#FactCheck - "Deepfake Video Falsely Claims Justin Trudeau Endorses Investment Project”

Introduction

Meta is the leader in social media platforms and has been successful in having a widespread network of users and services across global cyberspace. The corporate house has been responsible for revolutionizing messaging and connectivity since 2004. The platform has brought people closer together in terms of connectivity, however, being one of the most popular platforms is an issue as well. Popular platforms are mostly used by cyber criminals to gain unauthorised data or create chatrooms to maintain anonymity and prevent tracking. These bad actors often operate under fake names or accounts so that they are not caught. The platforms like Facebook and Instagram have been often in the headlines as portals where cybercriminals were operating and committing crimes.

To keep the data of the netizen safe and secure Paytm under first of its kind service is offering customers protection against cyber fraud through an insurance policy available for fraudulent mobile transactions up to Rs 10,000 for a premium of Rs 30. The cover ‘Paytm Payment Protect’ is provided through a group insurance policy issued by HDFC Ergo. The company said that the plan is being offered to increase the trust in digital payments, which will push up adoption.

Meta’s Cybersecurity

Meta has one of the best cyber security in the world but that diest mean that it cannot be breached. The social media giant is the most vulnerable platform in cases of data breaches as various third parties are also involved. As seen the in the case of Cambridge Analytica, a huge chunk of user data was available to influence the users in terms of elections. Meta needs to be ahead of the curve to have a safe and secure platform, for this Meta has deployed various AI and ML driven crawlers and software which work o keeping the platform safe for its users and simultaneously figure out which accounts may be used by bad actors and further removes the criminal accounts. The same is also supported by the keen participation of the user in terms of the reporting mechanism. Meta-Cyber provides visibility of all OT activities, observes continuously the PLC and SCADA for changes and configuration, and checks the authorization and its levels. Meta is also running various penetration and bug bounty programs to reduce vulnerabilities in their systems and applications, these testers are paid heavily depending upon the scope of the vulnerability they found.

‍CyberRoot Risk Investigation

Social media giant Meta has taken down over 40 accounts operated by an Indian firm CyberRoot Risk Analysis, allegedly involved in hack-for-hire services along with this Meta has taken down 900 fraudulently run accounts, these accounts are said to be operated from China by an unknown entity. CyberRoot Risk Analysis was responsible for sharing malware over the platform and used it to impersonate themselves just as their targets, i.e lawyers, doctors, entrepreneurs, and industries like – cosmetic surgery, real estate, investment firms, pharmaceutical, private equity firms, and environmental and anti-corruption activists. They would get in touch with such personalities and then share malware hidden in files which would often lead to data breaches subsequently leading to different types of cybercrimes.

Meta and its team is working tirelessly to eradicate the influence of such bad actors from their platforms, use of AI and Ml based tools have increased exponentially.

‍Paytm CyberFraud Cover

Paytm is offering customers protection against cyber fraud through an insurance policy available for fraudulent mobile transactions up to Rs 10,000 for a premium of Rs 30. The cover ‘Paytm Payment Protect’ is provided through a group insurance policy issued by HDFC Ergo. The company said that the plan is being offered to increase the trust in digital payments, which will push up adoption. The insurance cover protects transactions made through UPI across all apps and wallets. The insurance coverage has been obtained by One97 Communications, which operates under the Paytm brand.

The exponential increase in the use of digital payments during the pandemic has made more people susceptible to cyber fraud. While UPI has all the digital safeguards in place, most UPI-related frauds are undertaken by confidence tricksters who get their victims to authorise a transaction by passing collect requests as payments. There are also many fraudsters collecting payments by pretending to be merchants. These types of frauds have resulted in a loss of more than Rs 63 crores in the previous financial year. The issue of data insurance is new to India but is indeed the need of the hour, majority of netizens are unaware of the value of their data and hence remain ignorant towards data protection, such steps will result in safer data management and protection mechanisms, thus safeguarding the Indian cyberspace.

Conclusion

cyberspace is at a critical juncture in terms of data protection and privacy, with new legislation coming out on the same we can expect new and stronger policies to prevent cybercrimes and cyber-attacks. The efforts by tech giants like Meta need to gain more speed in terms of the efficiency of cyber safety of the platform and the user to make sure that the future of the platforms remains secured strongly. The concept of data insurance needs to be shared with netizens to increase awareness about the subject. The initiative by Paytm will be a monumental initiative as this will encourage more platforms and banks to commit towards coverage for cyber crimes. With the increasing cases of cybercrimes, such financial coverage has come as a light of hope and security for the netizens.

Introduction

Advanced deepfake technology blurs the line between authentic and fake. To ascertain the credibility of the content it has become important to differentiate between genuine and manipulated or curated online content highly shared on social media platforms. AI-generated fake voice clone, videos are proliferating on the Internet and social media. There is the use of sophisticated AI algorithms that help manipulate or generate synthetic multimedia content such as audio, video and images. As a result, it has become increasingly difficult to differentiate between genuine, altered, or fake multimedia content. McAfee Corp., a well-known or popular global leader in online protection, has recently launched an AI-powered deepfake audio detection technology under Project “Mockingbird” intending to safeguard consumers against the surging threat of fabricated or AI-generated audio or voice clones to dupe people for money or unauthorisly obtaining their personal information. McAfee Corp. announced its AI-powered deepfake audio detection technology, known as Project Mockingbird, at the Consumer Electronics Show, 2024.

What is voice cloning?

To create a voice clone of anyone's, audio can be deeplyfaked, too, which closely resembles a real voice but, in actuality, is a fake voice created through deepfake technology. 

Emerging Threats: Cybercriminal Exploitation of Artificial Intelligence in Identity Fraud, Voice Cloning, and Hacking Acceleration

AI is used for all kinds of things from smart tech to robotics and gaming. Cybercriminals are misusing artificial intelligence for rather nefarious reasons including voice cloning to commit cyber fraud activities. Artificial intelligence can be used to manipulate the lips of an individual so it looks like they're saying something different, it could also be used for identity fraud to make it possible to impersonate someone for a remote verification for your bank and it also makes traditional hacking more convenient. Cybercriminals have been misusing advanced technologies such as artificial intelligence, which has led to an increase in the speed and volume of cyber attacks, and that's been the theme in recent times.

Technical Analysis

To combat Audio cloning fraudulent activities, McAfee Labs has developed a robust AI model that precisely detects artificially generated audio used in videos or otherwise.

• Context-Based Recognition: Contextual assessment is used by technological devices to examine audio components in the overall setting of an audio. It improves the model's capacity to recognise discrepancies suggestive of artificial intelligence-generated audio by evaluating its surroundings information.
• Conductual Examination: Psychological detection techniques examine linguistic habits and subtleties, concentrating on departures from typical individual behaviour. Examining speech patterns, tempo, and pronunciation enables the model to identify artificially or synthetically produced material.
• Classification Models: Auditory components are categorised by categorisation algorithms for detection according to established traits of human communication. The technology differentiates between real and artificial intelligence-synthesized voices by comparing them against an extensive library of legitimate human speech features.
• Accuracy Outcomes: McAfee Labs' deepfake voice recognition solution, which boasts an impressive ninety per cent success rate, is based on a combined approach incorporating psychological, context-specific, and categorised identification models. Through examining audio components in the larger video context and examining speech characteristics, such as intonation, rhythm, and pronunciation, the system can identify discrepancies that could be signs of artificial intelligence-produced audio. Categorical models make an additional contribution by classifying audio information according to characteristics of known human speech. This all-encompassing strategy is essential for precisely recognising and reducing the risks connected to AI-generated audio data, offering a strong barrier against the growing danger of deepfake situations.
• Application Instances: The technique protects against various harmful programs, such as celebrity voice-cloning fraud and misleading content about important subjects.

Conclusion

It is important to foster ethical and responsible consumption of technology. Awareness of common uses of artificial intelligence is a first step toward broader public engagement with debates about the appropriate role and boundaries for AI. Project Mockingbird by Macafee employs AI-driven deepfake audio detection to safeguard against cyber criminals who are using fabricated AI-generated audio for scams and manipulating the public image of notable figures, protecting consumers from financial and personal information risks. 

References:

• https://www.cnbctv18.com/technology/mcafee-deepfake-audio-detection-technology-against-rise-in-ai-generated-misinformation-18740471.htm
• https://www.thehindubusinessline.com/info-tech/mcafee-unveils-advanced-deepfake-audio-detection-technology/article67718951.ece
• https://lifestyle.livemint.com/smart-living/innovation/ces-2024-mcafee-ai-technology-audio-project-mockingbird-111704714835601.html
• https://news.abplive.com/fact-check/audio-deepfakes-adding-to-cacophony-of-online-misinformation-abpp-1654724

Introduction 

In recent years, the online gaming sector has seen tremendous growth and is one of the fastest-growing components of the creative economy, contributing significantly to innovation, employment generation and export earnings. India possesses a large pool of skilled young professionals, strong technological capabilities and a rapidly growing domestic market, which together provide an opportunity for the country to assume a leadership role in the global value chain of online gaming. With this, the online gaming industry has also faced an environment of exploitation, abuse, with notable cases of fraud, money laundering, and other emerging cybercrimes. In order to protect the interests of players, ensure fair play and competition, safe and secure online gaming environment, the need for introducing and establishing dedicated gaming regulation was a need of the hour. 

On 20 August 2025, the Union government introduced a new bill, ‘Promotion and Regulation of Online Gaming Bill, 2025’ in Lok Sabha that seeks to prohibit online money gaming, including advertisements and financial transactions related to such platforms. From the introduction, the said bill was passed at 5 PM on the same date. Further, the upper house of parliament (Rajya Sabha) passed the bill on 21st August 2025. The bill can be seen as a progressive step towards building safer online gaming spaces for everyone, especially for our youth and combating the emerging cybercrime threats present in the online gaming landscape.

Key Highlights of the Bill

The Bill extends to the whole of India. It also applies to any online money gaming service offered within India or operated from outside the country but accessible in India.

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1. Definition of E-sports:

Section 2(1)(c) of the Bill defines e-sports as:-

(i)  is played as part of multi-sports events; 

(ii) involves organised competitive events between individuals or teams, conducted in multiplayer formats governed by predefined rules; 

(iii) is duly recognised under the National Sports Governance Act, 2025, and registered with the Authority or agency under section 3; 

(iv) has outcome determined solely by factors such as physical dexterity, mental agility, strategic thinking or other similar skills of users as players; 

(v) may include payment of registration or participation fees solely for the purpose of entering the competition or covering administrative costs and may include performance-based prize money by the player; and 

(vi)shall not involve the placing of bets, wagers or any other stakes by any person, whether or not such person is a participant, including any winning out of such bets, wagers or any other stakes; 

2. Prohibition of Online Money Gaming and Advertisement thereof
   The Bill prohibits the offering of online money games and online money gaming services. It also bans all forms of advertisements or promotions connected to online money games. This includes endorsements by individuals or entities.
3. Financial Transactions
   Banks, financial institutions, and other intermediaries are barred from facilitating transactions related to online money gaming services.
4. Criminal Liability
   Violation of the provisions on online money gaming can result in imprisonment for up to three years, or a fine of up to ₹1 crore, or both. Repeat offenders face stricter punishment with higher fines and longer jail terms.
5. Cognizable and Non-Bailable Offences
   Offences relating to offering online money gaming services and facilitating financial transactions for such games are categorised as cognizable and non-bailable. This gives law enforcement agencies greater power to act without requiring prior approval.

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In conversation with CyberPeace ~

Shailendra Vikram Singh, Former Deputy Secretary (Cyber & Information Security), Ministry of Home Affairs, GOI . He highlighted that

"The passage of the Promotion and Regulation of Online Gaming Bill, 2025 in the Lok Sabha highlights the government’s growing priority on national security, public safety, and health in digital regulation. Unfortunately, the real money gaming industry, despite its growth and promise, did not take proactive steps to address these concerns. The absence of safeguards and engagement left the government with no choice but to adopt a blanket ban."Having worked on this issue from both the government and industry side, the clear lesson is that in sensitive digital sectors, early regulatory alignment and constructive dialogue are not optional but essential. Going forward, collaboration is the only way to achieve a balance between innovation and responsibility.”

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CyberPeace Outlook

The Promotion and Regulation of Online Gaming Bill, 2025, marks a decisive policy shift by simultaneously fostering the growth of e-sports, educational and social gaming, and imposing an absolute prohibition on online money games. By recognising e-sports as legitimate, skill-based competitive sports under the National Sports Governance Act, 2025, and establishing a central Authority for oversight, registration, and regulation, the Bill creates an institutional framework for safe and responsible development of the sector.  The Bill completely bans real money games (RMGs), regardless of whether they are skill-based or chance-based or both, hence it poses significant questions on RMG companies' legal standing, upon which the gaming industry has raised its conundrum. Further, it addresses urgent threats such as cybercrime, gaming addiction, online betting, money laundering, and the misuse of gaming platforms for illicit activities. The move reflects a balanced approach, encouraging innovation and digital skill-building, while safeguarding public order, consumer interests, and financial integrity.

References

1. https://prsindia.org/files/bills_acts/bills_parliament/2025/Bill_Text-Online_Gaming_Bill_2025.pdf
2. https://prsindia.org/billtrack/the-promotion-and-regulation-of-online-gaming-bill-2025
3. https://www.hindustantimes.com/india-news/rajya-sabha-clears-online-gaming-bill-a-day-after-lok-sabha-approval-101755766847840.html

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