities in LLM-based Agents (USENIX Security ’25) | https://www.usenix.org/system/files/usenixsecurity25-liu-fengyu.pdf |
| 7 | AI Ethics: Algorithmic Determinism or Self-Determination? The GPDR Approach | https://ieeexplore.ieee.org/document/9400809 |
| 8 | Tolsdorf et al. — Safety Perceptions of Generative AI Conversational Agents: Trust, Risk, and Fairness (USENIX SOUPS ’25) | https://www.usenix.org/system/files/soups2025-tolsdorf.pdf |
| 9 | Wang, Xue, Li, Wang — Diverse Human Value Alignment for LLMs via Ethical Reasoning (AAAI/ACM AIES ’25) | https://ojs.aaai.org/index.php/AIES/article/view/36744 |
| 10 | Maalej et al. — Software Engineering for Responsible AI (IEEE Computer, 2023) | https://www.computer.org/csdl/magazine/co/2023/04/10098168/1Mg6jiLwKwo |
| 11 | Can We Trust AI Agents? A Case Study of an LLM-Based Multi-Agent System for Ethical AI (arXiv, 2024) | https://arxiv.org/abs/2411.08881 |
| 12 | Mbiazi, Bhange et al. — Survey on AI Ethics: A Socio-Technical Perspective (Computational Intelligence, Wiley, 2025) | https://onlinelibrary.wiley.com/doi/10.1111/coin.70149 |
| 13 | Ethical issues in empirical studies of software engineering | https://ieeexplore.ieee.org/document/1158289/ |
| 14 | Liu, Wang, Zhu, Guo, Yang, Gao — AI Alignment: A Contemporary Survey (ACM Computing Surveys, 58:5, 2025) | https://dl.acm.org/doi/10.1145/3770749 |
| 15 | Ethical Aspects of ChatGPT in Software Engineering Research | Ethical Aspects of ChatGPT in Software Engineering Research |
| 16 | Chen et al. — Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering (ACM Computing Surveys, 56:7, 2024) | https://dl.acm.org/doi/10.1145/3626234 |
| 17 | Mersinas, Bada, Furnell — Cybersecurity Behavior Change: A Conceptualization of Ethical Principles for Behavioral Interventions (Computers & Security, Elsevier, 148, 2025) | https://doi.org/10.1016/j.cose.2024.104025 |
| 18 | AI Ethics: An Empirical Study on the Views of Practitioners and Lawmakers | https://ieeexplore.ieee.org/document/10066257 |
| 19 | Wang, Zhao, Van Kleek, Shadbolt — Challenges and Opportunities in Translating Ethical AI Principles into Practice for Children (Nature Machine Intelligence, 6, 2024) | https://doi.org/10.1038/s42256-024-00805-x |
| 20 | Bauer et al. — A Roadmap for Evaluating Moral Competence in Large Language Models (Nature, 2026) | https://doi.org/10.1038/s41586-025-10021-1 |
| 21 | Berente, Kormylo, Rosenkranz — Test-Driven Ethics for Machine Learning (Communications of the ACM, 67:5, 2024) | https://doi.org/10.1145/3633455 |
| 22 | Sharma et al. — Communication Bias in Large Language Models: A Regulatory Perspective (Communications of the ACM, 69:4, 2026) | https://doi.org/10.1145/3769689 |
| 23 | AI Ethics Principles in Practice: Perspectives of Designers and Developers | https://ieeexplore.ieee.org/document/10071542 |
| 24 | Jaturat, Na-Nan, Hu — Measuring AI Responsibility: A Cross-Country Validation of a Multidimensional Framework (International Journal of Information Management Data Insights, Elsevier, 6:1, 2026) | https://doi.org/10.1016/j.jjimei.2026.100388 |
| 25 | Enabling ethics mechanisms in the governance of algorithmic artificial persons (ALAP) | https://www.sciencedirect.com/science/article/pii/S2666659625000393 |
| 26 | Ethical AI Governance: Mapping a Research Ecosystem (AI and Ethics, Springer, 5, 2025) | https://doi.org/10.1007/s43681-023-00416-z |
| 27 | IA Ethics: An Empirical Study on the | |
| Views of Practitioners and Lawmakers | https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10066257 | |
| 28 | AI Ethics and Governance in the Job Market: Trends, Skills, and Sectoral Demand | https://ieeexplore.ieee.org/document/11007663 |
| 29 | An Overview of Artificial Intelligence Ethics | https://ieeexplore.ieee.org/document/9844014 |