ISSN 2394-5125
 

Research Article 


FAKE NEWS AND DEEP FAKE DETECTION

Tejaswini Yesugade, Shrikant Kokate, Sarjana Patil, Ritik Varma, Sejal Pawar.

Abstract
Rapid growth of social media and evolution of deep generative network has led to creation of more effective and realistic fake videos. Spread of misinformation in critical situations can causes disasters. So, in order to prevent the harm that can be done using technology, in this paper various methods and models used to detect the fake video and information are presented. Here we compare various algorithms from Machine Learning, Natural Languages Processing and Deep Learning such as CNN, RNN, LSTM and these how these algorithms are used in various techniques.

Key words: Deep Fake, head pose estimation, eye blinking, CNN, RNN, LSTM, LRCN.


 
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How to Cite this Article
Pubmed Style

Tejaswini Yesugade, Shrikant Kokate, Sarjana Patil, Ritik Varma, Sejal Pawar. FAKE NEWS AND DEEP FAKE DETECTION. JCR. 2020; 7(19): 3876-3884. doi:10.31838/jcr.07.19.448


Web Style

Tejaswini Yesugade, Shrikant Kokate, Sarjana Patil, Ritik Varma, Sejal Pawar. FAKE NEWS AND DEEP FAKE DETECTION. http://www.jcreview.com/?mno=126415 [Access: September 14, 2020]. doi:10.31838/jcr.07.19.448


AMA (American Medical Association) Style

Tejaswini Yesugade, Shrikant Kokate, Sarjana Patil, Ritik Varma, Sejal Pawar. FAKE NEWS AND DEEP FAKE DETECTION. JCR. 2020; 7(19): 3876-3884. doi:10.31838/jcr.07.19.448



Vancouver/ICMJE Style

Tejaswini Yesugade, Shrikant Kokate, Sarjana Patil, Ritik Varma, Sejal Pawar. FAKE NEWS AND DEEP FAKE DETECTION. JCR. (2020), [cited September 14, 2020]; 7(19): 3876-3884. doi:10.31838/jcr.07.19.448



Harvard Style

Tejaswini Yesugade, Shrikant Kokate, Sarjana Patil, Ritik Varma, Sejal Pawar (2020) FAKE NEWS AND DEEP FAKE DETECTION. JCR, 7 (19), 3876-3884. doi:10.31838/jcr.07.19.448



Turabian Style

Tejaswini Yesugade, Shrikant Kokate, Sarjana Patil, Ritik Varma, Sejal Pawar. 2020. FAKE NEWS AND DEEP FAKE DETECTION. Journal of Critical Reviews, 7 (19), 3876-3884. doi:10.31838/jcr.07.19.448



Chicago Style

Tejaswini Yesugade, Shrikant Kokate, Sarjana Patil, Ritik Varma, Sejal Pawar. "FAKE NEWS AND DEEP FAKE DETECTION." Journal of Critical Reviews 7 (2020), 3876-3884. doi:10.31838/jcr.07.19.448



MLA (The Modern Language Association) Style

Tejaswini Yesugade, Shrikant Kokate, Sarjana Patil, Ritik Varma, Sejal Pawar. "FAKE NEWS AND DEEP FAKE DETECTION." Journal of Critical Reviews 7.19 (2020), 3876-3884. Print. doi:10.31838/jcr.07.19.448



APA (American Psychological Association) Style

Tejaswini Yesugade, Shrikant Kokate, Sarjana Patil, Ritik Varma, Sejal Pawar (2020) FAKE NEWS AND DEEP FAKE DETECTION. Journal of Critical Reviews, 7 (19), 3876-3884. doi:10.31838/jcr.07.19.448