Deepfake video detekcija: zašto detektori kasne za generatorima

Dokumentarac prati kako su deepfake alati od Reddit eksperimenta 2017. postali web-aplikacije dostupne bez tehničkog znanja ili skupog hardvera. Tri dokumentirana slučaja — španjolska osnovna škola, južnokorejske Telegram mreže i hongkonška bankovna prijevara od 200 milijuna hongkonških dolara — pokazuju da je dominantna dokumentirana šteta seksualni deepfake, a ne politička propaganda. Gledalac saznaje i zašto vrhunski komercijalni detektori postižu svega 78% točnosti na stvarnom sadržaju te što C2PA može i ne može riješiti. Poglavlja 00:00 Fotografija koje nema 01:57 Pojam, pretpostavka, opseg 05:05 Kako stroj nauči lice 08:44 Od laboratorija do WhatsApp grupe: slijed koraka 12:15 Seul, Telegram i 500 škola 16:11 Dvadeset i pet milijuna dolara na videopoziv 20:04 Isti alat, drukčija šteta: usporedba dvaju vektora 23:58 Zašto detektor ne prati generator 27:09 Natrag u Extremaduru: tri nalaza i jedna granica Izvori - AI Incident Database — Incident 610: Purported Deepfake Technology Was Reportedly Used to Generate Naked Pictures of Underage Girls in Spanish Town: https://incidentdatabase.ai/cite/610/ - Euronews — Spanish teens received deepfake AI nudes of themselves. But is it a crime?: https://www.euronews.com/next/2023/09/24/spanish-teens-received-deepfake-ai-nudes-of-themselves-but-is-it-a-crime - The Modems — Dr. Miriam Al Adib lifted the lid on Almendralejo's AI scandal, and we all need to pay attention: https://themodems.com/tech/dr-miriam-al-adib-lifted-the-lid-on-almendralejos-ai-scandal-and-we-all-need-to-pay-attention/ - Pantallas Amigas — Repaso de noticias sobre deepfakes sexuales: casos que han llegado a los juzgados en España: https://www.pantallasamigas.net/repaso-noticias-deepfakes-sexuales-desnudos-inteligencia-artificial-casos-juzgados-espana/ - Euronews — The Almendralejo case: When AI deepfakes are used to undress teenagers – Euronews Tech Talks: https://www.euronews.com/next/2023/11/15/the-case-of-almendralejo-when-deepfakes-are-used-to-undress-teenagers-euronews-tech-talks- - eldiario.es — Qué pasó con Almendralejo, el primer gran caso 'deepfake' que desnudó a menores con inteligencia artificial: https://www.eldiario.es/extremadura/sociedad/paso-almendralejo-primer-gran-caso-deepfake-desnudo-menores-inteligencia-artificial_1_13421910.html - Know Your Meme — Deepfakes – Know Your Meme: https://knowyourmeme.com/memes/cultures/deepfakes - arXiv / Information Fusion (Elsevier) — DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection (arXiv:2001.00179): https://arxiv.org/html/2001.00179v3 - Vice / Motherboard — AI-Assisted Fake Porn Is Here and We're All Fucked: https://www.vice.com/en/article/gal-gadot-fake-ai-porn/ - arXiv / Information Fusion (Elsevier) — DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection: https://arxiv.org/html/2001.00179v3 - arXiv / Information Fusion (Elsevier), 2020, vol. 64, pp. 131–148 — DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection (arXiv:2001.00179): https://arxiv.org/html/2001.00179v3 - arXiv / ACM Computing Surveys — The Creation and Detection of Deepfakes: A Survey (arXiv:2004.11138): https://arxiv.org/abs/2004.11138 - Internet Archive — FakeApp Video Merging Software – Internet Archive: https://archive.org/details/FakeApp - daslikes (personal blog, contemporary documentation) — FakeApp: A Desktop Tool for Creating Deepfakes via /r/deepfakes: https://daslikes.wordpress.com/2018/01/28/fakeapp-a-desktop-tool-for-creating-deepfakes-via-r-deepfakes/ - Artefact Magazine — FakeApp: Groundbreaking or dangerous?: https://www.artefactmagazine.com/2018/02/13/fakeapp-groundbreaking-or-dangerous/ - Alan Zucconi (developer/educator blog) — How To Install FakeApp: https://www.alanzucconi.com/2018/03/14/how-to-install-fakeapp/ - TechCrunch — Reddit bans 'involuntary porn' communities that trade AI-generated celebrity videos: https://techcrunch.com/2018/02/07/deepfakes-fake-porn-reddit-twitter-ban/ - arXiv / Cornell University — Generative Adversarial Nets – arXiv:1406.2661: https://arxiv.org/abs/1406.2661 - Le Random — Ian Goodfellow on Inventing GANs: https://www.lerandom.art/editorial/ian-goodfellow-on-inventing-gans - ACM / NeurIPS Foundation — Generative Adversarial Nets – ACM Digital Library: https://dl.acm.org/doi/10.5555/2969033.2969125 - IEEE / CVF (Computer Vision Foundation) — Face2Face: Real-Time Face Capture and Reenactment of RGB Videos – CVPR 2016 Open Access: https://openaccess.thecvf.com/content_cvpr_2016/html/Thies_Face2Face_Real-Time_Face_CVPR_2016_paper.html - IEEE / CVF — Face2Face: Real-Time Face Capture and Reenactment of RGB Videos – CVPR 2016 paper PDF: https://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Thies_Face2Face_Real-Time_Face_CVPR_2016_paper.pdf - … Napomene - Naracija: sintetski (AI) glas. Glazba: originalna, sintetizirana za ovaj video. - Sheme su pojednostavljeni prikazi. #dokumentarac #deepfake #AIzlouporaba

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