{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T01:24:23Z","timestamp":1769909063858,"version":"3.49.0"},"reference-count":19,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,14]],"date-time":"2025-12-14T00:00:00Z","timestamp":1765670400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,14]],"date-time":"2025-12-14T00:00:00Z","timestamp":1765670400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,14]]},"DOI":"10.1109\/comcomap68359.2025.11353152","type":"proceedings-article","created":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T21:19:25Z","timestamp":1769721565000},"page":"122-126","source":"Crossref","is-referenced-by-count":0,"title":["Cross-Domain GAN Removal: Evaluating Deepfake Detector Robustness via Artifact-Free Translation"],"prefix":"10.1109","author":[{"given":"Wasin","family":"Alkishri","sequence":"first","affiliation":[{"name":"Arab Open University, Oman,Faculty of Computer Studies,Muscat,Oman"}]},{"given":"Mahmood","family":"Al-Bahri","sequence":"additional","affiliation":[{"name":"Sohr University,Faculty of Computing &amp; IT,Sohar,Oman"}]},{"given":"Yousuf Nasser","family":"Al Husaini","sequence":"additional","affiliation":[{"name":"Arab Open University, Oman,Faculty of Computer Studies,Muscat,Oman"}]},{"given":"Mohammed Abdullah Salim","family":"Al Husaini","sequence":"additional","affiliation":[{"name":"Arab Open University, Oman,Faculty of Computer Studies,Muscat,Oman"}]},{"given":"Mohammad","family":"Abrar","sequence":"additional","affiliation":[{"name":"Arab Open University, Oman,Faculty of Computer Studies,Muscat,Oman"}]},{"given":"Rawad","family":"Abdulghafor","sequence":"additional","affiliation":[{"name":"Arab Open University, Oman,Faculty of Computer Studies,Muscat,Oman"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Deepfake","year":"2024"},{"key":"ref2","article-title":"Deepfakes explained","year":"2024"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.5555\/2969033.2969125"},{"key":"ref4","article-title":"Generative adversarial networks (GANs) explained","year":"2025"},{"key":"ref5","article-title":"What is a GAN?","year":"2025"},{"key":"ref6","article-title":"Introduction to GANs","year":"2025"},{"key":"ref7","article-title":"Deepfake threats and risks","year":"2025"},{"key":"ref8","article-title":"Deepfake detection using cross-domain fusion of spatial and frequency features","author":"Sun","year":"2021","journal-title":"Pattern Recognition Letters"},{"key":"ref9","article-title":"Feature representation transfer for deepfake detection (FReTAL)","volume-title":"Proc. NeurIPS","author":"Kim"},{"key":"ref10","article-title":"SpectraVisionFusion transformer for robust deepfake detection","volume-title":"Journal of Visual Computing and AI","author":"Amin","year":"2024"},{"key":"ref11","doi-asserted-by":"crossref","article-title":"CrossDF: Deep information decomposition for cross-domain deepfake detection","author":"Yang","DOI":"10.3389\/fdata.2025.1669488"},{"key":"ref12","article-title":"RoGA: Gradient alignment for robust deepfake detection","author":"Qiu","year":"2025"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.58346\/jisis.2024.i1.006"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1520"},{"issue":"1","key":"ref15","first-page":"95","article-title":"A systematic review on deepfake generation and detection methods","volume-title":"Electronics","volume":"13","author":"Abbas","year":"2024"},{"key":"ref16","article-title":"Deepfake video detection and generalization: A review","author":"Ramanaharan","year":"2025","journal-title":"Journal of Intelligent Systems"},{"key":"ref17","article-title":"Unmasking synthetic realities in generative AI: A comprehensive review of adversarially robust deepfake detection systems","author":"Khan","year":"2025"},{"key":"ref18","volume-title":"140k Real and Fake Faces [Data set]","year":"2020"},{"issue":"1","key":"ref19","first-page":"109","article-title":"A comparative study of deepfake facial manipulation technique using generative adversarial networks","volume-title":"Discover Artificial Intelligence","volume":"5","author":"Al Kishri","year":"2025"}],"event":{"name":"2025 Computing, Communications and IoT Applications (ComComAp)","location":"Madrid, Spain","start":{"date-parts":[[2025,12,14]]},"end":{"date-parts":[[2025,12,17]]}},"container-title":["2025 Computing, Communications and IoT Applications (ComComAp)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11353105\/11353106\/11353152.pdf?arnumber=11353152","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T21:00:05Z","timestamp":1769806805000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11353152\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,14]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/comcomap68359.2025.11353152","relation":{},"subject":[],"published":{"date-parts":[[2025,12,14]]}}}