International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 3743 Milestones and Challenges of Fake News Detection using Digital Forensic Approach Govindraj Chittapur 1 , Pushpa H. 2 1 Assistant Professor, Department of Computer Applications, Basaveshwar Engineering College Bagalkot Karnataka India 2 Student, Department of Computer Applications, Basaveshwar Engineering College Bagalkot Karnataka India ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract – Every day million viewer is watching NEWS by believing what they see in the media., unfortunately, what they are seeing is believable, and trustworthiness is the indispensable challenge for every viewer of the NEWS., Here we are focusing some challenging issues and development era of fake news detection techniques through common channel. We also enlighted list of contributors in the recent trend of tools and technologies available for identifying fake news detection in social news media using digital forensic approaches. Key Words: NEWS, fake news, challenges, milestones, digital forensic 1. INTRODUCTION Fake news is false news, there news broadly includes statements, speeches, posts, claims, and among other types of information related to public figures and organizations, and Fake news is initially false news published by the news. Data set: Dataset is a collection of related, discrete items of associated data that may be accessed individually or in combination or managed a whole entity. Forensic data set: Forensic Data Analysis is a branch of digital forensics. It examines structured data about incidents of monetary crime. The aim is to determine and analyze patterns of fake activities. Digital forensic: Digital forensics has exploded over the last several years. It is used in a wide group of situations, including criminal and civil litigation, intelligence, and administrative proceeding. Digital forensic is the “application of computer science and investigative procedures for a legal purpose involving the analysis of digital evidence.” 1.1 Recent News fakery In this paper, the below figures are shows the fake information in the news channels. Fake news, also known as junk news or pseudo-news Fake news is written and published usually with the intent to mislead to damage an agency, entity, or person, and gain financially or politically, often using sensationalist, dishonest, or outright fabricated to increase readership Fig -1.1 Prime Time With Ravish Kumar, May 17, 2019, | Fake News Being Used As Campaign Weapon? Edited this videos and photographs being to defame political parties increased considerably in the run up to Lok Sabha elections of 201, according to Pratik Sinha of Alt News. Fig -1.2 Fake news telecasted regarding the recent election campaign in 2019. 2. Recent Challenges of Fake News Personalized News Feeds : In social media like Facebook and Twitter have in mindfully created online political cultures of maximal belief and infinite personalization. Public media personalization means