#FactCheck - "Deep fake Falsely Claimed as a photo of Arvind Kejriwal welcoming Elon Musk when he visited India to discuss Delhi’s administrative policies.”

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 

Introduction

AI-generated fake videos are proliferating on the Internet indeed becoming more common by the day. There is a use of sophisticated AI algorithms that help manipulate or generate multimedia content such as videos, audio, and images. As a result, it has become increasingly difficult to differentiate between genuine, altered, or fake content, and these AI-manipulated videos look realistic. A recent study has shown that 98% of deepfake-generated videos have adult content featuring young girls, women, and children, with India ranking 6th among the nations that suffer from misuse of deepfake technology. This practice has dangerous consequences and could harm an individual's reputation, and criminals could use this technology to create a false narrative about a candidate or a political party during elections.

The working of deepfake videos is based on algorithms that refine the fake content, and the generators are built and trained in such a way as to get the desired output. The process is repeated several times, allowing the generator to improve the content until it seems realistic, making it more flawless. Deepfake videos are created by specific approaches some of them are: -

• Lip syncing: This is the most common technique used in deepfake. Here, the voice recordings of the video, make it appear as to what was originally said by the person appearing in the video.
• Audio deepfake:  For Audio-generated deepfake, a generative adversarial network (GAN) is used to colon a person’s voice, based on the vocal patterns and refine it till the desired output is generated.

• Deepfake has become so serious that the technology could be used by bad actors or by cyber-terrorist squads to set their Geo-political agendas.  Looking at the present situation in the past few the number of cases has just doubled, targeting children, women and popular faces. 

• Greater Risk: in the last few years the cases of deep fake have risen. by the end of the year 2022, the number of cases has risen to 96% against women and children according to a survey.
• Every 60 seconds, a deepfake pornographic video is created, now quicker and more affordable than ever, it takes less than 25 minutes and costs using just one clean face image.  
• The connection to deepfakes is that people can become targets of "revenge porn" without the publisher having sexually explicit photographs or films of the victim. They may be made using any number of random pictures or images collected from the internet to obtain the same result. This means that almost everyone who has taken a selfie or shared a photograph of oneself online faces the possibility of a deepfake being constructed in their image.

Deepfake-related security concerns

As deepfakes proliferate, more people are realising that they can be used not only to create non-consensual porn but also as part of disinformation and fake news campaigns with the potential to sway elections and rekindle frozen or low-intensity conflicts.

Deepfakes have three security implications: at the international level, strategic deepfakes have the potential to destroy precarious peace; at the national level, deepfakes may be used to unduly influence elections, and the political process, or discredit opposition, which is a national security concern, and at the personal level, the scope for using Women suffer disproportionately from exposure to sexually explicit content as compared to males, and they are more frequently threatened. 

Policy Consideration

Looking at the present situation where the cases of deepfake are on the rise against women and children, the policymakers need to be aware that deepfakes are utilized for a variety of valid objectives, including artistic and satirical works, which policymakers should be aware of. Therefore, simply banning deepfakes is not a way consistent with fundamental liberties. One conceivable legislative option is to require a content warning or disclaimer. Deepfake is an advanced technology and misuse of deepfake technology is a crime.

What are the existing rules to combat deepfakes?

It's worth noting that both the IT Act of 2000 and the IT Rules of 2021 require social media intermediaries to remove deep-fake videos or images as soon as feasible. Failure to follow these guidelines can result in up to three years in jail and a Rs 1 lakh fine. Rule 3(1)(b)(vii) requires social media intermediaries to guarantee that its users do not host content that impersonates another person, and Rule 3(2)(b) requires such content to be withdrawn within 24 hours of receiving a complaint. Furthermore, the government has stipulated that any post must be removed within 36 hours of being published online. Recently government has also issued an advisory to social media intermediaries to identify misinformation and deepfakes.

Conclusion

It is important to foster ethical and responsible consumption of technology. This can only be achieved by creating standards for both the creators and users, educating individuals about content limits, and providing information. Internet-based platforms should also devise techniques to deter the uploading of inappropriate information. We can reduce the negative and misleading impacts of deepfakes by collaborating and ensuring technology can be used in a better manner.  

References

• https://timesofindia.indiatimes.com/life-style/parenting/moments/how-social-media-scandals-like-deepfake-impact-minors-and-students-mental-health/articleshow/105168380.cms?from=mdr
• https://www.aa.com.tr/en/science-technology/deepfake-technology-putting-children-at-risk-say-experts/2980880
• https://wiisglobal.org/deepfakes-as-a-security-issue-why-gender-matters/

Introduction

Snapchat's Snap Map redefined location sharing with an ultra-personalised feature that allows users to track where they and their friends are, discover hotspots, and even explore events worldwide. In November 2024, Snapchat introduced a new addition to its Family Center, aiming to bolster teen safety. This update enables parents to request and share live locations with their teens, set alerts for specific locations, and monitor who their child shares their location with.

While designed with keeping safety in mind, such tracking tools raise significant privacy concerns. Misusing these features could expose teens to potential harm, amplifying the debate around safeguarding children’s online privacy. This blog delves into the privacy and safety challenges Snap Map poses under existing data protection laws, highlighting critical gaps and potential risks.

Understanding Snapmap: How It Works and Why It’s Controversial

Snap Map, built on technology from Snap's acquisition of social mapping startup Zenly, revolutionises real-time location sharing by letting users track friends, send messages, and explore the world through an interactive map. With over 350 million active users by Q4 2023, and India leading with 202.51 million Snapchat users, Snap Map has become a global phenomenon.

This opt-in feature allows users to customise their location-sharing settings, offering modes like "Ghost Mode" for privacy, sharing with all friends, or selectively with specific contacts. However, location updates occur only when the app is in use, adding a layer of complexity to privacy management.

While empowering users to connect and share, Snap Map’s location-sharing capabilities raise serious concerns. Unintentional sharing or misuse of this tool could expose users—especially teens—to risks like stalking or predatory behaviour. As Snap Map becomes increasingly popular, ensuring its safe use and addressing its potential for harm remains a critical challenge for users and regulators.

The Policy Vacuum: Protecting Children’s Data Privacy

Given the potential misuse of location-sharing features, evaluating the existing regulatory frameworks for protecting children's geolocation privacy is important. Geolocation features remain under-regulated in many jurisdictions, creating opportunities for misuse, such as stalking or unauthorised surveillance. Presently, multiple international and national jurisdictions are in the process of creating and implementing privacy laws. The most notable examples are the COPPA in the US, GDPR in the EU and the DPDP Act which have made considerable progress in privacy for children and their online safety. COPPA and GDPR prioritise children’s online safety through strict data protections, consent requirements, and limits on profiling. India’s DPDP Act, 2023, prohibits behavioral tracking and targeted ads for children, enhancing privacy. However, it lacks safeguards against geolocation tracking, leaving a critical gap in protecting children from risks posed by location-based features.

Balancing Innovation and Privacy: The Role of Social Media Platforms

Privacy is an essential element that needs to be safeguarded and this is specifically important for children as they are vulnerable to harm they cannot always foresee. Social media companies must uphold their responsibility to create platforms that do not become a breeding ground for offences against children. Some of the challenges that platforms face in implementing a safe online environment are robust parental control and consent mechanisms to ensure parents are informed about their children’s online presence and options to opt out of services that they feel are not safe for their children. Platforms need to maintain a level of privacy that allows users to know what data is collected by the platform, sharing and retention data policies. 

Policy Recommendations: Addressing the Gaps

Some of the recommendations for addressing the gaps in the safety of minors are as follows:

• Enhancing privacy and safety for minors by taking measures such as mandatory geolocation restrictions for underage users.
• Integrating clear consent guidelines for data protection for users. 
• Collaboration between stakeholders such as government, social media platforms, and civil society is necessary to create awareness about location-sharing risks among parents and children. 

Conclusion

Safeguarding privacy, especially of children, with the introduction of real-time geolocation tools like Snap Map, is critical. While these features offer safety benefits, they also present the danger of misuse, potentially harming vulnerable teens. Policymakers must urgently update data protection laws and incorporate child-specific safeguards, particularly around geolocation tracking. Strengthening regulations and enhancing parental controls are essential to protect young users. However, this must be done without stifling technological innovation. A balanced approach is needed, where safety is prioritised, but innovation can still thrive. Through collaboration between governments, social media platforms, and civil society, we can create a digital environment that ensures safety and progress.

References

• https://indianexpress.com/article/technology/tech-news-technology/snapchat-family-center-real-time-location-sharing-travel-notifications-9669270/
• https://economictimes.indiatimes.com/tech/technology/snapchat-unveils-location-sharing-features-to-safeguard-teen-users/articleshow/115297065.cms?from=mdr
• https://www.thehindu.com/sci-tech/technology/snapchat-adds-more-location-safety-features-for-teens/article68871301.ece 
• https://www.moneycontrol.com/technology/snapchat-expands-parental-control-with-location-tracking-to-make-it-easier-for-parents-to-track-their-kids-article-12868336.html ‍
• https://www.statista.com/statistics/545967/snapchat-app-dau/