#FactCheck -Viral Claim of Alcohol Ban in West Bengal by Amit Shah Is Fake, No Such Announcement Made

Introduction 

Public infrastructure has traditionally served as the framework for civilisation, transporting people, money, and ideas across time and space, from the iron veins of transcontinental railroads to the unseen arteries of the internet. In democracies where free markets and public infrastructure co-exist, this framework has not only facilitated but also accelerated progress. Digital Public Infrastructure (DPI), which powers inclusiveness, fosters innovation, and changes citizens from passive recipients to active participants in the digital age, is emerging as the new civic backbone as we move away from highways and towards high-speed data. 

DPI makes it possible for innovation at the margins and for inclusion at scale by providing open-source, interoperable platforms for identities, payments, and data exchange. Examples of how the Global South is evolving from a passive consumer of technology to a creator of globally replicable governance models are India’s Aadhaar (digital identification), UPI (real-time payments), and DigiLocker (data empowerment). As the ‘digital commons’ emerges, DPI does more than simply link users; it also empowers citizens, eliminates inefficiencies from the past, and reimagines the creation and distribution of public value in the digital era. 

Securing the Digital Infrastructure: A Contemporary Imperative

As humans, we are already the inhabitants of the future, we stand at the temporal threshold for reform. Digital Infrastructure is no longer just a public good. It’s now a strategic asset, akin to oil pipelines in the 20th century. India is recognised globally for the introduction of “India Stack”, through which the face of digital payments has also been changed. The economic value contributed by DPIs to India’s GDP is predicted to reach 2.9-4.2 percent by 2030, having already reached 0.9% in 2022. Its role in India’s economic development is partly responsible for its success; among emerging market economies, it helped propel India to the top of the revenue administrations’ digitalisation index. The other portion has to do with how India’s social service delivery has changed across the board. By enabling digital and financial inclusion, it has increased access to education (DIKSHA) and is presently being developed to offer agricultural (VISTAAR) and digital health (ABDM) services. 

Securing the Foundations: Emerging Threats to Digital Public Infrastructure

The rising prominence of DPI is not without its risks, as adversarial forces are developing with comparable sophistication. The core underpinnings of public digital systems are the target of a new generation of cyber threats, ranging from hostile state actors to cybercriminal syndicates. The threats pose a great risk to the consistent development endeavours of the government. To elucidate, targeted attacks on Biometric databases, AI-based Misinformation and Psychological Warfare, Payment System Hacks, State-sponsored malware, cross-border phishing campaigns, surveillance spyware and Sovereign Malware are modern-day examples of cyber threats. 

To secure DPI, a radical rethink beyond encryption methods and perimeter firewalls is needed. It requires an understanding of cybersecurity that is systemic, ethical, and geopolitical. Democracy, inclusivity, and national integrity are all at risk from DPI. To preserve the confidence and promise of digital public infrastructure, policy frameworks must change from fragmented responses to coordinated, proactive and people-centred cyber defence policies.

CyberPeace Recommendations

Powering Progress, Ignoring Protection: A Precarious Path

The Indian government is aware that cyberattacks are becoming more frequent and sophisticated in the nation. To address the nation’s cybersecurity issues, the government has implemented a number of legislative, technical, and administrative policy initiatives. While the initiatives are commendable, there are a few Non-Negotiables that need to be in place for effective protection: 

• DPIs must be declared Critical Information Infrastructure. In accordance with the IT Act, 2000, the DPI (Aadhaar, UPI, DigiLocker, Account Aggregator, CoWIN, and ONDC) must be designated as Critical Information Infrastructure (CII) and be supervised by the NCIIPC, just like the banking, energy, and telecom industries. Give NCIIPC the authority to publish required security guidelines, carry out audits, and enforce adherence to the DPI stack, including incident response protocols tailored to each DPI. 
• To solidify security, data sovereignty, and cyber responsibility, India should spearhead global efforts to create a Global DPI  Cyber Compact through the “One Future Alliance” and the G20. To ensure interoperable cybersecurity frameworks for international DPI projects, promote open standards, cross-border collaboration on threat intelligence, and uniform incident reporting guidelines. 
• Establish a DPI Threat Index to monitor vulnerabilities, including phishing attacks, efforts at biometric breaches, sovereign malware footprints, spikes in AI misinformation, and patterns in payment fraud. Create daily or weekly risk dashboards by integrating data from state CERTs, RBI, UIDAI, CERT-In, and NPCI. Use machine learning (ML) driven detection systems. 
• Make explainability audits necessary for AI/ML systems used throughout DPI to make sure that the decision-making process is open, impartial, and subject to scrutiny (e.g., welfare algorithms, credit scoring). Use the recently established IndiaAI Safety Institute in line with India’s AI mission to conduct AI audits, establish explanatory standards, and create sector-specific compliance guidelines. 

References

• https://orfamerica.org/newresearch/dpi-catalyst-private-sector-innovation?utm_source=chatgpt.com 
• https://www.institutmontaigne.org/en/expressions/indias-digital-public-infrastructure-success-story-world 
• https://www.pib.gov.in/PressReleasePage.aspx?PRID=2116341 
• https://www.pib.gov.in/PressReleaseIframePage.aspx?PRID=2033389 
• https://www.governancenow.com/news/regular-story/dpi-must-ensure-data-privacy-cyber-security-citizenfirst-approach 

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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

A policy, no matter how artfully conceived, is like a timeless idiom, its truth self-evident, its purpose undeniable, standing in silent witness before those it vows to protect, yet trapped in the stillness of inaction, where every moment of delay erodes the very justice it was meant to serve. This is the case of the Digital Personal Data Protection Act, 2023, which holds in its promise a resolution to all the issues related to data protection and a protection framework at par with GDPR and Global Best Practices. While debates on its substantive efficacy are inevitable, its execution has emerged as a site of acute contention. The roll-out and the decision-making have been making headlines since late July on various fronts. The government is being questioned by industry stakeholders, media and independent analysts on certain grounds, be it “slow policy execution”, “centralisation of power” or “arbitrary amendments”. The act is now entrenched in a never-ending dilemma of competing interests under the DPDP Act.

The change to the Right to Information Act (RTI), 2005, made possible by Section 44(3) of the DPDP Act, has become a focal point of debate. This amendment is viewed by some as an attack on weakening the hard-won transparency architecture of Indian democracy by substituting an absolute exemption for personal information for the “public interest override” in Section 8(1)(j) of the RTI Act. 

The Lag Ledger: Tracking the Delays in DPDP Enforcement 

As per a news report of July 28, 2025, the Parliamentary Standing Committee on Information and Communications Technology has expressed its concern over the delayed implementation and has urged the Ministry of Electronics and Information Technology (MeitY) to ensure that data privacy is adequately ensured in the nation. In the report submitted to the Lok Sabha on July 24, the committee reviewed the government’s reaction to the previous recommendations and concluded that MeitY had only been able to hold nine consultations and twenty awareness workshops about the Draft DPDP Rules, 2025. In addition, four brainstorming sessions with academic specialists were conducted to examine the needs for research and development. The ministry acknowledges that this is a specialised field that urgently needs industrial involvement. Another news report dated 30th July, 2025, of a day-long consultation held where representatives from civil society groups, campaigns, social movements, senior lawyers, retired judges, journalists, and lawmakers participated on the contentious and chilling effects of the Draft Rules that were notified in January this year. The organisers said in a press statement the DPDP Act may have a negative impact on the freedom of the press and people’s right to information and the activists, journalists, attorneys, political parties, groups and organisations “who collect, analyse, and disseminate critical information as they become ‘data fiduciaries’ under the law.” 

The DPDP Act has thus been caught up in an uncomfortable paradox: praised as a significant legislative achievement for India’s digital future, but caught in a transitional phase between enactment and enforcement, where every day not only postpones protection but also feeds worries about the dwindling amount of room for accountability and transparency. 

The Muzzling Effect: Diluting Whistleblower Protections

The DPDP framework raises a number of subtle but significant issues, one of which is the possibility that it would weaken safeguards for whistleblowers. Critics argue that the Act runs the risk of trapping journalists, activists, and public interest actors who handle sensitive material while exposing wrongdoing because it expands the definition of “personal data” and places strict compliance requirements on “data fiduciaries.”One of the most important checks on state overreach may be silenced if those who speak truth to power are subject to legal retaliation in the absence of clear exclusions of robust public-interest protections.

Noted lawyer Prashant Bhushan has criticised the law for failing to protect whistleblowers, warning that “If someone exposes corruption and names officials, they could now be prosecuted for violating the DPDP Act.”

Consent Management under the DPDP Act

In June 2025, the National e-Governance Division (NeGD) under MeitY released a Business Requirement Document (BRD) for developing consent management systems under the DPDP Act, 2023. The document supports the idea of “Consent Manager”, which acts as a single point of contact between Data Principals and Data Fiduciaries. This idea is fundamental to the Act, which is now being operationalised with the help of MeitY’s “Code for Consent: The DPDP Innovation Challenge.” The government has established a collaborative ecosystem to construct consent management systems (CMS) that can serve as a single, standardised interface between Data Principals and Data Fiduciaries by choosing six distinct entities, such as Jio Platforms, IDfy, and Zoop. Such a framework could enable people to have meaningful control over their personal data, lessen consent fatigue, and move India’s consent architecture closer to international standards if it is implemented precisely and transparently. 

There is no debate to the importance of this development however, there are various concerns associated with this advancement that must be considered. Although effective, a centralised consent management system may end up being a single point of failure in terms of political overreach and technical cybersecurity flaws. Concerns are raised over the concentration of power over the framing, seeking, and recording of consent when big corporate entities like Jio are chosen as key innovators. Critics contend that the organisations responsible for generating revenue from user data should not be given the responsibility for designing the gatekeeping systems. Furthermore, the CMS can create opaque channels for data access, compromising user autonomy and whistleblower protections, in the absence of strong safeguards, transparency mechanisms and independent oversight. 

Conclusion

Despite being hailed as a turning point in India’s digital governance, the DPDP Act is still stuck in a delayed and unequal transition from promise to reality. Its goals are indisputable, but so are the conundrum it poses to accountability, openness, and civil liberties. Every delay increases public mistrust, and every safeguard that remains unsolved. The true test of a policy intended to safeguard the digital rights of millions lies not in how it was drafted, but in the integrity, pace, and transparency with which it is to be implemented. In the digital age, the true cost of delay is measured not in time, but in trust. CyberPeace calls for transparent, inclusive, and timely execution that balances innovation with the protection of digital rights.

References

• https://www.storyboard18.com/how-it-works/parliamentary-committee-raises-concern-with-meity-over-dpdp-act-implementation-lag-77105.htm 
• https://thewire.in/law/excessive-centralisation-of-power-lawyers-activists-journalists-mps-express-fear-on-dpdp-act
• https://www.medianama.com/2025/08/223-jio-idfy-meity-consent-management-systems-dpdpa/ ‍
• https://www.downtoearth.org.in/governance/centre-refuses-to-amend-dpdp-act-to-protect-journalists-whistleblowers-and-rti-activists