#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
As we navigate the digital realm that offers unlimited opportunities, it also exposes us to potential cyber threats and scams. A recent incident involving a businessman in Pune serves as a stark reminder of this reality. The victim fell prey to a sophisticated online impersonation fraud, where a cunning criminal posed as a high-ranking official from Hindustan Petroleum Corporation Limited (HPCL). This cautionary tale exposes the inner workings of the scam and highlights the critical need for constant vigilance in the virtual world.
Unveiling the scam
It all began with a phone call received by the victim, who lives in Taware Colony, Pune, on September 5, 2023. The caller, who identified himself as "Manish Pande, department head of HPCL," lured the victim by taking advantage of his online search for an LPG agency. With persuasive tactics, the fraudster claimed to be on the lookout for potential partners.
When a Pune man received a call on September 5, 2023. The caller, who introduced himself as “department head of HPCL”, was actually a cunning fraudster. It turns out, the victim had been searching for an LPG agency online, which the fraudster cleverly used to his advantage. In a twisted plot, the fraudster pretended to be looking for potential locations to establish a new LPG cylinder agency in Pune.
Enthralled by the illusion
The victim fell for the scam, convinced by the mere presence of "HPCL" in the bank account's name. Firstly victim transferred Rs 14,500 online as “registration fees”. Things got worse when, without suspicion, the victim obediently transferred Rs 1,48,200 on September 11 for a so-called "dealership certificate." To add to the charade of legitimacy, the fraudster even sent the victim registration and dealership certificates via email.
Adding to the deception, the fraudster, who had targeted the victim after discovering his online inquiry, requested photos of the victim's property and personal documents, including Aadhaar and PAN cards, educational certificates, and a cancelled cheque. These seemingly legitimate requests only served to reinforce the victim's belief in the scam.
The fraudster said they were looking for a place to allot a new LPG cylinder agency in Pune and would like to see if the victim’s place fits in their criteria. The victim agreed as it was a profitable business opportunity. The fraudster called the victim to “confirm” that his documents have been verified and assured that HPCL would be allotting him an LPG cylinder agency. On September 12, the fraudster again demanded a sum of money, this time for the issuance of an "HPCL license."
As the victim responded that he did not have the money, the fraudster insisted on an immediate payment of at least 50 per cent of the stipulated amount. So the victim transferred Rs 1,95,200 online. On the following day the 13th of September 2023, the fraudster asked the victim for the remaining amount. The victim said he would arrange the money in a few days. Meanwhile, on the same day, the victim went to the HPCL’s office in the Pune Camp area with the documents he had received through the emails. The HPCL employees confirmed these documents were fake, even though they looked very similar to the originals. The disclosure was a pivotal moment, causing the victim to fully comprehend the magnitude of the deceit and ultimately pursue further measures against the cybercriminal.
Best Practices
- Ensuring Caller Identity- Prioritize confirming the identity of anyone reaching out to you, especially when conducting financial transactions. Hold back from divulging confidential information until you have verified the credibility of the request.
- Utilize Official Channels- Communicate with businesses or governmental organizations through their verified contact details found on their official websites or trustworthy sources. Avoid solely relying on information gathered from online searches.
- Maintaining Skepticism with Unsolicited Communication- Exercise caution when approached by unexpected calls or emails, particularly those related to monetary transactions. Beware of manipulative tactics used by scammers to pressure swift decisions.
- Double-Check Information- To ensure accuracy, it is important to validate the information given by the caller on your own. This can be done by double-checking and cross-referencing the details with the official source. If you come across any suspicious activities, do not hesitate to report it to the proper authorities.
- Report Suspicious Activities- Reporting can aid in conducting investigations and providing assistance to the victim and also preventing similar incidents from occurring. It is crucially important to promptly report cyber crimes so law enforcement agencies can take appropriate action. A powerful resource available to victims of cybercrime is the National Cyber Crime Reporting Portal, equipped with a 24x7 helpline number, 1930. This portal serves as a centralized platform for reporting cybercrimes, including financial fraud.
Conclusion
This alarming event serves as a powerful wake-up call to the constant danger posed by online fraud. It is crucial for individuals to remain sceptical, diligently verifying the credibility of unsolicited contacts and steering clear of sharing personal information on the internet. As technology continues to evolve, so do the strategies of cyber criminals, heightening the need for users to stay on guard and knowledgeable in the complex digital world.
References:
- https://indianexpress.com/article/cities/pune/cybercriminal-posing-hindustan-petroleum-official-cheat-pune-man-9081057/
- https://www.timesnownews.com/mirror-now/crime/pune-man-duped-of-rs-3-5-lakh-by-cyber-fraudster-impersonating-hpcl-official-article-106253358
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Introduction
The Senate bill introduced on 19 March 2024 in the United States would require online platforms to obtain consumer consent before using their data for Artificial Intelligence (AI) model training. If a company fails to obtain this consent, it would be considered a deceptive or unfair practice and result in enforcement action from the Federal Trade Commission (FTC) under the AI consumer opt-in, notification standards, and ethical norms for training (AI Consent) bill. The legislation aims to strengthen consumer protection and give Americans the power to determine how their data is used by online platforms.
The proposed bill also seeks to create standards for disclosures, including requiring platforms to provide instructions to consumers on how they can affirm or rescind their consent. The option to grant or revoke consent should be made available at any time through an accessible and easily navigable mechanism, and the selection to withhold or reverse consent must be at least as prominent as the option to accept while taking the same number of steps or fewer as the option to accept.
The AI Consent bill directs the FTC to implement regulations to improve transparency by requiring companies to disclose when the data of individuals will be used to train AI and receive consumer opt-in to this use. The bill also commissions an FTC report on the technical feasibility of de-identifying data, given the rapid advancements in AI technologies, evaluating potential measures companies could take to effectively de-identify user data.
The definition of ‘Artificial Intelligence System’ under the proposed bill
ARTIFICIALINTELLIGENCE SYSTEM- The term artificial intelligence system“ means a machine-based system that—
- Is capable of influencing the environment by producing an output, including predictions, recommendations or decisions, for a given set of objectives; and
- 2. Uses machine or human-based data and inputs to
(i) Perceive real or virtual environments;
(ii) Abstract these perceptions into models through analysis in an automated manner (such as by using machine learning) or manually; and
(iii) Use model inference to formulate options for outcomes.
Importance of the proposed AI Consent Bill USA
1. Consumer Data Protection: The AI Consent bill primarily upholds the privacy rights of an individual. Consent is necessitated from the consumer before data is used for AI Training; the bill aims to empower individuals with unhinged autonomy over the use of personal information. The scope of the bill aligns with the greater objective of data protection laws globally, stressing the criticality of privacy rights and autonomy.
2. Prohibition Measures: The proposed bill intends to prohibit covered entities from exploiting the data of consumers for training purposes without their consent. This prohibition extends to the sale of data, transfer to third parties and usage. Such measures aim to prevent data misuse and exploitation of personal information. The bill aims to ensure companies are leveraged by consumer information for the development of AI without a transparent process of consent.
3. Transparent Consent Procedures: The bill calls for clear and conspicuous disclosures to be provided by the companies for the intended use of consumer data for AI training. The entities must provide a comprehensive explanation of data processing and its implications for consumers. The transparency fostered by the proposed bill allows consumers to make sound decisions about their data and its management, hence nurturing a sense of accountability and trust in data-driven practices.
4. Regulatory Compliance: The bill's guidelines call for strict requirements for procuring the consent of an individual. The entities must follow a prescribed mechanism for content solicitation, making the process streamlined and accessible for consumers. Moreover, the acquisition of content must be independent, i.e. without terms of service and other contractual obligations. These provisions underscore the importance of active and informed consent in data processing activities, reinforcing the principles of data protection and privacy.
5. Enforcement and Oversight: To enforce compliance with the provisions of the bill, robust mechanisms for oversight and enforcement are established. Violations of the prescribed regulations are treated as unfair or deceptive acts under its provisions. Empowering regulatory bodies like the FTC to ensure adherence to data privacy standards. By holding covered entities accountable for compliance, the bill fosters a culture of accountability and responsibility in data handling practices, thereby enhancing consumer trust and confidence in the digital ecosystem.
Importance of Data Anonymization
Data Anonymization is the process of concealing or removing personal or private information from the data set to safeguard the privacy of the individual associated with it. Anonymised data is a sort of information sanitisation in which data anonymisation techniques encrypt or delete personally identifying information from datasets to protect data privacy of the subject. This reduces the danger of unintentional exposure during information transfer across borders and allows for easier assessment and analytics after anonymisation. When personal information is compromised, the organisation suffers not just a security breach but also a breach of confidence from the client or consumer. Such assaults can result in a wide range of privacy infractions, including breach of contract, discrimination, and identity theft.
The AI consent bill asks the FTC to study data de-identification methods. Data anonymisation is critical to improving privacy protection since it reduces the danger of re-identification and unauthorised access to personal information. Regulatory bodies can increase privacy safeguards and reduce privacy risks connected with data processing operations by investigating and perhaps implementing anonymisation procedures.
The AI consent bill emphasises de-identification methods, as well as the DPDP Act 2023 in India, while not specifically talking about data de-identification, but it emphasises the data minimisation principles, which highlights the potential future focus on data anonymisation processes or techniques in India.
Conclusion
The proposed AI Consent bill in the US represents a significant step towards enhancing consumer privacy rights and data protection in the context of AI development. Through its stringent prohibitions, transparent consent procedures, regulatory compliance measures, and robust enforcement mechanisms, the bill strives to strike a balance between fostering innovation in AI technologies while safeguarding the privacy and autonomy of individuals.
References:
- https://fedscoop.com/consumer-data-consent-training-ai-models-senate-bill/#:~:text=%E2%80%9CThe%20AI%20CONSENT%20Act%20gives,Welch%20said%20in%20a%20statement
- https://www.dataguidance.com/news/usa-bill-ai-consent-act-introduced-house#:~:text=USA%3A%20Bill%20for%20the%20AI%20Consent%20Act%20introduced%20to%20House%20of%20Representatives,-ConsentPrivacy%20Law&text=On%20March%2019%2C%202024%2C%20US,the%20U.S.%20House%20of%20Representatives
- https://datenrecht.ch/en/usa-ai-consent-act-vorgeschlagen/
- https://www.lujan.senate.gov/newsroom/press-releases/lujan-welch-introduce-billto-require-online-platforms-receive-consumers-consent-before-using-their-personal-data-to-train-ai-models/

Introduction
The Indian government has developed the National Cybersecurity Reference Framework (NCRF) to provide an implementable measure for cybersecurity, based on existing legislations, policies, and guidelines. The National Critical Information Infrastructure Protection Centre is responsible for the framework. The government is expected to recommend enterprises, particularly those in critical sectors like banking, telecom, and energy, to use only security products and services developed in India. The NCRF aims to ensure that cybersecurity is protected and that the use of made-in-India products is encouraged to safeguard cyber infrastructure. The Centre is expected to emphasise the significant progress in developing indigenous cybersecurity products and solutions.
National Cybersecurity Reference Framework (NCRF)
The Indian government has developed the National Cybersecurity Reference Framework (NCRF), a guideline that sets the standard for cybersecurity in India. The framework focuses on critical sectors and provides guidelines to help organisations develop strong cybersecurity systems. It can serve as a template for critical sector entities to develop their own governance and management systems. The government has identified telecom, power, transportation, finance, strategic entities, government entities, and health as critical sectors.
The NCRF is non-binding in nature, meaning its recommendations will not be binding. It recommends enterprises allocate at least 10% of their total IT budget towards cybersecurity, with monitoring by top-level management or the board of directors. The framework may suggest that national nodal agencies evolve platforms and processes for machine-processing data from different sources to ensure proper audits and rate auditors based on performance.
Regulators overseeing critical sectors may have greater powers to set rules for information security and define information security requirements to ensure proper audits. They also need an effective Information Security Management System (ISMS) instance to access sensitive data and deficiencies related to operations in the critical sector. The policy is based on a Common but Differentiated Responsibility (CBDR) approach, recognising that different organisations have varying levels of cybersecurity needs and responsibilities.
India faces a barrage of cybersecurity-related incidents, such as the high-profile attack on AIIMS Delhi in 2022. Many ministries feel hamstrung by the lack of an overarching framework on cybersecurity when formulating sector-specific legislation. In recent years, threat actors backed by nation-states and organised cyber-criminal groups have attempted to target the critical information infrastructure (CII) of the government and enterprises. The current guiding framework on cybersecurity for critical infrastructure in India comes from the National Cybersecurity Policy of 2013. From 2013 to 2023, the world has evolved significantly due to the emergence of new threats necessitating the development of new strategies.
Significance in the realm of Critical Infrastructure
India faces numerous cybersecurity incidents due to a lack of a comprehensive framework. Critical Information Infrastructure like banking, energy, healthcare, telecommunications, transportation, strategic enterprises, and government enterprises are most targeted by threat actors, including nation-states and cybercriminals. These critical information sectors especially by their vary nature as they hold sensitive data make them prime targets for cyber threats and attacks. Cyber-attacks can compromise patient privacy, disrupt services, compromise control systems, pose safety risks, and disrupt critical services. Hence it is of paramount importance to come up with NCRF which can potentially address the emerging issues by providing sector-specific guidelines.
The Indian government is considering promoting the use of made-in-India products to enhance Cyber Infrastructure
India is preparing to recommend the use of domestically developed cybersecurity products and services, particularly for critical sectors like banking, telecom, and energy, to enhance national security in the face of escalating cybersecurity threats. The initiative aims to enhance national security in response to increasing cybersecurity threats.
Conclusion
Promoting locally made cybersecurity products and services in important industries shows India's commitment to strengthening national security. A step of coming up with the National Cybersecurity Reference Framework (NCRF) which outlines duties, responsibilities, and recommendations for organisations and regulators shows the critical step towards a comprehensive cybersecurity policy framework which is a need of the hour. The government underscoring made-in-India solutions and allocating cybersecurity resources underlines its determination to protect the country's cyber infrastructure in light of increasing cyber threats & attacks. The NCRF is expected to help draft sector-specific guidelines on cyber security.
References
- https://indianexpress.com/article/business/market/overhaul-of-cybersecurity-framework-to-safeguard-cyber-infra-govt-may-push-use-of-made-in-india-products-9133687/
- https://vajiramandravi.com/upsc-daily-current-affairs/mains-articles/national-cybersecurity-reference-framework-ncrf/
- https://m.toppersnotes.com/current-affairs/blog/to-push-cyber-infra-govt-may-push-use-of-made-in-india-products-DxQP
- https://appkida.in/overhaul-of-cybersecurity-framework-in-2024/