International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395-0056
Volume: 11 Issue: 05 | May 2024
p-ISSN: 2395-0072
www.irjet.net
A Study on Deepfake and Synthetic Media: Combining Misinformation and Malicious Use Dr. T. Amalraj Victoire1 , M. Vasuki2 , A. Aravindhan3 1Professor, Department of Master of Computer Application, Sri Manakula Vinayagar Engineering College,
Puducherry605 107, India. 2Associate Professor, Department of Master of Computer Application, Sri Manakula Vinayagar Engineering College, Puducherry605 107, India. 3PG Student, Department of Master of Computer Application, Sri Manakula Vinayagar Engineering College, Puducherry605 107, India. ---------------------------------------------------------------------***--------------------------------------------------------------------arsenal of those seeking to spread misinformation, manipulate public opinion, and undermine trust in media sources. This journal aims to delve deep into the complex and multifaceted landscape of deepfake and synthetic media, particularly focusing on their role in combining misinformation and malicious use. By exploring the intricate interplay between technology, society, and information dissemination, we seek to shed light on the myriad challenges posed by these emerging technologies and to identify strategies for mitigating their harmful effects. Through a multidisciplinary approach, this journal brings together insights from computer science, communication studies, ethics, law, psychology, and beyond to provide a comprehensive understanding of the phenomenon. We examine the technical mechanisms behind deepfake and synthetic media creation, analyze real-world case studies illustrating their impact, discuss the ethical implications of their use, and explore potential regulatory and technological solutions.
ABSTRACT In recent years, the proliferation of deepfake and synthetic media technologies has sparked concerns regarding their potential for spreading misinformation and enabling malicious activities. This paper delves into the intricate landscape where these technologies intersect, exploring their role in propagating misinformation and facilitating deceptive practices. By dissecting the mechanisms behind deepfake and synthetic media creation, we uncover the nuanced challenges they pose to the integrity of information dissemination. Through a comprehensive analysis of case studies and emerging trends, we illuminate the diverse applications of these technologies in spreading falsehoods, manipulating public opinion, and undermining trust in media content. Moreover, we examine the ethical implications and societal ramifications of their widespread adoption, highlighting the urgent need for robust mitigation strategies and regulatory frameworks. By synthesizing insights from multidisciplinary perspectives, this paper offers a holistic understanding of the complex dynamics between deepfake, synthetic media, and misinformation, paving the way for informed discourse and proactive interventions in safeguarding the integrity of our digital ecosystem. Keywords- deepfake, synthetic media, misinformation, malicious use, deception, information integrity, public opinion, trust, ethical implications.
As we navigate this complex terrain, it is essential to foster informed discourse, raise awareness, and collaborate across disciplines and sectors to address the challenges posed by deepfake and synthetic media. By critically examining the intersection of misinformation and malicious use in the context of these technologies, this journal seeks to contribute to a more nuanced understanding of the issues at hand and to pave the way for responsible innovation and safeguarding the integrity of our digital ecosystem.
1.INTRODUCTION
2.LITERATURE SURVEY:
The advent of deepfake and synthetic media technologies has ushered in a new era of digital manipulation, raising profound concerns about their potential implications for society, democracy, and the integrity of information. In recent years, these technologies have garnered significant attention for their ability to create hyperrealist, yet entirely fabricated audiovisual content, blurring the lines between fact and fiction. While originally developed for entertainment and creative purposes, deepfake and synthetic media have increasingly become weapons in the
As deepfake and synthetic media continue to proliferate, scholars from various disciplines have sought to understand their implications for society, democracy, and the dissemination of information. The literature surrounding this phenomenon is rich and multifaceted, offering insights into the technical, ethical, and societal dimensions of these technologies. In the realm of computer science, researchers have made significant strides in developing algorithms and techniques for generating and detecting deepfake and synthetic media. Early works by Hao Li et al. (2018) laid the
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