#FactCheck: Fake video falsely claims FM Sitharaman endorsed investment scheme
Executive Summary:
A video gone viral on Facebook claims Union Finance Minister Nirmala Sitharaman endorsed the government’s new investment project. The video has been widely shared. However, our research indicates that the video has been AI altered and is being used to spread misinformation.

Claim:
The claim in this video suggests that Finance Minister Nirmala Sitharaman is endorsing an automotive system that promises daily earnings of ₹15,00,000 with an initial investment of ₹21,000.

Fact Check:
To check the genuineness of the claim, we used the keyword search for “Nirmala Sitharaman investment program” but we haven’t found any investment related scheme. We observed that the lip movements appeared unnatural and did not align perfectly with the speech, leading us to suspect that the video may have been AI-manipulated.
When we reverse searched the video which led us to this DD News live-stream of Sitharaman’s press conference after presenting the Union Budget on February 1, 2025. Sitharaman never mentioned any investment or trading platform during the press conference, showing that the viral video was digitally altered. Technical analysis using Hive moderator further found that the viral clip is Manipulated by voice cloning.

Conclusion:
The viral video on social media shows Union Finance Minister Nirmala Sitharaman endorsing the government’s new investment project as completely voice cloned, manipulated and false. This highlights the risk of online manipulation, making it crucial to verify news with credible sources before sharing it. With the growing risk of AI-generated misinformation, promoting media literacy is essential in the fight against false information.
- Claim: Fake video falsely claims FM Nirmala Sitharaman endorsed an investment scheme.
- Claimed On: Social Media
- Fact Check: False and Misleading
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Introduction
The misinformation crisis has evolved from being merely an abstract risk to a clear-cut and measurable danger to individuals, families, institutions and the whole information ecosystem. The recent death hoax with the famous actor Dharmendra is a perfect illustration of how the monster of falsehoods rises, conquers the world and does damage before the mechanisms of correction have a chance to operate. The first week of November 2025 saw the first wave of reports from different social media accounts and even some online news outlets that claimed Dharmendra had died at the age of 89. The news travelled like wildfire, causing confusion, grief and emotional suffering in large circles of fans, one could say the whole world. But then, the family came to the scene with the loudest, clearest, and most conclusive denial of them all. This case is not a one-time event. It is part of a cycle of misinformation that goes through the stages from one unverified claim to the next due to the emotional value, the virality of platforms, and the accelerating online engagement.
How One Wrong Post Can Create Worry and Fear
This kind of false news spreads fast on social media because people share emotional posts without checking the source, and automated accounts often repeat the same claim which makes it look true. Such hoaxes create fear, sadness and stress for fans, and they place sudden pressure on the family who must deal with public worry at a time when they need calm and privacy. The message shared by Hema Malini who is the wife of the actor shows how hurtful and careless misinformation can be, and it reminds everyone that even one false post can create real emotional damage for many people.

Why This Hoax Spread So Quickly
- Sensationalism Drives Engagement: Rumours regarding the passing of a public figure, particularly someone who is universally loved, cause an immediate outburst of feelings. Such news is practically taken for granted by the online public, who are very likely to share it, most of the time without checking its authenticity, which, in turn, leads to viral spread.
- Very Fast Weaving-in on social media: Social media networks are very much made for swift sharing. Long before the official sources were able to either confirm or dismiss the matter, posts, reels, and messages ripped through the networks.
- Digital Users Not Verifying Source: A large part of the audience depends on screenshots, forwards, and unverified posts for keeping up with the news. This opens a very nice environment for the spreading of hoaxes.
- Weak Verification Protocols: Although there have been measures to inform the public about misinformation, most news companies still give priority to the speed of reporting rather than its correctness, though not all the time, especially for the more entertaining and attractive topics like the health or death of famous people.
- Algorithmic Amplification Risks: The engagement is mainly driven by algorithms that bring to the surface the posts that evoke strong emotions. In a way, it is very unfair because the false or sensational claims are getting in front at the same time as the corrective updates, hence, the public is getting misled. In the absence of algorithmic safeguards, misinformation is on the rise and becoming stronger.
Best Practices For Users:
- Make sure to verify before sharing, especially if the topic is about health or death.
- Get updates by following official accounts rather than through sharing of viral forwards.
- Be aware of the emotional manipulation tactics used in misleading information.
Conclusion
The rumour surrounding Dharmendra's death is yet another example that misinformation, whether promptly corrected or not, can still inflict distress, cause loss of trust and damage to reputation. It also emphasises the need for stronger information governance, responsible digital journalism, and platform intervention mechanisms as a matter of urgency. This incident, from clicks to consequences, points to a basic truth: misinformation in the digital age is quicker to spread than facts, and the responsibility of putting a stop to it falls on all the stakeholders’ platforms, media, and users.
References
- https://timesofindia.indiatimes.com/entertainment/hindi/bollywood/news/esha-deol-and-hema-malini-dismiss-dharmendras-fake-death-news-relieved-fans-pray-for-actors-speedy-recovery-aap-jld-se-jld-apne-ghar-aye/articleshow/125242843.cms
- https://www.altnews.in/media-misreport-bollywood-actor-dharmendra-hasnt-passed-away-yet/
- https://economictimes.indiatimes.com/news/india/dharmendra-death-news-bollywoods-veeru-and-he-man-passes-away-at-89/articleshow/125238900.cms
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Introduction
To every Indian’s pride, the maritime sector has seen tremendous growth under various government initiatives. Still, each step towards growth should be given due regard to security measures. Sadly, cybersecurity is still treated as a secondary requirement in various critical sectors, let alone to protect the maritime sector and its assets. Maritime cybersecurity includes the protection of digital assets and networks that are vulnerable to online threats. Without an adequate cybersecurity framework in place, the assets remain at risk from cyber threats, such as malware and scams, to more sophisticated attacks targeting critical shore-based infrastructure. Amid rising global cyber threats, the maritime sector is emerging as a potential target, underscoring the need for proactive security measures to safeguard maritime operations. In this evolving threat landscape, assuming that India's maritime domain remains unaffected would be unrealistic.
Overview of India’s Maritime Sector
India’s potential in terms of its resources and its ever-so-great oceans. India is well endowed with its dynamic 7,500 km coastline, which anchors 12 major ports and over 200 minor ones. India is strategically positioned along the world’s busiest shipping routes, and it has the potential to rise to global prominence as a key trading hub. As of 2023, India’s share in global growth stands at a staggering 16%, and India is reportedly running its course to become the third-largest economy, which is no small feat for a country of 1.4 billion people. This growth can be attributed to various global initiatives undertaken by the government, such as “Sagarmanthan: The Great Oceans Dialogue,” laying the foundation of an insightful dialogue between the visionaries to design a landscape for the growth of the marine sector. The rationale behind solidifying a security mechanism in the maritime industry lies in the fact that 95% of the country’s trade by volume and 70% by value is handled by this sector.
Current Cybersecurity Landscape in the Maritime Sector
All across the globe, various countries are recognising the importance of their seas and shores, and it is promising that India is not far behind its western counterparts. India has a glorious history of seas that once whispered tales of Trade, Power, and Civilizational glory, and it shall continue to tread its path of glory by solidifying and securing its maritime digital infrastructure. The path brings together an integration of the maritime sector and advanced technologies, bringing India to a crucial juncture – one where proactive measures can help bridge the gap with global best practices. In this context, to bring together an infallible framework, it becomes pertinent to incorporate IMO’s Guidelines on maritime cyber risk management, which establish principles to assess potential threats and vulnerabilities and advocate for enhanced cyber discipline. In addition, the guidelines that are designed to encourage safety and security management practices in the cyber domain warn the authorities against procedural lapses that lead to the exploitation of vulnerabilities in either information technology or operational technology systems.
Anchoring Security: Global Best Practices & Possible Frameworks
The Asia-Pacific region has not fallen behind the US and the European Union in realising the need to have a dedicated framework, with the growing prominence of the maritime sector and countries like Singapore, China, and Japan leading the way with their robust frameworks. They have in place various requirements that govern their maritime operations and keep in check various vulnerabilities, such as Cybersecurity Awareness Training, Cyber Incident Reporting, Data Localisation, establishing secure communications, Incident management, penalties, etc.
Every country striving towards growth and expanding its international trade and commerce must ensure that it is secure from all ends to boost international cooperation and trust. On that note, the maritime sector has to be fortified by placing the best possible practices or a framework that is inclined towards its commitment to growth. The following four measures are indispensable to this framework, and in the maritime industry, they must be adapted to the unique blend of Information Technology (IT) and Operational Technology (OT) used in ships, ports, and logistics. The following mechanisms are not exhaustive in nature but form a fundamental part of the framework:
- Risk Assessment: Identifying, analysing, and ensuring that all systems that are susceptible to cyber threats are prioritized and vulnerability scans are conducted of vessel control systems and shore-based systems. The critical assets that have a larger impact on the whole system should be kept formidable in comparison to other systems that may not require the same attention.
- Access Control: Restrictions with regard to authorisation, wherein access must be restricted to verified personnel to reduce internal threats and external breaches.
- Incident Response Planning: The nature of cyber risks is inherently dynamic in nature; there are no calls for cyber attacks or warfare techniques. Such attacks are often committed in the shadows, so as to require an action plan to respond to and to recover from cyber incidents effectively.
- Continuous Staff Training: Regularly educating all levels of maritime personnel about cyber hygiene, threat trends, and secure practices.
CyberPeace Suggests: Legislative & Executive Imperatives
It can be said with reasonable foresight that the Indian maritime sector is in need of a national maritime cybersecurity framework that operates in cooperation with the international framework. The national imperatives will include robust cyber hygiene requirements, real-time threat intelligence mechanisms, incident response obligations, and penalties for non-compliance. The government must strive to support Indian shipbuilders through grants or incentives to adopt cyber-resilient ship design frameworks.
The legislative quest should be to incorporate the National Maritime Cybersecurity Framework with the well-established CERT-In guidelines and data protection principles. The one indispensable requirement set under the framework should be to mandate Cybersecurity Awareness Training to help deploy trained personnel equipped to tackle cyber threats. The rationale behind such a requirement is that there can be no “one-size-fits-all” approach to managing cybersecurity risk, which is dynamic and evolving in nature, and the trained personnel will play a key role in helping establish a customised framework.
References
- https://pib.gov.in/PressNoteDetails.aspx?NoteId=153432®=3&lang=1
- https://bisresearch.com/industry-report/global-maritime-cybersecurity-market.html#:~:text=Maritime%20cybersecurity%20involves%20safeguarding%20digital,and%20protection%20against%20potential%20risks.
- https://www.shipuniverse.com/2025-maritime-cybersecurity-regulations-a-simplified-breakdown/#:~:text=Japan%3A,for%20incident%20response%20and%20recovery.
- https://wwwcdn.imo.org/localresources/en/OurWork/Security/Documents/MSC-FAL.1-Circ.3-Rev.2%20-%20Guidelines%20On%20Maritime%20Cyber%20Risk%20Management%20(Secretariat)%20(1).pdf

Introduction
As the world seemingly shrinks under the vast, ever-stretching canopy of the internet, the channels through which information flows are becoming increasingly enigmatic and tangled. In the digital world, the gulf between fact and fabrication narrows dramatically, with the veracity of information too often lost in the flood. Amidst the torrents of data, platforms like YouTube, a veritable Goliath in the video streaming sphere, are finding themselves at the forefront of a critical battle against the dark forces of fake news and disinformation—a war that is waged with the intensity of any historical conflict over truth and influence.
It is in this volatile theatre that Google's video behemoth, YouTube, under the scrutiny of the global eye, announces its strategic campaign to shield against the onslaught of misinformation. With India, the world's most populous democracy, on the cusp of its monumental general elections, the stakes could hardly be higher. YouTube's involvement thus evolves beyond corporate social responsibility—it becomes a crusade for the integrity of information, a paladin for the democratic process, and a protector of the public’s right to factual reporting.
The Campaign
The campaign envisioned by YouTube India's vanguard is multifaceted and robust, aimed at rooting out the insidious tendrils of fake news where they lie. At the heart of this mission are two pivotal strategies that form the backbone of YouTube's defense. Firstly, a rigorous misinformation policy, which heralds as a bastion against content designed with duplicitous intent. YouTube Indian Head Ishan Chatterjee elucidates, 'Our misinformation policies clearly state that if the content has been technically manipulated with the intent to deceive a user and there's a danger of real-world harm...we will act against that content.' It is an exhortation of YouTube's commitment to a culture of truth and an acknowledgement of the platform's influence and responsibility. This process, however, is more complex than it appears; it is tangled in socio-political nuances and demands an uncompromising vigilance to identify and dispel falsehoods.
Yet, this is merely the foundation upon which YouTube’s strategy rests. The second prong of their stratagem is even more ambitious—intending not only to eradicate the chaff of misinformation but also to till the soil with the seeds of verifiable, authoritative news content. This is an initiative to resuscitate the public's faith in digital information sources. By allying with credible news publishers and fostering a symbiosis with independent journalists, YouTube has taken up the mantle of an institution that not just police content, but cultivates it, transforming the barren desert of online falsehoods into an oasis of enlightenment.
News on YouTube is symbiotic with the larger consciousness of its users, driving content consumption and engaging millions who seek out current affairs, investigative reports, and in-depth analysis on the platform. The democratisation of news, once the hallowed ground of traditional broadcast and print media, now finds its theatre online. Chatterjee insightfully notes the ascending trend of news story engagement on YouTube Shorts and Connected TV (CTV)—two emergent platforms that have revolutionised content delivery and consumption. CTV, in particular, has skyrocketed in popularity within the past five years, boasting over 58 million viewers in India consuming YouTube content from the comfort of their living rooms as of June 2023, per analytics.
This phenomenon is acutely observed by YouTube's Director and Global Head of Responsibility, Tim Katz, who delineates a portrait of the Indian market's distinctive hunger for live content, particularly news, on CTV. Katz's observations carry an air of fascination, 'The other two things that have been exciting to see are that we've seen a lot of growth, particularly during sensitive moments, with large news stories occurring certainly during an election cycle, and we just see very large growth from many of our authoritative partners.'
The Implications of the Campaign
The tapestry of YouTube's news ecosystem is a rich mosaic of diversity, including independent journalists, broadcasters, legacy print publications, and digital-first media organisations. Katz underscores the gravity of nurturing such a broad and dynamic news environment on the platform, a gesture of YouTube's commitment to a holistic information landscape.
An illuminating report from the Google News Initiative, forged in cooperation with Kantar, reiterates the dominance of video as the consummate medium for news consumption across a spectrum of languages and formats in India. It paints a picture of a nation of insatiable news consumers, with nearly every second Indian language internet user engaging with news content, a substantial proportion hailing from urban locales. Of particular resonance is hyperlocal news, which plucks the chords of local interests and concerns, touching the lives of seven out of ten citizens.
Moreover, the economic impetus behind YouTube’s role in the media firmament is brought to light in the Oxford Economics Impact Report, revealing a staggering 70% of Indian media and music companies with a YouTube presence acknowledge the platform as a crucial revenue stream.
Conclusion
Poised upon the sharp edge of an electric election season—a season that will no doubt be drenched in a spectrum of information, both fact and fable—YouTube's convictions stand as a beacon of reliability. Their initiative is more than a method—it's a philosophy, a dedication to purifying the information sphere. In the digital epoch, where the battle lines for truth are drawn in bytes and bandwidth, YouTube’s rallying cry for responsibility, its vow to safeguard democratic ideals, and its unyielding commitment to illuminating the corridors of knowledge are more than strategies; they are pillars on which a well-informed, engaged, and enlightened citizenry can lean.