#FactCheck - "Deepfake Video Falsely Claims Justin Trudeau Endorses Investment Project”
Executive Summary:
A viral online video claims Canadian Prime Minister Justin Trudeau promotes an investment project. However, the CyberPeace Research Team has confirmed that the video is a deepfake, created using AI technology to manipulate Trudeau's facial expressions and voice. The original footage has no connection to any investment project. The claim that Justin Trudeau endorses this project is false and misleading.

Claims:
A viral video falsely claims that Canadian Prime Minister Justin Trudeau is endorsing an investment project.

Fact Check:
Upon receiving the viral posts, we conducted a Google Lens search on the keyframes of the video. The search led us to various legitimate sources featuring Prime Minister Justin Trudeau, none of which included promotion of any investment projects. The viral video exhibited signs of digital manipulation, prompting a deeper investigation.

We used AI detection tools, such as TrueMedia, to analyze the video. The analysis confirmed with 99.8% confidence that the video was a deepfake. The tools identified "substantial evidence of manipulation," particularly in the facial movements and voice, which were found to be artificially generated.



Additionally, an extensive review of official statements and interviews with Prime Minister Trudeau revealed no mention of any such investment project. No credible reports were found linking Trudeau to this promotion, further confirming the video’s inauthenticity.
Conclusion:
The viral video claiming that Justin Trudeau promotes an investment project is a deepfake. The research using various tools such as Google Lens, AI detection tool confirms that the video is manipulated using AI technology. Additionally, there is no information in any official sources. Thus, the CyberPeace Research Team confirms that the video was manipulated using AI technology, making the claim false and misleading.
- Claim: Justin Trudeau promotes an investment project viral on social media.
- Claimed on: Facebook
- Fact Check: False & Misleading
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In 2023, PIB reported that up to 22% of young women in India are affected by Polycystic Ovarian Syndrome (PCOS). However, access to reliable information regarding the condition and its treatment remains a challenge. A study by the PGIMER Chandigarh conducted in 2021 revealed that approximately 37% of affected women rely on the internet as their primary source of information for PCOS. However, it can be difficult to distinguish credible medical advice from misleading or inaccurate information online since the internet and social media are rife with misinformation. The uptake of misinformation can significantly delay the diagnosis and treatment of medical conditions, jeopardizing health outcomes for all.
The PCOS Misinformation Ecosystem Online
PCOS is one of the most common disorders diagnosed in the female endocrine system, characterized by the swelling of ovaries and the formation of small cysts on their outer edges. This may lead to irregular menstruation, weight gain, hirsutism, possible infertility, poor mental health, and other symptoms. However, there is limited research on its causes, leaving most medical practitioners in India ill-equipped to manage the issue effectively and pushing women to seek alternate remedies from various sources.
This creates space for the proliferation of rumours, unverified cures and superstitions, on social media, For example, content on YouTube, Facebook, and Instagram may promote “miracle cures” like detox teas or restrictive diets, or viral myths claiming PCOS can be “cured” through extreme weight loss or herbal remedies. Such misinformation not only creates false hope for women but also delays treatment, or may worsen symptoms.
How Tech Platforms Amplify Misinformation
- Engagement vs. Accuracy: Social media algorithms are designed to reward viral content, even if it’s misleading or incendiary since it generates advertisement revenue. Further, non-medical health influencers often dominate health conversations online and offer advice with promises of curing the condition.
- Lack of Verification: Although platforms like YouTube try to provide verified health-related videos through content shelves, and label unverified content, the sheer volume of content online means that a significant chunk of content escapes the net of content moderation.
- Cultural Context: In India, discussions around women’s health, especially reproductive health, are stigmatized, making social media the go-to source for private, albeit unreliable, information.
Way Forward
a. Regulating Health Content on Tech Platforms: Social media is a significant source of health information to millions who may otherwise lack access to affordable healthcare. Rather than rolling back content moderation practices as seen recently, platforms must dedicate more resources to identify and debunk misinformation, particularly health misinformation.
b. Public Awareness Campaigns: Governments and NGOs should run nationwide campaigns in digital literacy to educate on women’s health issues in vernacular languages and utilize online platforms for culturally sensitive messaging to reach rural and semi-urban populations. This is vital for countering the stigma and lack of awareness which enables misinformation to proliferate.
c. Empowering Healthcare Communication: Several studies suggest a widespread dissatisfaction among women in many parts of the world regarding the information and care they receive for PCOS. This is what drives them to social media for answers. Training PCOS specialists and healthcare workers to provide accurate details and counter misinformation during patient consultations can improve the communication gaps between healthcare professionals and patients.
d. Strengthening the Research for PCOS: The allocation of funding for research in PCOS is vital, especially in the face of its growing prevalence amongst Indian women. Academic and healthcare institutions must collaborate to produce culturally relevant, evidence-based interventions for PCOS. Information regarding this must be made available online since the internet is most often a primary source of information. An improvement in the research will inform improved communication, which will help reduce the trust deficit between women and healthcare professionals when it comes to women’s health concerns.
Conclusion
In India, the PCOS misinformation ecosystem is shaped by a mix of local and global factors such as health communication failures, cultural stigma, and tech platform design prioritizing engagement over accuracy. With millions of women turning to the internet for guidance regarding their conditions, they are increasingly vulnerable to unverified claims and pseudoscientific remedies which can lead to delayed diagnoses, ineffective treatments, and worsened health outcomes. The rising number of PCOS cases in the country warrants the bridging of health research and communications gaps so that women can be empowered with accurate, actionable information to make the best decisions regarding their health and well-being.
Sources
- https://pib.gov.in/PressReleasePage.aspx?PRID=1893279#:~:text=It%20is%20the%20most%20prevailing%20female%20endocrine,neuroendocrine%20system%2C%20sedentary%20lifestyle%2C%20diet%2C%20and%20obesity.
- https://www.thinkglobalhealth.org/article/india-unprepared-pcos-crisis?utm_source=chatgpt.com
- https://www.bbc.com/news/articles/ckgz2p0999yo
- https://pmc.ncbi.nlm.nih.gov/articles/PMC9092874/

Introduction
In the rapidly evolving landscape of cyber threats, a novel menace has surfaced the concept of Digital Arrest. The impostors impersonating law enforcement officers deceive the victims into believing that their bank account, SIM card, Aadhaar card, or bank card has been used unlawfully. They coerce victims into paying them money. Digital Arrest involves the virtual restraint of individuals. These suspensions can vary from restricted access to the account(s), and digital platforms, to implementing measures to prevent further digital activities or being restrained on video calling or being monitored through video calling. In the era of digitisation where the technology is growing on an exponential phase, various existing loopholes are being utilised by the wrongdoers which has given rise to this sinister trend known as “digital arrest fraud”. In this scam, the defrauder manipulates the victims, who impersonate law enforcement officials and further traps the victims into a web of deception involving threats of imminent digital restraint and coerced financial transactions.
Recognizing the Danger of Digital Arrest
A recent case involving an interactive voice response (IVR) call that targeted a victim sheds light on the complexities of the "digital arrest" cybercrime. The victim was notified by the scammers—who were pretending to be law enforcement officers—that a SIM card in her name had apparently been utilised in a criminal incident in Mumbai. The call proceeded to a video conversation with an FBI agent who falsely accused her of being involved in money laundering. The victim was forced into a web of dishonesty because she now believed she was involved in a criminal case, underscoring the psychological manipulation these hackers were using.
Recent incidents of digital arrest fraud
- Recently, a complaint was registered at the Noida Cyber Crime Police Station made by a 50-year-old victim, who was deceived of over Rs 11 lakh and exposed to "digital arrest". By using the identities of an IPS officer in the CBI and the founder of an airline that was grounded, the attackers, masquerading as law enforcement officers, falsely accused the victim of being involved in a fake money-laundering case. She was told that she had another SIM card in her name that was used for fraudulent activities in Mumbai. The complaint made by the victim asserted “Victim’s call was transferred to a person (who identified himself as a Mumbai Police officer) who conducted the initial interrogation over the call and then on Skype VC, where she stayed from 9:30 AM to around 7 in the evening. The woman ended up transferring around ₹11.11 lakh. The scammers then ended contact with her, after which she realised she had been scammed.
- Another recent case of digital arrest fraud came from Faridabad. Where a 23-year-old girl got a call from a fraudster posing as a Lucknow customs officer. The caller said that a package was being shipped to Cambodia that included cards and passports associated with the victim's Aadhaar number. The victim was forced to believe that she was a part of illegal activity, which included trafficking in humans. Under the guise of police officials, the hackers made up allegations before extorting money from the victim. After that, she was told by a man acting as a CBI official that she needed to pay five per cent of the total which was Rs 15 lakh. She said the cybercriminals instructed her not to log off Skype. In the meantime, she ended up transferring Rs 2.5 lakh to a bank account shared by cybercriminals.
Measures to protect oneself from digital arrest
Sustaining a practical and observant approach towards cybersecurity is the key to lowering the peril of being targeted and experiencing digital arrest. Following are certain best practices for ensuring the same:
- Cyber Hygiene: This includes maintaining cyber hygiene by regularly updating passwords, and software and also enabling two-factor authentications to reduce the chances of unauthorized access.
- Phishing Attempts: These can be evaded by refraining from clicking on dubious links or downloading attachments from unknown sources and also authenticating the legitimacy of emails and messages before sharing any personal information.
- Secured devices: By installing reputable antivirus and anti-malware solutions and keeping operating systems and applications up to date with the latest security protocols.
- Virtual Private Networks (VPNs): VPNs can be employed to encrypt internet connections thus enhancing privacy and security. However one must be cautious of free VPN services and OTP only for trustworthy providers.
- Monitor online services: A regular review of online accounts for any unauthorized or unlawful activities and setting up alerts for any changes to account settings or login attempts may help in the early detection of cybercrime and coping with it.
- Secure communication channels: Using secure communication techniques such as encryption can be done for the protection of sensitive information. Sharing of passwords and other information must be cautiously done especially in public forums.
- Awareness: The increasing prevalence of cybercrime known as "digital arrest" underscores the need for preventive measures and increased public awareness. Educational initiatives that draw attention to prevalent cyber threats—especially those that include law enforcement impersonation—can enable people to identify and fend off scams of this kind. The collaboration of law enforcement agencies and telecommunication companies can effectively limit the access points used by fraudsters by identifying and blocking susceptible calls.
Conclusion
The rise of Digital Arrest presents a noteworthy and innovative threat to cybersecurity by taking advantage of people's weaknesses through deceitful impersonation and coercive measures. The case in Noida is a prime example of the boldness and skill of cybercriminals who use fear and false information to trick victims into thinking they are in danger of suffering harsh legal repercussions and taking large amounts of money. In order to combat this increasing cybercrime, people need to take a proactive and watchful stance when it comes to cybersecurity. Cyber hygiene techniques, such as two-factor authentication and frequent password changes, are essential for lowering the possibility of unwanted access. Important precautions include being aware of phishing efforts, protecting devices with reliable antivirus software, and using Virtual Private Networks (VPNs) to increase privacy. Cybercriminals and fraudsters often use fear as a powerful tool to manipulate people and exploit their vulnerabilities for illicit gains in the realms of cybercrime and financial fraud. To protect themselves against the sneaky threat of Digital Arrest, netizens must traverse the constantly changing cyber threat landscape with collective knowledge, educated practices, and strong cybersecurity measures.
References:
- https://www.business-standard.com/india-news/new-cyber-crime-trend-unravelled-in-up-woman-held-under-digital-arrest-123120200485_1.html
- https://www.businessinsider.in/india/news/noida-woman-scammed-11-lakh-in-digital-arrest-scam-everything-you-need-to-know/articleshow/105727970.cms
- https://m.timesofindia.com/life-style/parenting/moments/23-year-old-faridabad-girl-on-digital-arrest-for-17-days-how-to-protect-your-children-from-cyber-crime/photostory/105442556.cms
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Introduction
The rise of unreliable social media newsgroups on online platforms has significantly altered the way people consume and interact with news, contributing to the spread of misinformation and leading to sources of unverified and misleading content. Unlike traditional news outlets that adhere to journalistic standards, these newsgroups often lack proper fact-checking and editorial oversight, leading to the rapid dissemination of false or distorted information. Social media transformed individuals into active content creators. Social media newsgroups (SMNs) are social media platforms used as sources of news and information. According to a survey by the Pew Research Center (July-August 2024), 54% of U.S. adults now rely on social media for news. This rise in SMNs has raised concerns over the integrity of online news and undermines trust in legitimate news sources. Social media users are advised to consume information and news from authentic sources or channels available on social media platforms.
The Growing Issue of Misinformation in Social Media Newsgroups
Social media newsgroups have become both a source of vital information and a conduit for misinformation. While these platforms allow rapid news sharing and facilitate political and social campaigns, they also pose significant risks of unverified information. Misleading information, often driven by algorithms designed to maximise user engagement, proliferates in these spaces. This has led to increasing challenges, as SMNs cater to diverse communities with varying political affiliations, gender demographics, and interests. This sometimes results in the creation of echo chambers where information is not critically assessed, amplifying the confirmation bias and enabling the unchecked spread of misinformation. A prominent example is the false narratives surrounding COVID-19 vaccines that spread across SMNs, contributing to widespread vaccine hesitancy and public health risks.
Understanding the Susceptibility of Online Newsgroups to Misinformation
Several factors make social media newsgroups particularly susceptible to misinformation. Some of the factors are listed below:
- The lack of robust fact-checking mechanisms in social media news groups can lead to false narratives which can spread easily.
- The lack of expertise from admins of online newsgroups, who are often regular users without journalism knowledge, can result in the spreading of inaccurate information. Their primary goal of increasing engagement may overshadow concerns about accuracy and credibility.
- The anonymity of users exacerbates the problem of misinformation. It allows users to share unverified or misleading content without accountability.
- The viral nature of social media also leads to the vast spread of misinformation to audiences instantly, often outpacing efforts to correct it.
- Unlike traditional media outlets, online newsgroups often lack formal fact-checking processes. This absence allows misinformation to circulate without verification, making it easier for inaccuracies to go unchallenged.
- The sheer volume of user engagement in the form of posts has created the struggle to moderate content effectively imposing significant challenges.
- Social Media Platforms have algorithms designed to enhance user engagement and inadvertently amplify sensational or emotionally charged content, which is more likely to be false.
Consequences of Misinformation in Newsgroups
The societal impacts of misinformation in SMNs are profound. Political polarisation can fuel one-sided views and create deep divides in democratic societies. Health risks emerge when false information spreads about critical issues, such as the anti-vaccine movements or misinformation related to public health crises. Misinformation has dire long-term implications and has the potential to destabilise governments and erode trust in media, in both traditional and social media leading to undermining democracy. If unaddressed, the consequences could continue to ripple through society, perpetuating false narratives that shape public opinion.
Steps to Mitigate Misinformation in Social Media Newsgroups
- Educating users in social media literacy education can empower critical assessment of the information encountered, reducing the spread of false narratives.
- Introducing stricter platform policies, including penalties for deliberately sharing misinformation, may act as a deterrent against sharing unverified information.
- Collaborative fact-checking initiatives with involvement from social media platforms, independent journalists, and expert organisations can provide a unified front against the spread of false information.
- From a policy perspective, a holistic approach that combines platform responsibility with user education and governmental and industry oversight is essential to curbing the spread of misinformation in social media newsgroups.
Conclusion
The emergence of Social media newsgroups has revolutionised the dissemination of information. This rapid spread of misinformation poses a significant challenge to the integrity of news in the digital age. It gets further amplified by algorithmic echo chambers unchecked user engagement and profound societal implications. A multi-faceted approach is required to tackle these issues, combining stringent platform policies, AI-driven moderation, and collaborative fact-checking initiatives. User empowerment concerning media literacy is an important factor in promoting critical thinking and building cognitive defences. By adopting these measures, we can better navigate the complexities of consuming news from social media newsgroups and preserve the reliability of online information. Furthermore, users need to consume news from authoritative sources available on social media platforms.