#FactCheck - A misleading video falsely shows Former Prime Minister of India Pandit Jawaharlal Nehru admitting he had no role in India's independence

Introduction 

AI has revolutionized the way we look at growing technologies. AI is capable of performing complex tasks in fasten time. However, AI’s potential misuse led to increasing cyber crimes. As there is a rapid expansion of generative AI tools, it has also led to growing cyber scams such as Deepfake, voice cloning, cyberattacks targeting Critical Infrastructure and other organizations, and threats to data protection and privacy. AI is empowered by giving the realistic output of AI-created videos, images, and voices, which cyber attackers misuse to commit cyber crimes. 

‍

It is notable that the rapid advancement of technologies such as generative AI(Artificial Intelligence), deepfake, machine learning, etc. Such technologies offer convenience in performing several tasks and are capable of assisting individuals and business entities. On the other hand, since these technologies are easily accessible, cyber-criminals leverage AI tools and technologies for malicious activities or for committing various cyber frauds. By such misuse of advanced technologies such as AI, deepfake, and voice clones. Such new cyber threats have emerged. 

‍

What is Deepfake?

Deepfake is an AI-based technology. Deepfake is capable of creating realistic images or videos which in actuality are created by machine algorithms. Deepfake technology, since easily accessible, is misused by fraudsters to commit various cyber crimes or deceive and scam people through fake images or videos that look realistic. By using the Deepfake technology, cybercriminals manipulate audio and video content which looks very realistic but, in actuality, is fake. Voice cloning is also a part of deepfake. To create a voice clone of anyone's, audio can be deepfaked too, which closely resembles a real one but, in actuality, is a fake voice created through deepfake technology. 

‍

How Deepfake Can Harm Organizations or Enterprises?

• Reputation: Deepfakes have a negative impact on the reputation of the organization. It’s a reputation which is at stake. Fake representations or interactions between an employee and user, for example,  misrepresenting  CEO online, could damage an enterprise’s credibility, resulting in user and other financial losses. To be protective against such incidents of deepfake, organisations must thoroughly monitor online mentions and keep tabs on what is being said or posted about the brand. Deepfake-created content can also be misused to Impersonate leaders, financial officers and officials of the organisation.
• Misinformation: Deepfake can be used to spread misrepresentation or misinformation about the organisation by utilising the deepfake technology in the wrong way. 
• Deepfake Fraud calls misrepresenting the organisation: There have been incidents where bad actors pretend to be from legitimate organisations and seek personal information. Such as helpline fraudsters, fake representatives from hotel booking departments, fake loan providers, etc., where bad actors use voice clones or deepfake-oriented fake video calls in order to propose themselves as belonging to legitimate organisations and, in actuality, they are deceiving people.

‍

How can organizations combat AI-driven cybercrimes such as deepfake? 

• Cybersecurity strategy: Organisations need to keep in place a wide range of cybersecurity strategies or use advanced tools to combat the evolving disinformation and misrepresentation caused by deepfake technology.  Cybersecurity tools can be utilised to detect deepfakes. 
• Social media monitoring: Social media monitoring can be done to detect any unusual activity. Organisations can select or use relevant tools and implement technologies to detect deepfakes and demonstrate media provenance. Real-time verification capabilities and procedures can be used. Reverse image searches, like TinEye, Google Image Search, and Bing Visual Search, can be extremely useful if the media is a composition of images.
• Employee Training: Employee education on cybersecurity will also play a significant role in strengthening the overall cybersecurity posture of the organisation.

Conclusion

There have been incidents where AI-driven tools or technology have been misused by cybercriminals or bad actors.  Synthetic videos developed by AI are used by bad actors. Generative AI has gained significant popularity for many capabilities that produce synthetic media. There are concerns about synthetic media, such as its misuse of disinformation operations designed to influence the public and spread false information. In particular, synthetic media threats that organisations most often face include undermining the brand, financial gain, threat to the security or integrity of the organisation itself and Impersonation of the brand’s leaders for financial gain.

Synthetic media attempts to target organisations intending to defraud the organisation for financial gain. Example includes fake personal profiles on social networking sites and deceptive deepfake calls, etc. The organisation needs to have the proper cyber security strategy in place to combat such evolving threats. Monitoring and detection should be performed by the organisations and employee training on empowering on cyber security will also play a crucial role to effectively deal with evolving threats posed by the misuse of AI-driven technologies. 

References:

• https://media.defense.gov/2023/Sep/12/2003298925/-1/-1/0/CSI-DEEPFAKE-THREATS.PDF
• https://www.securitymagazine.com/articles/98419-how-to-mitigate-the-threat-of-deepfakes-to-enterprise-organizations

‍

Introduction

Embark on a groundbreaking exploration of the Darkweb Metaverse, a revolutionary fusion of the enigmatic dark web with the immersive realm of the metaverse. Unveiling a decentralised platform championing freedom of speech, the Darkverse promises unparalleled diversity of expression. However, as we delve into this digital frontier, we must tread cautiously, acknowledging the security risks and societal challenges that accompany the metaverse's emergence.

The Dark Metaverse is a unique combination of the mysterious dark web and the immersive digital world known as the metaverse. Imagine a place where users may participate in decentralised social networking, communicate anonymously, and freely express a range of viewpoints. It aims to provide an alternative to traditional online platforms, emphasizing privacy and freedom of speech. Nevertheless, it also brings new kinds of criminality and security issues, so it's important to approach this digital frontier cautiously.

In the vast expanse of the digital cosmos, there exists a realm that remains shrouded in mystery to the casual netizen—the dark web. It is a place where the surface web, the familiar territory of Google searches and social media feeds, constitutes a mere 5 per cent of the information iceberg floating in an ocean of data. Beneath this surface lies the deep web and the dark web, comprising the remaining 95 per cent, a staggering figure that beckons the brave and curious to explore its abysmal depths.

Imagine, a platform that not only ventures into these depths but intertwines them with the emerging concept of the metaverse—a digital realm that defeats the limitations of the physical world. This is the vision of the Darkweb Metaverse, the world’s premier endeavour to harness the enigmatic depths of the dark web and fuse it into the immersive experience of the metaverse.

As per Internet User Statistics 2024, There are over 5.3 billion Internet users in the world, meaning over 65% of the world’s population has access to the Internet. The Internet is used for various services. News, entertainment, and communication to name a few. The citizens of developed countries depend on the World Wide Web for a multitude of daily tasks such as academic research, online shopping, E-banking, accessing news and even ordering food online hence the Internet has become an integral part of our daily lives.

Surface Web

This layer of the internet is used by the general public on a daily basis. The contents of this layer are accessed by standard web browsers namely Google Chrome, and Mozilla Firefox to name a few. The contents of this layer of the internet are indexed by these search engines.

Deep Web

This is the second layer of the internet; its contents are not indexed by search engines. The content that is unavailable on the surface web is considered to be a part of the deep web. The deep web comprises a collection of various types of confidential information. Several Schools, Universities, Institutes, Government Offices and Departments, Multinational Companies (MNCs), and Private Companies store their database information and website-oriented server information such as online profile and accounts usernames or IDs and passwords or log in credentials and companies' premium subscription data and monetary transactional records in the Intra-net which is part of the deep web.

Dark Web

It is the least explored part of the internet which is considered to be a hub of various bizarre activities. The contents of the dark web are not indexed by search engines and specific software is required to access this layer of the internet namely TOR (The Onion Router) browser which cloaks to identify its users making them anonymous. The websites of the dark web are identified from .onion TLD (Top Level Domain). Due to anonymity provided in this layer, various criminal activities take place over there including Drugs trading, Arms trading, and Illegal PayPal account details to websites offering child pornography.

The Darkverse 

The Darkweb Metaverse is not a mere novelty; it is a revolutionary step forward, a decentralised social networking platform that stands in stark contrast to centralised counterparts like YouTube or Twitter. Here, the spectre of censorship is banished, and the freedom of speech reigns supreme. 

The architectonic prowess behind the Darkweb Metaverse is formidable. The development team is a coalition of former infrastructure maestros from Theta Network and virtuosos of metaverse design, bolstered by backend engineers from Gensokishi Metaverse. At the helm is a CEO whose tenure at the apex of large Japanese companies has endowed him with a profound understanding of the landscape, setting a solid foundation for the platform's future triumphs.

Financially, the dark web has been a flourishing underworld, with revenues ranging from $1.5 billion to $3.1 billion between 2020 and 2022. Darkverse, with its emphasis on user-friendliness and safety, is poised to capture a significant portion of this user base. The platform serves as a truly decentralised amalgamation of the Dark Web, Metaverse, and Social Networking Services (SNS), with a mission to provide an unassailable bastion for freedom of speech and expression.

The Darkweb Metaverse is not merely a sanctuary for anonymity and privacy; it is a crucible for the diversity of expression. In a world where centralised platforms can muzzle voices, Darkverse stands as a bulwark against such suppression, fostering a community where a kaleidoscope of opinions and information thrives. The ease of use is unparalleled—a one-time portal that obviates the need for third-party software to access the dark web, protecting users from the myriad risks that typically accompany such ventures.

Moreover, the platform's ability to verify the authenticity of information is a game-changer. In an era laced with misinformation, especially surrounding contentious issues like war, Darkverse offers a sign of truth where the source of information can be scrutinised for its accuracy.

Integrating Technologies 

The metaverse will be an immersive iteration of the internet, decked with interactive features of emerging technologies such as artificial intelligence, virtual and augmented reality, 3D graphics, 5G, holograms, NFTs, blockchain and haptic sensors. Each building block, while innovative, carries its own set of risks—vulnerabilities and design flaws that could pose a serious threat to the integrated meta world.

The dark web's very nature of interaction through avatars makes it a perfect candidate for a metaverse iteration. Here, in this anonymous world, commercial and personal engagements occur without the desire to unveil real identities. The metaverse's DNA is well-suited to the dark web, presenting a formidable security challenge as it is likely to evolve more rapidly than its real-world counterpart.

While Meta (formerly Facebook) is a prominent entity developing the metaverse, other key players include NVIDIA, Epic Games, Microsoft, Apple, Decentraland, Roblox Corporation, Unity Software, Snapchat, and Amazon. These companies are integral to constructing the vast network of real-time 3D virtual worlds where users maintain their identities and payment histories.

Yet, with innovation comes risk. The metaverse will necessitate police stations, not as a dystopian oversight but as a means to address the inherent challenges of a new digital society. In India, for instance, the integration of law enforcement within the metaverse could revolutionize the public's interaction with the police, potentially increasing the reporting of crimes.

The Perils within the Darkverse

The metaverse will also be a fertile ground for crimes of a new dimension—identity theft, digital asset hijacking, and the influence of metaverse interactions on real-world decisions. With a significant portion of social media profiles potentially being fraudulent, the metaverse amplifies these challenges, necessitating robust identity access management.

The integration of NFTs into the metaverse ecosystem is not without its security concerns, as token breaches and hacks remain a persistent threat. The metaverse's parallel economy will test the developers' ability to engender trust, a Herculean task that will challenge the boundaries of national economies.

Moreover, the metaverse will be a crucible for social engineering-based attacks, where the real-time and immersive nature of interactions could make individuals particularly vulnerable to deception and manipulation. The potential for early-stage fraud, such as the hyping and selling of virtual assets at unrealistic prices, is a stark reality.

The metaverse also presents numerous risks, particularly for children and adolescents who may struggle to distinguish  between virtual and real worlds. The implications of such immersive experiences are intense, with the potential to influence behaviour in hazardous ways.

Security risks extend to the technologies supporting the metaverse, such as virtual and augmented reality. The exploitation of biometric data, the bridging of virtual and real worlds, and the tendency for polarisation and societal isolation are all issues requiring immediate attention.

A Way Forward

As we stand on the cusp of this new digital frontier, it is evident that the metaverse, despite its reliance on blockchain, is not immune to the privacy and security breaches that have plagued conventional IT infrastructure. Data security, Identity theft, network security, and ransomware attacks are just a few of the challenges on the way.

In this quest into the unknown, the Darkweb Metaverse radiates with the promise of freedom and the thrill of discovery. Yet, as we navigate these shadowy depths, we must remain vigilant, for the very technologies that empower us also rear the seeds of our grim vulnerabilities. The metaverse is not just a new chapter in the story of the internet—it is a whole narrative, one that we must write with caution and care.

References 

• https://spores.medium.com/the-worlds-first-platform-to-deploy-the-dark-web-in-the-metaverse-releap-ido-on-spores-launchpad-a36387b184de 
• https://www.makeuseof.com/how-hackers-sell-trade-data-in-metaverse/
• https://www.demandsage.com/internet-user-statistics/#:~:text=There%20are%20over%205.3%20billion,has%20access%20to%20the%20Internet.

‍

Introduction

In today's digital economy, data is not only a business asset but also the fuel for innovation, decision-making, and consumer trust. However, the digitisation of services has made personal or sensitive data a top target for cybercriminals. The stakes are high: a data breach can cost millions of fines, cause damage to reputation and devastate the confidence of consumers. Therefore, regulatory compliance and data protection have become a strategic imperative.

From the General Data Protection Regulation (GDPR) in the EU to the Digital Personal Data Protection (DPDP) Act of India, various sector-specific regulations like HIPAA for healthcare in the US, companies are now subject to a web of data protection and compliance laws. The challenge is to balance compliance efforts with strong security, a balance that demands both policy restraint and technical resilience. This blog examines pivotal pillars, shifting trends and actionable best practices for dominating data protection and compliance in 2025 and beyond.

Why Data Protection and Compliance Matter More Than Ever

Data protection isn't just about keeping fines at bay, it's about preserving the relationship with customers, partners and regulators. A 2024 IBM report says the average data-breach cost has now exceeded USD 4.5 million, with regulatory fines constituting a large portion of the cost. In addition to economics, breaches tend to result in intellectual property loss, customer loss and long-term brand attenuation. Compliance ensures organisations remain within certain legislative necessities for collecting, holding, transferring and setting of personal and sensitive information. Failure to conformity can lead to serious penalties: under GDPR, fines could be up to 4% of the company's annual turnover or €20 million, whichever is higher. In regulated sectors like banking and healthcare, compliance breaches can also lead to the suspension of licenses.

Important Regulatory Frameworks Informing 2025

‍

1. GDPR and Its Global Ripple Effect

GDPR was enacted in 2018 and continues to have a ripple effect on privacy legislation worldwide. Its tenets of lawfulness, transparency, data minimisation and purpose limitation have been replicated in many jurisdictions such as Brazil's LGPD and South Korea's PIPA.

2. India's DPDP Act

The DPDP Act, 2023, gives high importance to consent-based processing of data, transparent notice rules and fiduciary responsibilities for data. With a penalty for default of up to INR 250 crore, it's amongst the most impactful laws for digital personal data protection.

3. Sectoral Regulations

• HIPAA for healthcare information in the US.
• PCI DSS for payment card security.
• DORA (Digital Operational Resilience Act) in the EU for financial organisations.
• These industry-specific models generate overlapping compliance responsibilities, making cross-enterprise compliance programs vital.

Key Pillars of a Sound Data Protection & Compliance Program

‍

1. Data Governance and Classification

Having insight into what data you have to store, where it is stored and who can have access to it is the keystone of compliance. Organisations need to have data classification policies in place to group information based on sensitivity and impose more rigorous controls on sensitive data.

2. Security Controls and Privacy by Design

Strong technical defences, encryption, multi-factor authentication, and intrusion detection are the initial defences. Privacy by design integrated in product development guarantees compliance is thought through from the initial stage, not added on afterwards.

3. Consent and Transparency

Contemporary data legislation highlights informed consent. This entails simple, non-technical privacy notices, detailed opt-in choices, and straightforward withdrawal options. Transparency produces trust and lessens legal danger.

4. Incident Response and Breach Notification

Most laws demand timely breach notifications, and GDPR insists on reporting within 72 hours. Having a documented incident response plan maintains legal deadlines and reduces harm.

5. Employee Training and Awareness

Human mistake is the top source of data breaches. Ongoing training in prevention of phishing, password management, basic cyber hygiene and compliance requirements is crucial.

Upcoming Trends in 2025

1.  AI-Powered Compliance Monitoring

Organisations are embracing AI-powered solutions to systematically monitor data flows, identify policy breaches and auto-create compliance reports. The solutions assist in closing the loop between IT security teams and compliance officers.

2. Cross-Border Data Transfer Mechanisms

With increasingly severe regulations, companies are spending more on secure cross-border data transfer frameworks like Standard Contractual Clauses (SCCs) and Binding Corporate Rules (BCRs).

3. Privacy-Enhancing Technologies (PETs)

Methods such as homomorphic encryption and differential privacy are picking up steam, enabling organisations to sift through datasets without revealing sensitive personal data.

4. ESG and Data Ethics

Data handling is increasingly becoming a part of Environmental, Social and Governance (ESG) reporting. Ethical utilisation of customer data, not just compliance, has become a reputational differentiator.

Challenges in Implementation

Despite having transparent frameworks, data protection plans encounter challenges like jurisdictions having competing needs, and global compliance is becoming expensive. The emerging technologies, such as generative AI, often bring privacy threats that haven’t been fully covered by legislation. Small and micro enterprises have neither the budget nor the skills to implement enterprise-level compliance programs. Qualifying these challenges often needs a risk-based strategy, allocations of resources to top areas of impact and automating the compliance chores wherever possible.

Best Practices for 2025 and Beyond

In 2025, regulatory compliance and data protection are no longer a precaution or a response to a breach but are strategic drivers of resilience and trust. As regulatory analysis rises, cyber threats evolve, and consumer expectations grow, administrations need to integrate compliance into the very fabric of their actions. By bringing governance and technology together, organisations can break free from a "checklist" mentality and instead adopt a proactive and risk-sensitive approach. Eventually, data protection is not just about not getting in trouble; it's about developing a kind that succeeds in the digital era.

References

1. GDPR – Official EU Regulation Page: https://gdpr.eu 
2. India’s DPDP Act Overview – MeitY: https://www.meity.gov.in/data-protection-framework 
3. HIPAA – US Department of Health & Human Services: https://www.hhs.gov/hipaa 
4. PCI DSS Standards: https://www.pcisecuritystandards.org 
5. IBM Cost of a Data Breach Report 2024: https://www.ibm.com/reports/data-breach 
6. OECD – Privacy Guidelines: https://www.oecd.org/sti/privacy-guidelines 

‍