Awareness to Deepfake: A resistance mechanism to Deepfake
The goal of this study is to find whether exposure to Deepfake videos makes people better at detecting Deepfake videos and whether it is a better strategy against fighting Deepfake. For this study a group of people from Bangladesh has volunteered. This group were exposed to a number of Deepfake vide...
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| Format: | Conference or Workshop Item |
| Language: | en en |
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2021
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| Online Access: | http://umpir.ump.edu.my/id/eprint/36662/1/Awareness%20to%20Deepfake-%20A%20resistance%20mechanism%20to%20deepfake_FULL.pdf http://umpir.ump.edu.my/id/eprint/36662/2/Awareness%20to%20Deepfake-%20A%20resistance%20mechanism%20to%20Deepfake.pdf http://umpir.ump.edu.my/id/eprint/36662/ https://doi.org/10.1109/ICOTEN52080.2021.9493549 |
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| author | Ahmed, Mohammad Faisal Bin Miah, M. Saef Ullah Bhowmik, Abhijit Sulaiman, Junaida |
| author_facet | Ahmed, Mohammad Faisal Bin Miah, M. Saef Ullah Bhowmik, Abhijit Sulaiman, Junaida |
| author_sort | Ahmed, Mohammad Faisal Bin |
| building | UMPSA Library |
| collection | Institutional Repository |
| content_provider | Universiti Malaysia Pahang Al-Sultan Abdullah |
| content_source | UMPSA Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | The goal of this study is to find whether exposure to Deepfake videos makes people better at detecting Deepfake videos and whether it is a better strategy against fighting Deepfake. For this study a group of people from Bangladesh has volunteered. This group were exposed to a number of Deepfake videos and asked subsequent questions to verify improvement on their level of awareness and detection in context of Deepfake videos. This study has been performed in two phases, where second phase was performed to validate any generalization. The fake videos are tailored for the specific audience and where suited, are created from scratch. Finally, the results are analyzed, and the study’s goals are inferred from the obtained data. |
| format | Conference or Workshop Item |
| id | my.ump.umpir.36662 |
| institution | Universiti Malaysia Pahang |
| language | en en |
| publishDate | 2021 |
| publisher | IEEE |
| record_format | eprints |
| spelling | my.ump.umpir.366622023-01-10T02:23:35Z http://umpir.ump.edu.my/id/eprint/36662/ Awareness to Deepfake: A resistance mechanism to Deepfake Ahmed, Mohammad Faisal Bin Miah, M. Saef Ullah Bhowmik, Abhijit Sulaiman, Junaida QA76 Computer software TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering The goal of this study is to find whether exposure to Deepfake videos makes people better at detecting Deepfake videos and whether it is a better strategy against fighting Deepfake. For this study a group of people from Bangladesh has volunteered. This group were exposed to a number of Deepfake videos and asked subsequent questions to verify improvement on their level of awareness and detection in context of Deepfake videos. This study has been performed in two phases, where second phase was performed to validate any generalization. The fake videos are tailored for the specific audience and where suited, are created from scratch. Finally, the results are analyzed, and the study’s goals are inferred from the obtained data. IEEE 2021-07 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/36662/1/Awareness%20to%20Deepfake-%20A%20resistance%20mechanism%20to%20deepfake_FULL.pdf pdf en http://umpir.ump.edu.my/id/eprint/36662/2/Awareness%20to%20Deepfake-%20A%20resistance%20mechanism%20to%20Deepfake.pdf Ahmed, Mohammad Faisal Bin and Miah, M. Saef Ullah and Bhowmik, Abhijit and Sulaiman, Junaida (2021) Awareness to Deepfake: A resistance mechanism to Deepfake. In: 2021 International Congress of Advanced Technology and Engineering, ICOTEN 2021 , 4 - 5 July 2021 , Virtual, Online. pp. 1-5. (9493549). ISBN 978-166541224-7 (Published) https://doi.org/10.1109/ICOTEN52080.2021.9493549 |
| spellingShingle | QA76 Computer software TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering Ahmed, Mohammad Faisal Bin Miah, M. Saef Ullah Bhowmik, Abhijit Sulaiman, Junaida Awareness to Deepfake: A resistance mechanism to Deepfake |
| title | Awareness to Deepfake: A resistance mechanism to Deepfake |
| title_full | Awareness to Deepfake: A resistance mechanism to Deepfake |
| title_fullStr | Awareness to Deepfake: A resistance mechanism to Deepfake |
| title_full_unstemmed | Awareness to Deepfake: A resistance mechanism to Deepfake |
| title_short | Awareness to Deepfake: A resistance mechanism to Deepfake |
| title_sort | awareness to deepfake: a resistance mechanism to deepfake |
| topic | QA76 Computer software TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/36662/1/Awareness%20to%20Deepfake-%20A%20resistance%20mechanism%20to%20deepfake_FULL.pdf http://umpir.ump.edu.my/id/eprint/36662/2/Awareness%20to%20Deepfake-%20A%20resistance%20mechanism%20to%20Deepfake.pdf http://umpir.ump.edu.my/id/eprint/36662/ https://doi.org/10.1109/ICOTEN52080.2021.9493549 |
| url_provider | http://umpir.ump.edu.my/ |