Unveiling the Deception: Understanding the Urgent Need to Combat Deep Fake Videos

作     者：Jada A. Danner 

作者机构：Computer Science Department Bowie State University Bowie MD USA 

出 版 物：《Journal of Computing Sciences in Colleges》 

年 卷 期：2024年第40卷第3期

学科分类：08[工学] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

主　　题：deep fake technology detection algorithms digital trust erosion disinformation campaigns media literacy initiatives 

摘      要：The exponential growth of deep fake technology presents a profound threat to the fabric of modern society, undermining trust in digital content and eroding the foundations of truth and authenticity. In this study, we delve into the motivations driving the creation and dissemination of deep fake videos, recognizing the urgent imperative to address this pressing global challenge. By dissecting the intricate web of incentives behind deep fake production, including political manipulation, fraud, and misinformation campaigns, we elucidate the farreaching consequences for democratic processes, public discourse, and individual privacy. The proliferation of deep fake videos exacerbates existing societal fissures, perpetuating disinformation, and sowing discord in an already polarized world. Moreover, we underscore the critical need for proactive measures to counteract the pervasive influence of deep fakes, advocating for interdisciplinary collaborations between policymakers, technologists, and civil society. Through the development of robust detection algorithms, enhanced media literacy initiatives, and regulatory frameworks, we can safeguard the integrity of digital content and fortify societal resilience against emerging threats. This study serves as a clarion call to action, highlighting the imperative of collective vigilance and concerted efforts to mitigate the deleterious impacts of deep fake videos. By fostering a deeper understanding of the motivations driving this phenomenon, we pave the way towards a more resilient and trustworthy digital ecosystem, preserving the integrity of information in an increasingly interconnected world.