#FactCheck - Viral video attributed to the Australian Prime Minister is AI-generated; claim of cancelling Pakistani visas is false

Introduction:

Welcome to the second edition of our blog on Digital forensics series. In our previous blog we discussed what digital forensics is,  the process followed by the tools, and the subsequent challenges faced in the field. Further, we looked at how the future of Digital Forensics will hold in the current scenario.  Today, we will explore differences between 3 particular similar sounding terms that vary significantly in functionality when implemented: Copying, Cloning and Imaging.

In Digital Forensics, the preservation and analysis of electronic evidence are important for investigations and legal proceedings. Replication of the data and devices is one of the fundamental tasks in this domain, without compromising the integrity of the original evidence. 

Three primary techniques -- copying, cloning, and imaging -- are used for this purpose. Each technique has its own strengths and is applied according to the needs of the investigation.

In this blog, we will examine the differences between copying, cloning and imaging. We will talk about the importance of each technique, their applications and why imaging  is considered the best for forensic investigations.

Copying

Copying means duplicating data or files from one location to another. When one does copying, it implies that one is using standard copy commands. However, when dealing with evidence, it might be hard to use copy only. It is because the standard copy can alter the metadata and change the hidden or deleted data .

 The characteristics of copying include: 

• Speed: copying is simpler and faster,compared to cloning or imaging.
•  Risk: The risk involved in copying is that the metadata might be altered and all the data might be captured.

Cloning

It is the process where the transfer of the entire contents of a hard drive or a storage device is done  on another storage device. This process is known as cloning . This way, the cloning process captures both the active data and the unallocated space and hidden partitions, thus containing the whole structure of the original device. Cloning is generally used at the sector level of the device. Clones can be used as the working copy of a device .

Characteristics of cloning: 

•  bit-for-bit replication: cloning keeps the exact content and the whole structure of the original device. 
• Use cases: cloning is used when it is needed to keep the original device intact for further examination or a legal affair. 
•  Time consuming: Cloning is usually longer in comparison to simple copying since it involves the whole detailed replication. Though it depends on various factors like the size of the storage device, the speed of the devices involved, and the method of cloning.

Imaging:

It is the process of creating a forensic image of a storage device. A forensic image is a replica copy of every bit of data that was on the source device, this including the allocated, unallocated, and the available slack space .

 The image is then used for analysis and investigation, and the original evidence is left untouched. Images can’t be used as the working copies of a device.  Unlike cloning, which produces working copies, forensic images are typically used for analysis and investigation purposes and are not intended for regular use as working copies.

Characteristics of Imaging:

•  Integrity: Imaging ensures the integrity and authenticity of the evidence produced
•  Flexibility: Forensic image replicas can be mounted as a virtual drive to create image-specific mode for analysis of data without affecting the original evidence . 
• Metadata: Imaging captures metadata associated with the data, thus promoting forensic analysis.

Key Differences

• Purpose: Copying is for everyday use but not good for forensic investigations requiring data integrity. Cloning and imaging are made for forensic preservation.
• Depth of Replication: Cloning and imaging captures the entire storage device including hidden, unallocated, and deleted data  whereas copying may miss crucial forensic data.
• Data Integrity: Imaging and cloning keep the integrity of the original evidence thus making them suitable for legal and forensic use. Which is a critical aspect of forensic investigations.
• Forensic Soundness: Imaging is considered the best in digital forensics due to its comprehensive and non-invasive nature.
• Cloning is generally from one hard disk to another, where as imaging creates a compressed file that contains a snapshot of the entire hard drive or a specific partitions

Conclusion

Therefore, copying, cloning, and imaging all deal with duplication of data or storage devices with significant variations, especially in digital forensic. However, for forensic investigations, imaging is the most selected approach due to the correct preservation of the evidence state for any analysis or legal use . Therefore, it is essential for forensic investigators to understand these rigorous differences to avail of real and uncontaminated digital evidence for their investigation and legal argument.

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Executive Summary: 

Recently, our team came across a video on social media that appears to show a saint lying in a fire during the Mahakumbh 2025. The video has been widely viewed and comes with captions claiming that it is part of a ritual during the ongoing Mahakumbh 2025. After thorough research, we found that these claims are false. The video is unrelated to Mahakumbh 2025 and comes from a different context and location. This is an example of how the information posted was from the past and not relevant to the alleged context.

Claim: 

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A video has gone viral on social media, claiming to show a saint lying in fire during Mahakumbh 2025, suggesting that this act is part of the traditional rituals associated with the ongoing festival. This misleading claim falsely implies that the act is a standard part of the sacred ceremonies held during the Mahakumbh event.

Fact Check: 

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Upon receiving the post we conducted a reverse image search of the key frames extracted from the video, and traced the video to an old article. Further research revealed that the original post was from 2009, when Ramababu Swamiji, aged 80, laid down on a burning fire for the benefit of society. The video is not recent, as it had already gone viral on social media in November 2009. A closer examination of the scene, crowd, and visuals clearly shows that the video is unrelated to the rituals or context of Mahakumbh 2025. Additionally, our research found that such activities are not part of the Mahakumbh rituals. Reputable sources were also kept into consideration to cross-verify this information, effectively debunking the claim and emphasizing the importance of verifying facts before believing in anything.

For more clarity, the YouTube video attached below further clears the doubt, which reminds us to verify whether such claims are true or not.

Conclusion:

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The viral video claiming to depict a saint lying in fire during Mahakumbh 2025 is entirely misleading. Our thorough fact-checking reveals that the video dates back to 2009 and is unrelated to the current event. Such misinformation highlights the importance of verifying content before sharing or believing it. Always rely on credible sources to ensure the accuracy of claims, especially during significant cultural or religious events like Mahakumbh.

• Claim: A viral video claims to show a saint lying in fire during the Mahakumbh 2025.
• Claimed On: X (Formerly Known As Twitter)
• Fact Check: False and Misleading

Introduction 

As digital platforms rapidly become repositories of information related to health, YouTube has emerged as a trusted source people look to for answers. To counter rampant health misinformation online, the platform launched YouTube Health, a program aiming to make “high-quality health information available to all” by collaborating with health experts and content creators. While this is an effort in the right direction, the program needs to be tailored to the specificities of the Indian context if it aims to transform healthcare communication in the long run.

The Indian Digital Health Context 

India’s growing internet penetration and lack of accessible healthcare infrastructure, especially in rural areas, facilitates a reliance on digital platforms for health information. However, these, especially social media, are rife with misinformation. Supplemented by varying literacy levels, access disparities, and lack of digital awareness, health misinformation can lead to serious negative health outcomes. The report ‘Health Misinformation Vectors in India’ by DataLEADS suggests a growing reluctance surrounding conventional medicine, with people looking for affordable and accessible natural remedies instead. Social media helps facilitate this shift. However, media-sharing platforms such as WhatsApp, YouTube, and Facebook host a large chunk of health misinformation. The report identifies that cancer, reproductive health, vaccines, and lifestyle diseases are four key areas susceptible to misinformation in India.

YouTube’s Efforts in Promoting Credible Health Content 

YouTube Health aims to provide evidence-based health information with “digestible, compelling, and emotionally supportive health videos,” from leading experts to everyone irrespective of who they are or where they live. So far, it executes this vision through:

• Content Curation: The platform has health source information panels and content shelves highlighting videos regarding 140+ medical conditions from authority sources like All India Institute of Medical Sciences (AIIMS), National Institute of Mental Health and Neurosciences (NIMHANS), Max Healthcare etc., whenever users search for health-related topics.
• Localization Strategies: The platform offers multilingual health content in regional languages such as Hindi, Tamil, Telugu, Marathi, Kannada, Malayalam, Punjabi, and Bengali, apart from English. This is to help health information reach viewers across most of the country. 
• Verification of professionals: Healthcare professionals and organisations can apply to YouTube’s health feature for their videos to be authenticated as an authority health source on the platform and for their videos to show up on the ‘Health Sources’ shelf.

Challenges 

• Limited Reach: India has a diverse linguistic ecosystem. While health information is made available in over 8 languages, the number is not enough to reach everyone in the country. Efforts to reach more people in vernacular languages need to be ramped up. Further, while there were around 50 billion views of health content on YouTube in 2023, it is difficult to measure the on-ground outcomes of those views.
• Lack of Digital Literacy: Misinformation on digital platforms cannot be entirely curtailed owing to the way algorithms are designed to enhance user engagement. However, uploading authoritative health information as a solution may not be enough, if users lack awareness about misinformation and the need to critically evaluate and trust only credible sources. In India, this critical awareness remains largely underdeveloped.

Conclusion 

Considering that India has over 450 million users, by far the highest number of users in any country in the world, the platform has recognized that it can play a transformative role in the country’s digital health ecosystem. To accomplish its mission “to combat the societal threat of medical misinformation,” YouTube will have to continue to take several proactive measures. There is scope for strengthening collaborations with Indian public health agencies and trusted public figures, national and regional,  to provide credible health information to all.  The approach will have to be tailored to India’s vast linguistic diversity, by encouraging capacity-building for vernacular creators to produce credible content. Finally, multiple stakeholders will need to come together to promote digital literacy through education campaigns about identifying trustworthy sources.

Sources 

• https://indianexpress.com/article/technology/tech-news-technology/youtube-health-dr-garth-graham-interview-9746673/ 
• https://economictimes.indiatimes.com/news/india/cancer-misinformation-extremely-prevalent-in-india-trust-in-science-medicine-crucial-report/articleshow/115931783.cms?from=mdr 
• https://health.youtube/our-mission/ 
• https://health.youtube/features-application/ 
• https://backlinko.com/youtube-users