#FactCheck -Viral Claim That Yogi Adityanath Urged People Not to Watch Shah Rukh Khan’s Films Is Misleading

CAPTCHA, or the Completely Automated Public Turing Test to Tell Computers and Humans Apart function, is an image or distorted text that users have to identify or interpret to prove they are human. 2007 marked the inception of CAPTCHA, and Google developed its free service called reCAPTCHA, one of the most commonly used technologies to tell computers apart from humans. CAPTCHA protects websites from spam and abuse by using tests considered easy for humans but were supposed to be difficult for bots to solve. 

But, now this has changed. With AI becoming more and more sophisticated, it is now capable of solving CAPTCHA tests at a rate that is more accurate than humans, rendering them increasingly ineffective. This raises the question of whether CAPTCHA is still effective as a detection tool with the advancements of AI.

CAPTCHA Evolution: From 2007 Till Now

CAPTCHA has evolved through various versions to keep bots at bay. reCAPTCHA v1 relied on distorted text recognition, v2 introduced image-based tasks and behavioural analysis, and v3 operated invisibly, assigning risk scores based on user interactions. While these advancements improved user experience and security, AI now solves CAPTCHA with 96% accuracy, surpassing humans (50-86%). Bots can mimic human behaviour, undermining CAPTCHA’s effectiveness and raising the question: is it still a reliable tool for distinguishing real people from bots?

Smarter Bots and Their Rise

AI advancements like machine learning, deep learning and neural networks have developed at a very fast pace in the past decade, making it easier for bots to bypass CAPTCHA. They allow the bots to process and interpret the CAPTCHA types like text and images with almost human-like behaviour. Some examples of AI developments against bots are OCR or Optical Character Recognition. The earlier versions of CAPTCHA relied on distorted text: AI because of this tech is able to recognise and decipher the distorted text, making CAPTCHA useless. AI is trained on huge datasets which allows Image Recognition by identifying the objects that are specific to the question asked. These bots can mimic human habits and patterns by Behavioural Analysis and therefore fool the CAPTCHA. 

To defeat CAPTCHA, attackers have been known to use Adversarial Machine Learning, which refers to AI models trained specifically to defeat CAPTCHA. They collect CAPTCHA datasets and answers and create an AI that can predict correct answers. The implications that CAPTCHA failures have on platforms can range from fraud to spam to even cybersecurity breaches or cyberattacks. 

CAPTCHA vs Privacy: GDPR and DPDP

GDPR and the DPDP Act emphasise protecting personal data, including online identifiers like IP addresses and cookies. Both frameworks mandate transparency when data is transferred internationally, raising compliance concerns for reCAPTCHA, which processes data on Google’s US servers. Additionally, reCAPTCHA's use of cookies and tracking technologies for risk scoring may conflict with the DPDP Act's broad definition of data. The lack of standardisation in CAPTCHA systems highlights the urgent need for policymakers to reevaluate regulatory approaches.

CyberPeace Analysis: The Future of Human Verification

CAPTCHA, once a cornerstone of online security, is losing ground as AI outperforms humans in solving these challenges with near-perfect accuracy. Innovations like invisible CAPTCHA and behavioural analysis provided temporary relief, but bots have adapted, exploiting vulnerabilities and undermining their effectiveness. This decline demands a shift in focus. 

Emerging alternatives like AI-based anomaly detection, biometric authentication, and blockchain verification hold promise but raise ethical concerns like privacy, inclusivity, and surveillance. The battle against bots isn’t just about tools but it’s about reimagining trust and security in a rapidly evolving digital world.

AI is clearly winning the CAPTCHA war, but the real victory will be designing solutions that balance security, user experience and ethical responsibility. It’s time to embrace smarter, collaborative innovations to secure a human-centric internet.

References

• https://www.business-standard.com/technology/tech-news/bot-detection-no-longer-working-just-wait-until-ai-agents-come-along-124122300456_1.html 
• https://www.milesrote.com/blog/ai-defeating-recaptcha-the-evolving-battle-between-bots-and-web-security 
• https://www.technologyreview.com/2023/10/24/1081139/captchas-ai-websites-computing/‍
• https://datadome.co/guides/captcha/recaptcha-gdpr/

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/

Introduction

The Central Board of Secondary Education (CBSE) has issued a warning to students about fake social media accounts that spread false information about the CBSE. The board has warned students not to trust the information coming from these accounts and has released a list of 30 fake accounts. The board has expressed concern that these handles are misleading students and parents by spreading fake information with the name and logo of the CBSE. The board has has also clarified that it is not responsible for the information being spread from these fake accounts.

The Central Board of Secondary Education (CBSE), a venerable institution in the realm of Indian education, has found itself ensnared in the web of cyber duplicity. Impersonation attacks, a sinister facet of cybercrime, have burgeoned, prompting the Board to adopt a vigilant stance against the proliferation of counterfeit social media handles that masquerade under its esteemed name and emblem.

The CBSE, has revealed a list of approximately 30 spurious handles that have been sowing seeds of disinformation across the social media landscape. These digital doppelgängers, cloaked in the Board's identity, have been identified and exposed. The Board's official beacon in this murky sea of falsehoods is the verified handle '@cbseindia29', a lighthouse guiding the public to the shores of authentic information.

This unfolding narrative signifies the Board's unwavering commitment to tackle the scourge of misinformation and to fortify the bulwarks safeguarding the sanctity of its official communications. By spotlighting the rampant growth of fake social media personas, the CBSE endeavors to shield the public from the detrimental effects of misleading information and to preserve the trust vested in its official channels.

CBSE Impersonator Accounts

The list of identified malefactors, parading under the CBSE banner, serves as a stark admonition to the public to exercise discernment while navigating the treacherous waters of social media platforms. The CBSE has initiated appropriate legal manoeuvres against these unauthorised entities to stymie their dissemination of fallacious narratives.

The Board has previously unfurled comprehensive details concerning the impending board examinations for both Class 10 and Class 12 in the year 2024. These academic assessments are slated to commence from February 15 to April 2, 2024, with a uniform start time of 10:30 AM (IST) across all designated dates.

The CBSE has made it unequivocally clear that there are nefarious entities lurking in the shadows of social media, masquerading in the guise of the CBSE. It has implored students and the general public not to be ensnared by the siren songs emanating from these fraudulent accounts and has also unfurled a list of these imposters. The Board's warning is a beacon of caution, illuminating the path for students as they navigate the digital expanse with the impending commencement of the CBSE Class X and XII exams.

Sounding The Alarm

The Central Board of Secondary Education (CBSE) has sounded the alarm, issuing an advisory to schools, students, and their guardians about the existence of fake social media platform handles that brandish the board’s logo and mislead the academic community. The board has identified about 30 such accounts on the microblogging site 'X' (formerly known as Twitter) that misuse the CBSE logo and acronym, sowing confusion and disarray.

The board is in the process of taking appropriate action against these deceptive entities. CBSE has also stated that it bears no responsibility for any information disseminated by any other source that unlawfully appropriates its name and logo on social media platforms.

Sources reveal that these impostors post false information on various updates, including admissions and exam schedules. After receiving complaints about such accounts on 'X', the CBSE issued the advisory and has initiated action against those operating these accounts, sources said.

The Brute Nature of Impersonation

In the contemporary digital epoch, cybersecurity has ascended to a position of critical importance. It is the bulwark that ensures the sanctity of computer networks is maintained and that computer systems are not marked as prey by cyber predators. Cyberattacks are insidious stratagems executed with the intent of expropriating, manipulating, or annihilating authenticated user or organizational data. It is imperative that cyberattacks be mitigated at their roots so that users and organizations utilizing internet services can navigate the digital domain with a sense of safety and security. Knowledge about cyberattacks thus plays a pivotal role in educating cyber users about the diverse types of cyber threats and the preventive measures to counteract them.

Impersonation Attacks are a vicious form of cyberattack, characterised by the malicious intent to extract confidential information. These attacks revolve around a process where cyber attackers eschew the use of malware or bots to perpetrate their crimes, instead wielding the potent tactic of social engineering. The attacker meticulously researches and harvests information about the legitimate user through platforms such as social media and then exploits this information to impersonate or masquerade as the original, legitimate user.

The threats posed by Impersonation Attacks are particularly insidious because they demand immediate action, pressuring the victim to act without discerning between the authenticated user and the impersonated one. The very nature of an Impersonation Attack is a perilous form of cyber assault, as the original user who is impersonated holds rights to private information. These attacks can be executed by exploiting a resemblance to the original user's identity, such as email IDs. Email IDs with minute differences from the legitimate user are employed in this form of attack, setting it apart from the phishing cyber mechanism. The email addresses are so similar and close to each other that, without paying heed or attention to them, the differences can be easily overlooked. Moreover, the email addresses appear to be correct, as they generally do not contain spelling errors.

Strategies to Prevent 

To prevent Impersonation Attacks, the following strategies can be employed:

1. Proper security mechanisms help identify malicious emails and thereby filter spamming email addresses on a regular basis.
2. Double-checking sensitive information is crucial, especially when important data or funds need to be transferred. It is vital to ensure that the data is transferred to a legitimate user by cross-verifying the email address.
3. Ensuring organizational-level security is paramount. Organizations should have specific domain names assigned to them, which can help employees and users distinguish their identity from that of cyber attackers.
4. Protection of User Identity is essential. Employees must not publicly share their private identities, which can be exploited by attackers to impersonate their presence within the organization.

Conclusion 

The CBSE's struggle against the masquerade of misinformation is a reminder of the vigilance required to safeguard the legitimacy of our digital interactions. As we navigate the complex and uncharted terrain of the internet, let us arm ourselves with the knowledge and discernment necessary to unmask these digital charlatans and uphold the sanctity of truth.

References 

• https://timesofindia.indiatimes.com/city/ahmedabad/cbse-warns-against-misuse-of-its-name-by-fake-social-media-handles/articleshow/107644422.cms
• https://www.timesnownews.com/education/cbse-releases-list-of-fake-social-media-handles-asks-not-to-follow-article-107632266
• https://www.etvbharat.com/en/!bharat/cbse-public-advisory-enn24021205856

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