FACT OR FICTION? DEEPFAKE TECHNOLOGY AND THE AGE OF DISINFORMATION

Yıl 2025, Sayı: 40, 142 - 177, 25.10.2025

Mustafa Demir

https://doi.org/10.15182/diclesosbed.1602837

Öz

Deepfake technology, enabled by deep learning algorithms, first came to public attention in 2017 with its capacity to generate fabricated yet highly realistic audio and video content. While the technology has potential benefits in fields such as education and the arts, its deployment for disinformation purposes has produced significant social and legal challenges. This study examines the risks posed by deepfakes, with particular emphasis on their impact on democratic processes. Using a combination of literature review and comparative case analysis, the research focuses on deepfake content circulated during the 2024 United States presidential election. The findings indicate that such content contributes to voter manipulation, social polarization, and the spread of misinformation. Fabricated videos and audio recordings were found to undermine democratic procedures and intensify public distrust. The study also evaluates existing legal frameworks on deepfakes and highlights their limitations. Although several countries have introduced regulations addressing deepfake-related harms, these measures tend to be restricted to personal rights violations. They provide limited protection against broader threats such as large-scale manipulation and disinformation campaigns. In conclusion, the research underscores the need to address the ethical and legal dimensions of deepfake technology and argues that more comprehensive regulatory approaches are required to safeguard democratic stability.

Anahtar Kelimeler

Deepfake , Disinformation , Digital Media , Social Media , Election

GERÇEK Mİ, KURGU MU? DEEPFAKE TEKNOLOJİSİ VE DEZENFORMASYON ÇAĞI

Öz

Deepfake teknolojisi, derin öğrenme algoritmaları yoluyla sahte ancak gerçekçi ses ve video içerikleri üretme kapasitesiyle 2017 yılında gündeme gelmiştir. Bu teknoloji eğitim, sanat gibi alanlarda fayda sağlama potansiyeli taşırken; dezenformasyon amaçlı kullanımıyla sosyal ve hukuki sorunlara neden olmuştur. Çalışma, deepfake teknolojisinin ortaya çıkardığı riskleri ele almakta ve demokratik süreçlere yönelik etkilerine odaklanmaktadır. Literatür taraması ve karşılaştırmalı vaka analizi yönteminin kullanıldığı çalışmada, 2024 ABD Başkanlık Seçimleri sürecinde kullanılan deepfake içerikler incelenmiştir. Analizler, deepfake içeriklerin seçmen manipülasyonu, toplumsal kutuplaşma ve bilgi kirliliği gibi sorunlar ortaya çıkardığını göstermektedir. Sahte videolar ve seslerin, demokratik süreçler üzerinde tehdit oluşturduğu tespit edilmiştir. Çalışmada, deepfake teknolojisi ile ilgili hukuki düzenlemeler ele alınmakta ve mevcut mevzuatın yetersizliğine vurgu yapılmaktadır. Çeşitli ülkelerde deepfake içeriklere yönelik hukuki düzenlemeler geliştirilmiş olsa da bu düzenlemelerin çoğunlukla kişisel hak ihlalleriyle sınırlı kaldığı, toplumsal manipülasyon ve dezenformasyona yönelik tedbirlerin eksik olduğu görülmüştür. Çalışmada, deepfake teknolojisinin kullanımının etik ve hukuki boyutlarıyla ele alınarak, daha geniş çaplı düzenlemelerin yapılması gerektiği önerilmektedir.

Anahtar Kelimeler

Deepfake , Dezenformasyon , Dijital Medya , Sosyal Medya , Seçim

Kaynakça

• Referans1 Akkır, A., & Yıldırım, G. (t.y.). Bir Bilişim Suçu: “Deepfake”. Geliş tarihi 08 Kasım 2024, gönderen https://web.archive.org/web/20240616203246/https://www.mgc.com.tr/bir-bilisim-sucu-deepfake/
• Referans2 Babayiğit, B. (2021). Deepfake’in Ceza Hukuku Bakımından Değerlendirilmesi ve De Lege Ferenda Öneriler. Ankara Hacı Bayram Veli Üniversitesi Hukuk Fakültesi Dergisi, 25(4), Article 4. https://doi.org/10.34246/ahbvuhfd.1018877
• Referans3 Bandara, P. (2024, Ekim 4). Study Reveals The Most Deepfaked People of 2024. PetaPixel. https://petapixel.com/2024/10/04/study-reveals-donald-trump-taylor-swift-elon-musk-the-most-deepfaked-people-celebrities-of-2024/
• Referans4 Barocas, S. (2012). The price of precision: Voter microtargeting and its potential harms to the democratic process. Proceedings of the first edition workshop on Politics, elections and data, 31-36. https://doi.org/10.1145/2389661.2389671
• Referans5 Bond, S. (2024, Ağustos 30). How AI-generated memes are changing the 2024 election. NPR. https://www.npr.org/2024/08/30/nx-s1-5087913/donald-trump-artificial-intelligence-memes-deepfakes-taylor-swift
• Referans6 Botha, J., & Pieterse, H. (2020). Fake News and Deepfakes: A Dangerous Threat for 21st Century Information Security. Computer Science, Political Science.
• Referans7 Bridle, J. (2018). New Dark Age: Technology and the End of the Future (Illustrated edition). Verso.
• Referans8 Brown, J. F., & Ng, S. (2023, Şubat 1). China brings into force Regulations on the Administration of Deep Synthesis of Internet Technology addressing deepfakes and similar technologies. https://www.aoshearman.com/en/insights/ao-shearman-on-data/china-brings-into-force-regulations-on-the-administration-of-deep-synthesis-of-internet-technology
• Referans9 Brown, M., & Klepper, D. (2024, Mart 8). 2024 election: Fake AI images of Trump create cause for concern. AP News. https://apnews.com/article/deepfake-trump-ai-biden-tiktok-72194f59823037391b3888a1720ba7c2
• Referans10 Carvajal, L., & Iliadis, A. (2020). Deepfakes: A Prelımınary Systematıc Revıew Of The Lıterature. AoIR Selected Papers of Internet Research. https://doi.org/10.5210/spir.v2020i0.11190
• Referans11 Chadha, A., Kumar, V., Kashyap, S., & Gupta, M. (2021). Deepfake: An Overview. Içinde P. K. Singh, S. T. Wierzchoń, S. Tanwar, M. Ganzha, & J. J. P. C. Rodrigues (Ed.), Proceedings of Second International Conference on Computing, Communications, and Cyber-Security (ss. 557-566). Springer. https://doi.org/10.1007/978-981-16-0733-2_39
• Referans12 Chawki, M. (2024). Navigating legal challenges of deepfakes in the American context: A call to action. Cogent Engineering, 11(1), 2320971. https://doi.org/10.1080/23311916.2024.2320971
• Referans13 Citron, D., & Chesney, R. (2019). Deep Fakes: A Looming Challenge for Privacy, Democracy, and National Security. California Law Review, 107(6), 1753.
• Referans14 Creswell, A., White, T., Dumoulin, V., Arulkumaran, K., Sengupta, B., & Bharath, A. A. (2018). Generative Adversarial Networks: An Overview. IEEE Signal Processing Magazine, 35(1), 53-65. IEEE Signal Processing Magazine. https://doi.org/10.1109/MSP.2017.2765202
• Referans15 Delfino, R. (2023). The Deepfake Defense—Exploring the Limits of the Law and Ethical Norms in Protecting Legal Proceedings from Lying Lawyers. Loyola Law School, 84(5), 1068. https://doi.org/10.2139/ssrn.4355140
• Referans16 Diakopoulos, N., & Johnson, D. (2021). Anticipating and addressing the ethical implications of deepfakes in the context of elections. New Media & Society, 23(7), 2072-2098. https://doi.org/10.1177/1461444820925811
• Referans17 Dias, J. A., Doca, H. H., & Silva, F. F. da. (2021). Bots, fake news, fake faces and deepfakes: Automation, under the bias of dromology, as a sophisticated form of biopower to influence the democratic election process. Pensar - Revista de Ciências Jurídicas, 26(3), Article 3. https://doi.org/10.5020/2317-2150.2021.11840
• Referans18 Dobber, T., Metoui, N., Trilling, D., Helberger, N., & de Vreese, C. (2021). Do (Microtargeted) Deepfakes Have Real Effects on Political Attitudes? The International Journal of Press/Politics, 26(1), 69-91. https://doi.org/10.1177/1940161220944364
• Referans19 Dordevic, M., Milivojevic, M., & Gavrovska, A. (2020). DeepFake Video Production and SIFT-based Analysis. Telfor Journal, 12(1), 22-27. https://doi.org/10.5937/telfor2001022Q
• Referans20 EU AI Act: First regulation on artificial intelligence. (2023, Haziran 8). Topics | European Parliament. https://www.europarl.europa.eu/topics/en/article/20230601STO93804/eu-ai-act-first-regulation-on-artificial-intelligence
• Referans21 Fallis, D. (2009). A Conceptual Analysis of Disinformation. In L. Floridi (Ed.), Philosophy of computing and information: 5 questions (pp. 135–150). Automatic Press / VIP.
• Referans22 Fallis, D. (2015). What is disinformation? What Is Disinformation?, Library Trends 63(3), 401-426. https://dx.doi.org/10.1353/lib.2015.0014.
• Referans23 Farris, F. (2024, Nisan 16). Government cracks down on ‘deepfakes’ creation. GOV.UK. https://www.gov.uk/government/news/government-cracks-down-on-deepfakes-creation
• Referans24 Flyvbjerg, B. (2011). Case Study (SSRN Scholarly Paper No. 2278194). Social Science Research Network. https://papers.ssrn.com/abstract=2278194
• Referans25 George, A. L., & Bennett, A. (2005). Case Studies and Theory Development in the Social Sciences (Illustrated edition). The MIT Press.
• Referans26 Giosanu, A. (2019). Deep Fakes: A Challenge of the Post-Truth Era. Romanian Cyber Security Journal, 1(2), 67-74.
• Referans27 Goldstein, J. A., & Lohn, A. (2024, Ocak 23). Deepfakes, Elections, and Shrinking the Liar’s Dividend, Brennan Center for Justice. www.Brennancenter.Org/. https://www.brennancenter.org/our-work/research-reports/deepfakes-elections-and-shrinking-liars-dividend
• Referans28 Gonzales, N. H., Louis Lobian, A., Hengky, F. M., Rendra Andhika, M., Achmad, S., & Sutoyo, R. (2023). Deepfake Technology: Negative Impacts, Mitigation Methods, and Preventive Algorithms. 2023 IEEE 8th International Conference on Recent Advances and Innovations in Engineering (ICRAIE), 1-5. https://doi.org/10.1109/ICRAIE59459.2023.10468370
• Referans29 Goodfellow, I., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D., Ozair, S., Courville, A., & Bengio, Y. (2020). Generative adversarial networks. Communications of the ACM, 63(11), 139-144. https://doi.org/10.1145/3422622
• Referans30 Graham, M. M. G. (2024, Haziran 26). Deepfakes: Federal and state regulation aims to curb a growing threat. Thomson Reuters Institute. https://www.thomsonreuters.com/en-us/posts/government/deepfakes-federal-state-regulation/
• Referans31 Helmus, T. C. (2022). Artificial Intelligence, Deepfakes, and Disinformation: A Primer (ss. 1-24). RAND Corporation. https://www.rand.org/pubs/perspectives/PEA1043-1.html
• Referans32 Herke, C. (2023). Deepfake: Áldás vagy átok? A blessing or a curse? Pro Futuro, 13. https://doi.org/10.26521/profuturo/2023/1/13334
• Referans33 Hicks, A., & Sanganeira, V. (2024, Mayıs 30). UNREAL: Trump backers use AI images to suggest strong Black support. New York Amsterdam News. http://amsterdamnews.com/news/2024/05/30/trump-backers-use-ai-images-to-suggest-stong-black-support/
• Referans34 Higham, A. (2024, Mart 4). Donald Trump deepfakes with Black voters fuel outrage. Newsweek. https://www.newsweek.com/donald-trump-deepfakes-black-voters-1875610
• Referans35 Ivanov, V. G., & Ignatovskiy, Y. R. (2020). Deepfakes: Prospects for Political Use and Threats to the Individual and National Security. RUDN Journal of Public Administration, 7(4), Article 4. https://doi.org/10.22363/2312-8313-2020-7-4-379-386
• Referans36 Karsondas, A. (2024, Ağustos 14). Deepfake Laws: Deepfakes regulations in the digital age. Yoti. https://www.yoti.com/blog/deepfake-laws/
• Referans37 Khan, E., Aisha, S., Kumar, D., & Mufti, T. (2023). A Systematic Review on Deepfake Technology (ss. 669-685). https://doi.org/10.1007/978-981-19-7615-5_55
• Referans38 Kharvi, P. L. (2024). Understanding the Impact of AI-Generated Deepfakes on Public Opinion, Political Discourse, and Personal Security in Social Media. IEEE Security & Privacy, 22(4), 115-122. IEEE Security & Privacy. https://doi.org/10.1109/MSEC.2024.3405963
• Referans39 Kietzmann, J., Lee, L. W., McCarthy, I. P., & Kietzmann, T. C. (2020a). Deepfakes: Trick or treat? Business Horizons, 63(2), Article 2. https://doi.org/10.1016/j.bushor.2019.11.006 Koca, B. (2020, Aralık 16). Çekişmeli Üretici Ağlar (GAN). Deep Learning Türkiye. https://medium.com/deep-learning-turkiye/%C3%A7eki%C5%9Fmeli-%C3%BCretici-a%C4%9Flar-gan-e64716f4ee9c
• Referans40 Łabuz, M., & Nehring, C. (2024). On the way to deep fake democracy? Deep fakes in election campaigns in 2023. European Political Science. https://doi.org/10.1057/s41304-024-00482-9
• Referans41 Langer, M., & Wyczik, J. (2020). Legal Aspects Of Deepfakes. Roczniki Administracji i Prawa. https://api.semanticscholar.org/CorpusID:234992685
• Referans42 Latham and Watkins. (2023). China’s New AI Regulations (No. 3110; China’s New AI Regulations). https://www.lw.com/admin/upload/SiteAttachments/Chinas-New-AI-Regulations.pdf
• Referans43 Lawson, A. (2023, Nisan 24). A Look at Global Deepfake Regulation Approaches. Responsible AI. https://www.responsible.ai/a-look-at-global-deepfake-regulation-approaches/
• Referans44 Lowe, D. G. (2004). Distinctive Image Features from Scale-Invariant Keypoints. International Journal of Computer Vision, 60(2), 91-110. https://doi.org/10.1023/B:VISI.0000029664.99615.94
• Referans45 Mahairas, A., & Dvilyanski, M. (2018). Disinformation – Дезинформация (Dezinformatsiya). https://api.semanticscholar.org/CorpusID:251863238
• Referans46 Maniyal, V., & Kumar, V. (2024). Unveiling the Deepfake Dilemma: Framework, Classification, and Future Trajectories. IT Professional, 26(2), 32-38. IT Professional. https://doi.org/10.1109/MITP.2024.3369948
• Referans47 Martin, L. J. (1982). Disinformation: An instrumentality in the propaganda arsenal. Political Communication, 2(1), 47-64. https://doi.org/10.1080/10584609.1982.9962747
• Referans48 Matsuo, T. (2024, Ekim 3). Deepfakes and Korean Society: Navigating Risks and Dilemmas. Korea Economic Institute of America. https://keia.org/the-peninsula/deepfakes-and-korean-society-navigating-risks-and-dilemmas/
• Referans49 McCarthy, B. (2024, Nisan 29). Video of Biden botching Ukraine history is a deepfake | Fact Check [Haber]. AFP. https://factcheck.afp.com/doc.afp.com.34LY8TK
• Referans50 Michałkiewicz-Kądziela, E. (2024). The Impact of Deepfakes on Elections and Methods of Combating Disinformation in the Virtual World. Teka Komisji Prawniczej PAN Oddział w Lublinie, 17(1), Article 1. https://doi.org/10.32084/tkp.8615
• Referans51 Mirza, R. (2024, Şubat 25). How AI deepfakes threaten elections across the world in 2024. The Mandarin. https://www.themandarin.com.au/240257-how-ai-deepfakes-threaten-elections-across-the-world-in-2024/
• Referans52 Moehring, C. (2024, Mart 20). Navigating the Mirage: Ethical, Transparency, and Regulatory Challenges in the Age of Deepfakes. https://walton.uark.edu/insights/posts/navigating-the-mirage-ethical-transparency-and-regulatory-challenges-in-the-age-of-deepfakes.php
• Referans53 Oremus, W. (2024, Mart 6). Analysis | What fake images of Trump with Black voters tell us about AI disinformation. The Washington Post. https://www.washingtonpost.com/politics/2024/03/06/what-fake-images-trump-with-black-voters-tell-us-about-ai-disinformation/
• Referans54 Öngün, C. (2020, Şubat 6). Generative Adversarial Networks (GAN) nedir? Medium. https://cihanongun.medium.com/generative-adversarial-networks-gan-nedir-5cc6a48a6870
• Referans55 Painter, R. W. (2023). Deepfake 2024: Will Citizens United and Artificial Intelligence Together Destroy Representative Democracy? (SSRN Scholarly Paper No. 4558216). Social Science Research Network. https://doi.org/10.2139/ssrn.4558216
• Referans56 Papakyriakopoulos, O., Hegelich, S., Shahrezaye, M., & Serrano, J. C. M. (2018). Social media and microtargeting: Political data processing and the consequences for Germany. Big Data & Society, 5(2), 2053951718811844. https://doi.org/10.1177/2053951718811844
• Referans57 Paper, D. (2021). Generative Adversarial Networks. Içinde D. Paper (Ed.), State-of-the-Art Deep Learning Models in TensorFlow: Modern Machine Learning in the Google Colab Ecosystem (ss. 243-263). Apress. https://doi.org/10.1007/978-1-4842-7341-8_10
• Referans58 Paris, B., & Donovan, J. (2019). Deepfakes and Cheap Fakes. Data and Society. https://datasociety.net/library/deepfakes-and-cheap-fakes/
• Referans59 Patil, K., Kale, S., Dhokey, J., & Gulhane, A. (2023). Deepfake Detection using Biological Features: A Survey (No. arXiv:2301.05819). arXiv. http://arxiv.org/abs/2301.05819
• Referans60 Payne, L. (2024, Kasım 5). Deepfake | History & Facts | Britannica. https://www.britannica.com/technology/deepfake
• Referans61 Ramluckan, T. (2024). Deepfakes: The Legal Implications. International Conference on Cyber Warfare and Security, 19(1), Article 1. https://doi.org/10.34190/iccws.19.1.2099
• Referans62 Rodriguez, S. (2024, Eylül 23). Deepfakes Surge During Election Cycles. Georgia Tech. https://news.gatech.edu/news/2024/10/23/deepfakes-surge-during-election-cycles
• Referans63 Rogers, R., & Niederer, S. (2020). The Politics of Social Media Manipulation. Amsterdam University Press. https://doi.org/10.2307/j.ctv1b0fvs5
• Referans64 Romero Moreno, F. (2024). Generative AI and deepfakes: A human rights approach to tackling harmful content. International Review of Law, Computers & Technology, 38(3), 297-326. https://doi.org/10.1080/13600869.2024.2324540
• Referans65 Sahla Habeeba, M. A., Lijiya, A., & Chacko, A. M. (2021). Detection of Deepfakes Using Visual Artifacts and Neural Network Classifier. Içinde M. N. Favorskaya, S. Mekhilef, R. K. Pandey, & N. Singh (Ed.), Innovations in Electrical and Electronic Engineering (ss. 411-422). Springer. https://doi.org/10.1007/978-981-15-4692-1_31
• Referans66 Schiff, K. J., Schiff, D. S., & Bueno, N. S. (2025). The Liar’s Dividend: Can Politicians Claim Misinformation to Evade Accountability? American Political Science Review, 119(1), 71-90. https://doi.org/10.1017/S0003055423001454
• Referans67 Sharp, A. (2023). EU Lawmakers Pass Landmark AI Regulation Bill. Foreign Policy. https://foreignpolicy.com/2023/06/14/eu-ai-act-european-union-chatgpt-regulations-transparency-privacy/
• Referans68 Shepardson, D. (2024, Kasım 26). Consultant fined $6 million for using AI to fake Biden’s voice in robocalls. https://www.reuters.com/. https://www.reuters.com/world/us/fcc-finalizes-6-million-fine-over-ai-generated-biden-robocalls-2024-09-26/
• Referans69 Simons, R. (2024, Mart 4). The truth behind Trump and his smiling black supporters – they’re fake. The Telegraph. https://www.telegraph.co.uk/us/politics/2024/03/04/trump-supporters-target-black-voters-ai-photos-fake/
• Referans70 Spring, M. (2024, Mart 4). Trump supporters target black voters with faked AI images. Https://Www.Bbc.Com. https://www.bbc.com/news/world-us-canada-68440150
• Referans71 Thada, D. V., Shrivastava, M. U., Sharma, J., Singh, K. P., & Ranadeep, M. (2020). A Primer on Generative Adversarial Networks (SSRN Scholarly Paper No. 3670831). Social Science Research Network. https://doi.org/10.2139/ssrn.3670831
• Referans72 The Economic Times. (2024, Mart 8). Fake images made to show Trump with Black supporters highlight concerns around AI and elections. The Economic Times. https://economictimes.indiatimes.com/jobs/c-suite/leaders-uninterrupted-work-and-learn-via-uwa-global-mba-with-iim-kozhikode-certification/articleshow/120695415.cms
• Referans73 Tolosana, R., Vera-Rodriguez, R., Fierrez, J., Morales, A., & Ortega-Garcia, J. (2020). Deepfakes and beyond: A Survey of face manipulation and fake detection. Information Fusion, 64, 131-148. https://doi.org/10.1016/j.inffus.2020.06.014
• Referans74 Vaccari, C., & Chadwick, A. (2020). Deepfakes and Disinformation: Exploring the Impact of Synthetic Political Video on Deception, Uncertainty, and Trust in News. Social Media + Society, 6(1), 2056305120903408. https://doi.org/10.1177/2056305120903408
• Referans75 Wardle, C., & Derakhshan, H. (2017). Information disorder: Toward an interdisciplinary framework for research and policy making. The Council of Europe. https://edoc.coe.int/en/media/7495-information-disorder-toward-an-interdisciplinary-framework-for-research-and-policy-making.html
• Referans76 Weiner, D. I., & Norden, L. (2023, Aralık 12). Regulating AI Deepfakes and Synthetic Media in the Political Arena | Brennan Center for Justice. https://www.brennancenter.org/our-work/research-reports/regulating-ai-deepfakes-and-synthetic-media-political-arena
• Referans77 Yadav, D., & Salmani, S. (2019). Deepfake: A Survey on Facial Forgery Technique Using Generative Adversarial Network. 2019 International Conference on Intelligent Computing and Control Systems (ICCS), 852-857. https://doi.org/10.1109/ICCS45141.2019.9065881
• Referans78 Yeo, A. (2024, Şubat 8). AI-generated deepfake Biden robocalls came from Texas company. Mashable. https://mashable.com/article/biden-ai-deepfake-robocall-life-corporation
• Referans79 Yin, R. K. (2017). Case Study Research and Applications: Design and Methods (6th edition). SAGE Publications, Inc.
• Referans80 Zarouali, B., Dobber, T., De Pauw, G., & De Vreese, C. (2022). Using a Personality-Profiling Algorithm to Investigate Political Microtargeting: Assessing the Persuasion Effects of Personality-Tailored Ads on Social Media. Communication Research, 49(8), 1066-1091. https://doi.org/10.1177/0093650220961965