aspg-3-1325-1791419706 20261008003506 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group Fusion: Practice and Applications FPA 2770-0070 2692-4048 2022 9 2 Ossama Embarak Higher Colleges of Technology (HCT), UAE Mhmed Algrnaodi Electrical Engineering Department, Ecole de technologie superieure, Montreal, Canada The increasing deep learning techniques used in multimedia and network/IoT solve many problems and increase performance. Securing the deep learning models, multimedia, and network/IoT has become a major area of research in the past few years which is considered to be a challenge during generative adversarial attacks over the multimedia or network/IoT. Many efforts and studies try to provide intelligent forensics techniques to solve security issues. This paper introduces a holistic organization of intelligent multimedia forensics that involve deep learning fusion, multimedia, and network/IoT forensics to attack detection. We highlight the importance of using deep learning fusion techniques to obtain intelligent forensics and security over multimedia or Network/IoT. Finally, we discuss the key challenges and future directions in the area of intelligent multimedia forensics using deep learning fusion techniques. 2022 27 47 1325 https://creativecommons.org/licenses/by/4.0/ 10.54216/FPA.090203 https://www.americaspg.com/journal/3/article/1325 https://www.americaspg.com/storage/6755.pdf