#FactCheck - Viral Images of Indian Army Eating Near Border area Revealed as AI-Generated Fabrication

Introduction

In the boundless world of the internet—a digital frontier rife with both the promise of connectivity and the peril of deception—a new spectre stealthily traverses the electronic pathways, casting a shadow of fear and uncertainty. This insidious entity, cloaked in the mantle of supposed authority, preys upon the unsuspecting populace navigating the virtual expanse. And in the heart of India's vibrant tapestry of diverse cultures and ceaseless activity, Mumbai stands out—a sprawling metropolis of dreams and dynamism, yet also the stage for a chilling saga, a cyber charade of foul play and fraud.

The city's relentless buzz and hum were punctuated by a harrowing tale that unwound within the unassuming confines of a Kharghar residence, where a 46-year-old individual's brush with this digital demon would unfold. His typical day veered into the remarkable as his laptop screen lit up with an ominous pop-up, infusing his routine with shock and dread. This deceiving popup, masquerading as an official communication from the National Crime Records Bureau (NCRB), demanded an exorbitant fine of Rs 33,850 for ostensibly browsing adult content—an offence he had not committed.

The Cyber Deception

This tale of deceit and psychological warfare is not unique, nor is it the first of its kind. It finds echoes in the tragic narrative that unfurled in September 2023, far south in the verdant land of Kerala, where a young life was tragically cut short. A 17-year-old boy from Kozhikode, caught in the snare of similar fraudulent claims of NCRB admonishment, was driven to the extreme despair of taking his own life after being coerced to dispense Rs 30,000 for visiting an unauthorised website, as the pop-up falsely alleged.

Sewn with a seam of dread and finesse, the pop-up which appeared in another recent case from Navi Mumbai, highlights the virtual tapestry of psychological manipulation, woven with threatening threads designed to entrap and frighten. In this recent incident a 46-year-old Kharghar resident was left in shock when he got a pop-up on a laptop screen warning him to pay Rs 33,850 fine for surfing a porn website. This message appeared from fake website of NCRB created to dupe people. Pronouncing that the user has engaged in browsing the Internet for some activities, it delivers an ultimatum: Pay the fine within six hours, or face the critical implications of a criminal case. The panacea it offers is simple—settle the demanded amount and the shackles on the browser shall be lifted.

It was amidst this web of lies that the man from Kharghar found himself entangled. The story, as retold by his brother, an IT professional, reveals the close brush with disaster that was narrowly averted. His brother's panicked call, and the rush of relief upon realising the scam, underscores the ruthless efficiency of these cyber predators. They leverage sophisticated deceptive tactics, even specifying convenient online payment methods to ensnare their prey into swift compliance.

A glimmer of reason pierced through the narrative as Maharashtra State cyber cell special inspector general Yashasvi Yadav illuminated the fraudulent nature of such claims. With authoritative clarity, he revealed that no legitimate government agency would solicit fines in such an underhanded fashion. Rather, official procedures involve FIRs or court trials—a structured route distant from the scaremongering of these online hoaxes.

Expert Take

Concurring with this perspective, cyber experts facsimiles. By tapping into primal fears and conjuring up grave consequences, the fraudsters follow a time-worn strategy, cloaking their ill intentions in the guise of governmental or legal authority—a phantasm of legitimacy that prompts hasty financial decisions.

To pierce the veil of this deception, D. Sivanandhan, the former Mumbai police commissioner, categorically denounced the absurdity of the hoax. With a voice tinged by experience and authority, he made it abundantly clear that the NCRB's role did not encompass the imposition of fines without due process of law—a cornerstone of justice grossly misrepresented by the scam's premise.

New Lesson 

This scam, a devilish masquerade given weight by deceit, might surge with the pretence of novelty, but its underpinnings are far from new. The manufactured pop-ups that propagate across corners of the internet issue fabricated pronouncements, feigned lockdowns of browsers, and the spectre of being implicated in taboo behaviours. The elaborate ruse doesn't halt at mere declarations; it painstakingly fabricates a semblance of procedural legitimacy by preemptively setting penalties and detailing methods for immediate financial redress.

Yet another dimension of the scam further bolsters the illusion—the ominous ticking clock set for payment, endowing the fraud with an urgency that can disorient and push victims towards rash action. With a spurious 'Payment Details' section, complete with options to pay through widely accepted credit networks like Visa or MasterCard, the sham dangles the false promise of restored access, should the victim acquiesce to their demands.

Conclusion 

In an era where the demarcation between illusion and reality is nebulous, the impetus for individual vigilance and scepticism is ever-critical. The collective consciousness, the shared responsibility we hold as inhabitants of the digital domain, becomes paramount to withstand the temptation of fear-inducing claims and to dispel the shadows cast by digital deception. It is only through informed caution, critical scrutiny, and a steadfast refusal to capitulate to intimidation that we may successfully unmask these virtual masquerades and safeguard the integrity of our digital existence.

References:

• https://www.onmanorama.com/news/kerala/2023/09/29/kozhikode-boy-dies-by-suicide-after-online-fraud-threatens-him-for-visiting-unauthorised-website.html
• https://timesofindia.indiatimes.com/pay-rs-33-8k-fine-for-surfing-porn-warns-fake-ncrb-pop-up-on-screen/articleshow/106610006.cms
• https://www.indiatoday.in/technology/news/story/people-who-watch-porn-receiving-a-warning-pop-up-do-not-pay-it-is-a-scam-1903829-2022-01-24

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

Over the last decade, battlefields have percolated from mountains, deserts, jungles, seas, and the skies into the invisible networks of code and cables. Cyberwarfare is no longer a distant possibility but today’s reality. The cyberattacks of Estonia in 2007, the crippling of Iran’s nuclear program by the Stuxnet virus, the SolarWinds and Colonial Pipeline breaches in recent years have proved one thing: that nations can now paralyze economies and infrastructures without firing a bullet.  Cyber operations now fall beyond the traditional threshold of war, allowing aggressors to exploit the grey zone where full-scale retaliation may be unlikely. 

At the same time, this ambiguity has also given rise to the concept of cyber deterrence. It is a concept that has been borrowed from the nuclear strategies during the Cold War era and has been adapted to the digital age. At the core, cyber deterrence seeks to alter the adversary’s cost-benefit calculation that makes attacks either too costly or pointless to pursue. While power blocs like the US, Russia, and China continue to build up their cyber arsenals, smaller nations can hold unique advantages, most importantly in terms of their resilience, if not firepower.   

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Understanding the concept of Cyber Deterrence

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Deterrence, in its classic sense, is about preventing action through the fear of consequences. It usually manifests in four mechanisms as follows:

• Punishment by threatening to impose costs on attackers, whether by counter-attacks, economic sanctions, or even conventional forces. 
• Denial of attacks by making them futile through hardened defences, and ensuring the systems to resist, recover, and continue to function. 
• Entanglement by leveraging interdependence in trade, finance, and technology to make attacks costly for both attackers and defenders. 
• Norms can also help shape behaviour by stigmatizing reckless cyber actions by imposing reputational costs that can exceed any gains. 

However, great powers have always emphasized the importance of punishment as a tool to showcase their power by employing offensive cyber arsenals to instill psychological pressure on their rivals. Yet in cyberspace, punishment has inherent flaws. 

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The Advantage of Asymmetry 

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For small states,  smaller geographical size can be utilised as a benefit. Three advantages of this exist, such as:

• With fewer critical infrastructures to protect,  resources can be concentrated. For example, Denmark, with a modest population of $40 million cyber budget, is considered to be among the most cyber-secure nations, despite receiving billions of US spending.  
• Smaller bureaucracies enable faster response. The centralised cyber command of Singapore allows it to ensure a rapid coordination between the government and the private sector. 
• Smaller countries with lesser populations can foster a higher public awareness and participation in cyber hygiene by amplifying national resilience.  

In short, defending a small digital fortress can be easier than securing a sprawling empire of interconnected systems. 

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Lessons from Estonia and Singapore 

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The 2007 crisis of Estonia remains a case study of cyber resilience. Although its government, bank, and media were targeted in offline mode, Estonia emerged stronger by investing heavily in cyber defense mechanisms. Another effort in this case stood was with the hosting of NATO’s Cooperative Cyber Defence Centre of Excellence to build one of the world’s most resilient e-governance models. 

Singapore is another case. Where, recognising its vulnerability as a global financial hub, it has adopted a defense-centric deterrence strategy by focusing on redundancy, cyber education, and international partnership rather than offensive capacity. These approaches can also showcase that deterrence is not always about scaring attackers with retaliation, it is about making the attacks meaningless.  

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Cyber deterrence and Asymmetric Warfare

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Cyber conflict is understood through the lens of asymmetric warfare, where weaker actors exploit the unconventional and stronger foes. As guerrillas get outmanoeuvred by superpowers in Vietnam or Afghanistan, small states hold the capability to frustrate the cyber giants by turning their size into a shield. The essence of asymmetric cyber defence also lies in three principles, which can be mentioned as; 

• Resilience over retaliation by ensuring a rapid recovery to neutralise the goals of the attackers. 
• Undertaking smart investments focusing on limited budgets over critical assets, not sprawling infrastructures. 
• Leveraging norms to shape the international opinions to stigmatize the aggressors and increase the reputational costs. 

This also helps to transform the levels of cyber deterrence into a game of endurance rather than escalating it into a domain where small states can excel. 

There remain challenges as well, as attribution problems persist, the smaller nations still depend on foreign technology, which the adversaries have sought to exploit. Issues over the shortage of talent have plagued the small states, as cyber professionals have migrated to get lucrative jobs abroad. Moreover, building deterrence capability through norms requires active multilateral cooperation, which may not be possible for all small nations to sustain. 

Conclusion

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Cyberwarfare represents a new frontier of asymmetric conflict where size does not guarantee safety or supremacy. Great powers have often dominated the offensive cyber arsenals, where small states have carved their own path towards security by focusing on defence, resilience, and international collaboration. The examples of Singapore and Estonia demonstrate the fact that the small size of a state can be its identity of a hidden strength in capabilities like cyberspace, allowing nimbleness, concentration of resources and societal cohesion. In the long run, cyber deterrence for small states will not rest on fearsome retaliation but on making attacks futile and recovery inevitable. 

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References

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• https://bluegoatcyber.com/blog/asymmetric-warfare/
• https://digitalcommons.usf.edu/cgi/viewcontent.cgi?article=2268&context=jss
• https://www.linkedin.com/pulse/rising-tide-cyberwarfare-battle-between-superpowers-hussain/ 
• https://digitalcommons.odu.edu/cgi/viewcontent.cgi?article=1243&context=gpis_etds
• https://www.scirp.org/journal/paperinformation?paperid=141708
• https://digitalcommons.odu.edu/cgi/viewcontent.cgi?article=1243&context=gpis_etds