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

Introduction

Empowering today’s youth with the right skills is more crucial than ever in a rapidly evolving digital world. Every year on July 15th, the United Nations marks World Youth Skills Day to emphasise the critical role of skills development in preparing young people for meaningful work and resilient futures. As AI transforms industries and societies, equipping young minds with digital and AI skills is key to fostering security, adaptability, and growth in the years ahead.

Why AI Upskilling is Crucial in Modern Cyber Defence

Security in the digital age remains a complex challenge, regardless of the presence of Artificial Intelligence (AI). It is one of the biggest modern ironies, and not only that, it is a paradox wrapped in code, where the cure and the curse are written in the same language. The very hand that protects the world from cyber threats can very well be used for the creation of that threat. This being said, the modern-day implementation of AI has to circumvent the threats posed by it or any other advanced technology. A solid grasp of AI and machine learning mechanisms is no longer optional; it is fundamental for modern cybersecurity. The traditional cybersecurity training programs employ static content, which can often become outdated and inadequate for the vulnerabilities. AI-powered solutions, such as intrusion detection systems and next-generation firewalls, use behavioural analysis instead of just matching signatures. AI models are susceptible, nevertheless, as malevolent actors can introduce hostile inputs or tainted data to trick computers into incorrect classification. Data poisoning is a major threat to AI defences, according to Cisco's evidence.

As threats surpass the current understanding of cybersecurity professionals, a need arises to upskill them in advanced AI technologies so that they can fortify the security of current systems. Two of the most important skills for professionals would be AI/ML Model Auditing and Data Science. Skilled data scientists can sift through vast logs, from pocket captures to user profiles, to detect anomalies, assess vulnerabilities, and anticipate attacks. A news report from Business Insider puts it correctly: ‘It takes a good-guy AI to fight a bad-guy AI.’ The technology of generative AI is quite new. As a result, it poses fresh security issues and faces security risks like data exfiltration and prompt injections. 

Another method that can prove effective is Natural Language Processing (NLP), which helps machines process this unstructured data, enabling automated spam detection, sentiment analysis, and threat context extraction. Security teams skilled in NLP can deploy systems that flag suspicious email patterns, detect malicious content in code reviews, and monitor internal networks for insider threats, all at speeds and scales humans cannot match. 

The AI skills, as aforementioned, are not only for courtesy’s sake; they have become essential in the current landscape. India is not far behind in this mission; it is committed, along with its western counterparts, to employ the emerging technologies in its larger goal of advancement. With quiet confidence, India takes pride in its remarkable capacity to nurture exceptional talent in science and technology, with Indian minds making significant contributions across global arenas.

AI Upskilling in India

As per a news report of March 2025, Jayant Chaudhary, Minister of State, Ministry of Skill Development & Entrepreneurship, highlighted that various schemes under the Skill India Programme (SIP) guarantee greater integration of emerging technologies, such as artificial intelligence (AI), cybersecurity, blockchain, and cloud computing, to meet industry demands. The SIP’s parliamentary brochure states that more than 6.15 million recipients have received training as of December 2024. Other schemes that facilitate educating and training professionals, such as Data Scientist, Business Intelligence Analyst, and Machine Learning Engineer are,

• Pradhan Mantri Kaushal Vikas Yojana 4.0 (PMKVY 4.0)
• Pradhan Mantri National Apprenticeship Promotion Scheme (PM-NAPS)
• Jan Shikshan Sansthan (JSS)

Another report showcases how Indian companies, or companies with their offices in India such as Ernst & Young (EY), are recognising the potential of the Indian workforce and yet their deficiencies in emerging technologies and leading the way by internal upskilling and establishing an AI Academy, a new program designed to assist businesses in providing their employees with essential AI capabilities, in response to the increasing need for AI expertise. Using more than 200 real-world AI use cases, the program offers interactive, organised learning opportunities that cover everything from basic ideas to sophisticated generative AI capabilities. 

In order to better understand the need for these initiatives, a reference is significant to a report backed by Google.org and the Asian Development Bank; India appears to be at a turning point in the global use of AI. As per the research, “AI for All: Building an AI-Ready Workforce in Asia-Pacific,” India urgently needs to provide accessible and efficient AI upskilling despite having the largest workforce in the world. According to the paper, by 2030, AI could boost the Asia-Pacific region’s GDP by up to USD 3 trillion. The key to this potential is India, a country with the youngest and fastest-growing population.

Conclusion and CyberPeace Resolution

As the world stands at the crossroads of innovation and insecurity, India finds itself uniquely poised, with its vast young population and growing technologies. But to truly safeguard its digital future and harness the promise of AI, the country must think beyond flagship schemes. Imagine classrooms where students learn not just to code but to question algorithms, workplaces where AI training is as routine as onboarding. 

India’s journey towards digital resilience is not just about mastering technology but about cultivating curiosity, responsibility, and trust. CyberPeace is committed to this future and is resolute in this collective pursuit of an ethically secure digital world. CyberPeace resolves to be an active catalyst in AI upskilling across India. We commit to launching specialised training modules on AI, cybersecurity, and digital ethics tailored for students and professionals. It seeks to close the AI literacy gap and develop a workforce that is both morally aware and technologically proficient by working with educational institutions, skilling initiatives, and industry stakeholders. 

References

1. https://www.helpnetsecurity.com/2025/03/07/ai-gamified-simulations-cybersecurity/ 
2. https://www.businessinsider.com/artificial-intelligence-cybersecurity-large-language-model-threats-solutions-2025-5?utm
3. https://apacnewsnetwork.com/2025/03/ai-5g-skills-boost-skill-india-targets-industry-demands-over-6-15-million-beneficiaries-trained-till-2024/ ‍
4. https://indianexpress.com/article/technology/artificial-intelligence/india-must-upskill-fast-to-keep-up-with-ai-jobs-says-new-report-10107821/

‍Transforming Misguided Knowledge into Social Strength

‍

यत्र योगेश्वरः कृष्णो यत्र पार्थो धनुर्धरः । तत्र श्रीर्विजयो भूतिर्ध्रुवा नीतिर्मतिर्मम ॥ (Bhagavad Gita) translates as “Where there is divine guidance and righteous effort, there will always be prosperity, victory, and morality.”  In the context of the idea of rehabilitation, this verse teaches us that if offenders receive proper guidance, their skills can be redirected. Instead of causing harm, the same abilities can be transformed into tools for protection and social good. Cyber offenders who misuse their skills can, through structured guidance, be redirected toward constructive purposes like cyber defence, digital literacy, and security innovation. This interpretation emphasises not discarding the “spoiled” but reforming and reintegrating them into society.

Introduction

‍

Words and places are often associated with positive and negative aspects based on their history, stories, and the activities that might happen in that certain place. For example, the word “hacker” has a negative connotation, as does the place “Jamtara”, which is identified with its shady history as a cybercrime hotspot, but often people forget that there are lots of individuals who use their hacking skills to serve and protect their nation, also known as “white hat hackers”, a.k.a. ethical hackers, and places like Jamtara have a substantial number of talented individuals who have lost their way and are often victims of their circumstances. This presents the authorities with a fundamental issue of destigmatising cybercriminals and the need to act on their rehabilitation. The idea is to shift from punitive responses to rehabilitative and preventive approaches, especially in regions like Jamtara. 

The Deeper Problem: Systemic Gaps and Social Context

‍

Jamtara is not an isolated or a single case; there are many regions like Mewat, Bharatpur, Deoghar, Mathura, etc., that are facing a crisis, and various lives are uprooted because youth are entrapped in cybercrime rings, often to escape unemployment, poverty, and simply in the hope of a better life. In one such heart-wrenching story, a 24-year-old Shakil, belonging to Nuh, Haryana, was arrested for committing various cybercrimes, including sextortion and financial scams, and while his culpability is not in question here, his background reflects a deeper issue. He committed these crimes to pay for his diabetic father’s mounting bills and to see his sister, Shabana, married. This is the story of almost every other individual in the rural areas who is forced into committing these crimes, if not by a person, but by their circumstances. In a news report covered in 2024, an intervention was launched by various Meo leaders and social organisations in the Mewat region aimed at weaning the youth away from cybercrimes.

Not only poverty, but lack of education, social awareness, and digital literacy have acted as active agents for pushing the youth of India away from mainstream growth and towards the dark trenches of the cybercrime world. The local authorities have made active efforts to solve this problem; for instance, to dispel Jamtara’s unfavourable reputation for cybercrime and set the city firmly on the path to change, community libraries have been established in all 118 panchayats spread across six blocks of the district by IAS officer and DM Faiz Aq Ahmed Mumtaz.

The menace of cybercrimes is not limited to rural areas, as various reports surfaced during and post-COVID, where young children from urban areas became victims of various cybercrimes such as cyberbullying and stalking, and often perpetrators were someone from the same age group, adding to the dilemma. The issue has been noticed by various agencies, and the a need to deal with both victims and the accused in a sensitised manner. Recently, ex-CJI DY Chandrachud called for international collaboration to combat juvenile cybercrimes, as there are many who are ensnared and coerced into these criminal gangs, and swift resolution is the key to ensuring justice and rehabilitation.

CyberPeace Policy Outlook 

Cybercrime is often a product of skill without purpose. The youth who are often pushed into these crimes either have an incomplete idea of the veracity of their actions or have no other resort. The legal system and the agencies will have to look beyond the nature of the crimes and adopt and undertake a reformative approach so that these people can make their way into society and harness their skills ethically. A good alternative would be to organise Cyber Bootcamps for Reform, i.e., structured training with placement support, and explain to them how ethical hacking and cybersecurity careers can be attractive alternatives. One way to make the process effective is to share real-world stories of reformed hackers. There are many who belong to small villages and districts who have written success stories on reform after participating in digital training programmes. The crime they commit doesn’t have to be the last thing they are able to do in life; it doesn’t have to be the ending. The digital programmes should be organised in a way and in a vernacular that the youth are well-versed in, so there are no language barriers. The programme may give training for coding, cyber hygiene, legal literacy, ethical hacking, psychological counselling, and financial literacy workshops.

It has become a matter of reclaiming the misdirected talent, as rehabilitation is not just humane; it is strategic in the fight against cybercrime. On 1st April 2025, IIT Madras Pravartak Technologies Foundation finished training its first batch of law enforcement officers in cybersecurity techniques. The initiative is commendable, and a similar initiative may prove effective for the youth accused of cybercrimes, and preferably, they can be involved in similar rehabilitation and empowerment programmes during the early stages of criminal proceedings. This will help prevent recidivism and convert digital deviance into digital responsibility. In order to successfully incorporate this into law enforcement, the police can effectively use it to identify first-time, non-habitual offenders involved in low-impact cybercrimes. Also, courts can exercise the authority to require participation in an approved cyber-reform programme as a condition of bail in addition to bail hearings. 

Along with this, under the Juvenile Justice (Care and Protection of Children) Act, 2015, children in conflict with the law can be sent to observation homes where modules for digital literacy and skill development can be implemented. Other methods that may prove effective may include Restorative Justice Programmes, Court-monitored rehabilitation, etc. 

Conlusion 

A rehabilitative approach does not simply punish offenders, it transforms their knowledge into a force for good, ensuring that cybercrime is not just curtailed but converted into cyber defence and progress.

References

‍

1.  Ismat Ara, How an impoverished district in Haryana became a breeding ground for cybercriminals, FRONTLINE (Jul 27, 2023, 11:00 IST), https://frontline.thehindu.com/the-nation/spotlight-how-nuh-district-in-haryana-became-a-breeding-ground-for-cybercriminals/article67098193.ece )
2.  Mohammed Iqbal, Counselling, skilling aim to wean Mewat youth away from cybercrimes, THE HINDU (Jul. 28, 2024, 01:39 AM), https://www.thehindu.com/news/cities/Delhi/counselling-skilling-aim-to-wean-mewat-youth-away-from-cybercrimes/article68454985.ece
3. Prawin Kumar Tiwary,Jamtara’s journey from cybercrime to community libraries, 101 REPORTERS (Feb. 16, 2022), https://101reporters.com/article/development/Jamtaras_journey_from_cybercrime_to_community_libraries . 
4. IIT Madras Pravartak completes Training First Batch of Cyber Commandos, PRESS INFORMATION BUREAU (Apr. 1, 2025, 03:36 PM), https://www.pib.gov.in/PressReleasePage.aspx?PRID=2117256

Introduction 

India has always been celebrated as the land of abundance, once known as the ‘golden bird’ that attracted the world with its prosperity and wisdom. In the current century, as the world moves deeper into the age where every nation is redefining its strength through advancements in every sector, including technology, India is preparing for a powerful transformation. “Viksit Bharat 2047” is an initiative aimed at achieving  India's aspiration of becoming a developed nation by its centennial year of independence. India’s growth story is shifting as it takes a step towards development in every field and advances progress both in terms of generating economic growth and breakthroughs in technologies across industries. 

Today, when technology touches every aspect of our lives, ‘Cyber Security’ becomes a key area that will significantly drive progress and hold strong importance under the Viksit Bharat vision, especially with the rise of emerging technologies such as AI, quantum computing, cryptography, 5G & 6G, robotics and automation, Internet of Things (IoT), augmented reality (AR) & virtual reality (VR) etc. 

Key Initiatives Taken by the Centre

Indian Cyber Crime Coordination Centre: 

The Indian Cybercrime Coordination Centre (I4C) was established by the Ministry of Home Affairs (MHA) to provide a framework for law enforcement agencies (LEAs) to deal with cybercrime in a coordinated and comprehensive manner. I4C is actively working on initiatives to combat emerging threats in cyberspace, and it has become a strong pillar of India’s cybersecurity and cybercrime prevention. The ‘National Cyber Crime Reporting Portal’, equipped with a 24x7 cybercrime helpline number 1930,  is one of the key components of the I4C.

Recently under I4C, key initiatives were launched to strengthen cybersecurity. The Cyber Fraud Mitigation Centre (CFMC) has been incorporated to bring together banks, financial institutions, telecom companies, Internet Service Providers, and law enforcement agencies on a single platform to tackle online financial crimes efficiently. The Cyber Commandos Program will establish a specialised wing of trained Cyber Commandos in states, Union Territories, and Central Police Organisations to counter rising cyber threats. The Samanvay platform, a web-based Joint Cybercrime Investigation Facility System, has been introduced as a one-stop data repository for cybercrime to foster data sharing and collaboration. The Suspect Registry Portal, connected to the National Cybercrime Reporting Portal (NCRP), has been designed to track cybercriminals and strengthen fraud risk management.

India’s AI Mission:-

The Indian Cabinet has approved a comprehensive national-level IndiaAI Mission. The mission aims to strengthen the Indian AI innovation ecosystem by democratizing computing access, improving data quality, developing indigenous AI capabilities, attracting top AI talent, enabling industry collaboration, providing startup risk capital, ensuring socially impactful AI projects, and bolstering ethical AI. Through India AI Mission, the government is facilitating the development of India’s own foundational models, including Large Language Models (LLMs) and problem-specific AI solutions tailored to Indian needs.

The mission is implemented by the 'IndiaAI' Independent Business Division (IBD) under the Digital India Corporation (DIC) and consists of several components, such as IndiaAI Compute Capacity, IndiaAI Innovation Centre (IAIC), IndiaAI Datasets Platform, IndiaAI Application Development Initiative, IndiaAI Future Skills, IndiaAI Startup Financing, and Safe & Trusted AI. The main objective is to create and nurture an ecosystem for India’s AI innovation. 

Startup India:-  

With more than 1.59 lakh startups recognised by the Department for Promotion of Industry and Internal Trade (DPIIT) as of January 15, 2025, India has firmly established itself as the third-largest startup ecosystem in the world. Startup India is a flagship initiative launched by the Government of India on 16th January 2016 to build a strong ecosystem for nurturing innovation and startups in the country, which will drive economic growth and generate large-scale employment opportunities.

Key Regulations:-

‍The Centre, in order to better regulate the cyber domain, has come up with significant regulations. To protect the personal data of citizens, the Digital Personal Data Protection Act, 2023 has been enacted. The Intermediary Guidelines 2021 lay down obligations on social media platforms and intermediaries to ensure accountability and user safety. The Telecommunications Act 2023 has also been enacted. Further, the Promotion and Regulation of Online Gaming Bill 2025, passed by Parliament on 21st August 2025, aims to address related concerns. In addition, Cert-In issues guidelines & advisories from time to time, in order to strengthen cybersecurity.

CyberPeace Outlook 

CyberPeace has been at the forefront in transforming policy, technology, and ethical growth in the cyber landscape through its key initiatives. In 2023, CyberPeace hosted the Global CyberPeace Summit in collaboration with Civil 20 and G20 India, with knowledge support from the United Service Institution of India and participation from MeitY, NCIIPC, CERT-In, Zoom, Meta, InMobi, ICANN, Internet Society, MANRS, APNIC, and leading universities, which helped shape critical global conversations on trust, safety, and collaboration in cyberspace. 

Viksit Bharat 2047 is more than just a vision for economic success; it is a pledge to create a nation that is technologically secure, resilient, and globally competitive.  In this journey, cybersecurity will be at the heart of India's digital reboot, securing its innovation, empowering its citizens, and ensuring its future.

References

• https://www.cyberpeace.org/resources/blogs/i4c-foundation-day-celebration-shri-amit-shah-launches-key-initiatives-to-tackle-cybercrime
• https://www.cyberpeace.org/resources/blogs/indiaai-mission
• https://bharatarticles.com/viksit-bharat-2047-vision-challenges-and-roadmap-to-a-developed-india/
• https://www.pib.gov.in/PressReleasePage.aspx?PRID=2012355‍
• https://www.pib.gov.in/PressReleasePage.aspx?PRID=2093125

‍