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Type: Explained

  • Women empowerment issues – Jobs,Reservation and education

    Concept of sexual equality must be part of syllabus: SC

    Explained | Indian Society | Mains Paper 1: Role Of Women & Women Organization

    Note4Students

    From UPSC perspective, the following things are important:

    Mains level: Gender equality;

    Why in the News?

    On Friday (February 21, 2025), the Supreme Court told the Centre that schools should teach students about gender equality and how men should treat women with respect.

    Is the lack of basic education about gender equality the root cause of the surge in rape cases and crimes against women? 

    • Perpetuation of Gender Stereotypes: Without education promoting gender equality, traditional gender norms that view women as inferior or subordinate to men persist. These stereotypes normalize the control and objectification of women.
      • Example: In many societies, women are still expected to conform to rigid gender roles (e.g., being submissive or confined to domestic spaces), leading to a culture where violence against women is excused or ignored.
    • Lack of Consent Education: Education about bodily autonomy and consent is often missing from curricula, leading to misunderstandings about boundaries and mutual respect in relationships.
      • Example: In the 2012 Nirbhaya case in India, public outrage highlighted how a lack of understanding of consent and gender respect contributed to the brutal crime and called for reforms in legal and educational frameworks.
    • Normalization of Violence: In the absence of gender-sensitive education, violence against women is often normalized or trivialized, reducing the social stigma against perpetrators and discouraging survivors from seeking justice.
      • Example: A 2018 NCRB report indicated that a significant number of rape cases were committed by individuals known to the victim, reflecting how intimate violence is often overlooked due to cultural acceptance.
    • Failure to Challenge Patriarchal Mindsets: Without education to challenge patriarchal beliefs, young minds are conditioned to accept gender hierarchies, reinforcing power imbalances that enable violence.
      • Example: In rural areas of Uttar Pradesh, deeply entrenched patriarchal values have led to frequent reports of gender-based violence, underscoring the need for education to disrupt these harmful norms.
    • Ineffective Implementation of Gender Sensitization Programs: Despite legal mandates like the POSH Act (2013) and initiatives for gender education, the absence of comprehensive implementation limits public understanding and societal change.
      • Example: In workplaces across India, the lack of proper sensitization and training programs on gender equality has resulted in underreporting of sexual harassment cases.

    Should schools include gender equality and respectful behavior in curricula?

    • Promotes Mutual Respect and Empathy: Teaching gender equality helps students understand and respect diverse identities, fostering empathy and reducing discriminatory attitudes.
      • Example: Programs like UNICEF’s “Life Skills Education” in schools across India teach students about gender sensitivity, helping reduce bullying and promoting inclusive behavior.
    •  Prevents Gender-Based Violence: Educating students about consent, boundaries, and respectful communication helps prevent harassment and violence from an early age.
      • Example: Countries like Sweden have implemented comprehensive sexuality education (CSE), resulting in lower rates of sexual harassment among teenagers.
    • Challenges Gender Stereotypes: Curricula that question traditional gender roles empower students to pursue diverse career paths and challenge social biases.
      • Example: “Breakthrough India” runs school-based campaigns that challenge stereotypes, encouraging both girls and boys to engage in activities beyond gender norms (e.g., encouraging girls in STEM fields).

    What are the steps taken by the Indian Government? 

    At legislative level:

    • Criminal Law (Amendment) Act, 2013: Enacted after the Nirbhaya case to expand the definition of rape, introduce stricter punishments, and criminalize stalking and voyeurism.
    • Protection of Children from Sexual Offences (POCSO) Act, 2012: Provides legal protection to children against sexual abuse and exploitation.
    • The Sexual Harassment of Women at Workplace (POSH) Act, 2013: Mandates the establishment of Internal Complaints Committees (ICCs) in workplaces to address sexual harassment cases.
    • Bharatiya Nyaya Sanhita, 2023: Replaces the Indian Penal Code, with enhanced provisions for sexual offenses and crimes against women.

    At policy level: 

    • Beti Bachao Beti Padhao (BBBP), 2015: Aims to address the declining child sex ratio and promote the education and welfare of girls.
    • One Stop Centres (OSCs), 2015: Provides integrated support and assistance to women affected by violence, including legal aid and medical assistance.
    • NIRBHAYA Fund, 2013: Supports initiatives for the safety and security of women, including emergency response systems and the creation of women’s help desks in police stations.
    • Mahila Police Volunteers (MPV) Scheme: Facilitates community-level support for women by appointing volunteers to assist victims in reporting crimes.

    Way forward: 

    • Integrate Comprehensive Gender Education: Mandate gender equality and consent education across all educational levels to challenge stereotypes, promote mutual respect, and prevent gender-based violence.
    • Strengthen Implementation and Monitoring: Ensure effective enforcement of gender-sensitive laws and policies through regular audits, awareness campaigns, and robust monitoring mechanisms to improve accountability and support for survivors.

    Mains PYQ:

    Q Discuss the desirability of greater representation to women in the higher judiciary to ensure diversity, equity and inclusiveness. (UPSC IAS/2021)

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  • Economic Indicators and Various Reports On It- GDP, FD, EODB, WIR etc

    [21st February 2025] The Hindu Op-ed: Is consumption enough to drive growth?

    Explained | Economics | Mains Paper 3: Indian Economy

    PYQ Relevance:

    Q) Explain the difference between the computing methodology of India’s Gross Domestic Product (GDP) before the year 2015 and after the year 2015. (UPSC CSE 2021)

     

    Mentor’s Comment: UPSC mains have always focused on India’s Gross Domestic Product  (2021), and India from realizing its potential GDP (2020).

    An economy grows through two key factors: supply (production of goods and services) and demand (spending on these goods and services). Among demand sources, investment is crucial as it creates a multiplier effect, boosting jobs and income. Consumption follows growth but cannot drive it alone, as sustainable expansion requires strong investment and production.

    Today’s editorial talks about India’s GDP growth factors based on demand and supply. This content would help in GS Paper 3 mains Paper.

    _

    Let’s learn!

    Why in the News?

    An economy’s growth is like navigating two interconnected boats—one representing the supply or production of goods and services.

    Is consumption enough to drive growth?

    Consumption plays a crucial role in driving economic growth, but it is not sufficient on its own for sustainable long-term growth.

    • Consumption-Led Growth is Slower: While consumption boosts demand, it does not create long-term productive capacity. Example: India’s GDP growth in recent years has been driven by consumption (60.3% of GDP in 2023), but it lags behind China’s investment-driven growth.
    • Limited Multiplier Effect: Unlike investment, increased consumption has a weaker impact on overall income and job creation. Example: If people buy more smartphones, it benefits retailers but does not significantly boost domestic production if phones are imported.
    • Investment is Crucial for Sustainable Growth: Higher investment in infrastructure, industries, and technology leads to job creation and productivity gains. Example: China’s high investment rate (41.3% of GDP in 2023) has helped it achieve rapid economic growth and higher per capita income than India.

    Why is economic growth dependent on two factors?

    • Balanced Growth Requires Both Supply & Demand: Economic growth happens when goods and services are produced (supply) and purchased (demand) in a balanced manner.
      • Example: A country increasing factory production (supply) must also have enough consumers to buy the products (demand), ensuring sustainable growth.
    • Mismatch Leads to Economic Problems
      • If demand > supply, inflation rises due to excessive spending with limited goods.
      • If supply > demand, businesses suffer from unsold stock, leading to job losses.
      • Example: Post-pandemic, supply chain disruptions led to high demand but low supply, causing inflation.
    • Investment Drives Long-Term Growth: Investment in infrastructure, industries, and technology increases production capacity (supply) while also creating jobs, which boosts spending power (demand).
      • Example: China’s high investment in infrastructure and manufacturing led to rapid economic growth by expanding both supply and demand.
    • Government Policies Impact Both Sides: Fiscal and monetary policies help balance supply-side growth (e.g., industrial incentives) and demand-side expansion (e.g., tax cuts or subsidies).
      • Example: India’s Production-Linked Incentive (PLI) scheme boosts manufacturing (supply), while government social schemes increase purchasing power (demand).
    • Exports and Imports Affect Domestic Growth: A strong export sector increases supply, bringing foreign exchange, while controlled imports ensure domestic industries remain competitive.
      • Example: India’s IT exports generate revenue (supply), while consumer imports like electronics influence domestic demand.

    What role does investment play in economic growth?

    • Boosts Production Capacity: Investment in factories, infrastructure, and technology increases the ability to produce goods and services, leading to higher GDP. Example: China’s heavy investment in manufacturing and infrastructure helped it become the world’s largest exporter.
    • Creates Employment Opportunities: New industries and infrastructure projects generate jobs, increasing income and overall demand in the economy. Example: India’s road and metro projects have created millions of direct and indirect jobs, boosting economic activity.
    • Multiplier Effect on Demand & GDP: Investment leads to increased income, which in turn increases consumption and demand, further driving growth. Example: A ₹100 investment in building highways can create ₹125 in overall economic output due to increased business activities along the route.
    • Encourages Private Sector Confidence: When the government invests in key sectors, it builds confidence among private businesses to invest further. Example: India’s Production-Linked Incentive (PLI) scheme for electronics manufacturing has attracted global tech firms to set up production units.
    • Leads to Technological and Industrial Development: Investments in research, innovation, and new industries enhance productivity and global competitiveness. Example: South Korea’s investment in R&D and technology made it a leader in electronics and automobile industries.

    How have India and China experienced changes in per capita income?

    • Similar Per Capita Incomes in the Early 1990s: In the early 1990s, India and China had nearly equal per capita incomes, with both countries being 1.5% of the U.S. average. Example: In 1992, both nations were considered low-income economies with similar economic structures.
    • China’s Investment-Led Growth Model: China prioritized high investment rates, focusing on infrastructure, state-owned enterprises, and manufacturing. Example: In 1992, China’s investment rate was 39.1% of GDP, much higher than India’s 27.4%.
    • Diverging Growth Post-2000s: India’s investment rate rose to 35.8% in 2007, almost matching China’s, but declined after 2012 due to policy uncertainty and global economic slowdown.Example: By 2013, China’s investment rate increased to 44.5%, while India’s fell to 31.3%.
    • China’s Faster Rise in Per Capita Income: By 2023, China’s per capita income was 5 times India’s in nominal terms and 2.4 times higher in purchasing power parity (PPP). Example: As a percentage of U.S. per capita income in 2023: China: 15%, India: 3%.
    • India’s Consumption-Driven Growth Model: India’s economic growth has been mainly driven by domestic consumption, while China maintained higher investment levels. Example: In 2023, consumption was 60.3% of India’s GDP, compared to 39.1% in China.
    • Long-Term Impact on Growth and Inequality: India’s lower investment and trade deficits have led to slower per capita income growth, affecting job creation and economic equality. Example: China’s investment rate in 2023 was 41.3%, whereas India’s was only 30.8%, limiting economic expansion.

    What measures has the Indian government taken to promote investment in India?

    • Infrastructure Development: The government has launched massive infrastructure projects to boost investment and improve connectivity. Example: PM Gati Shakti (National Master Plan) aims to integrate multi-modal transport networks and reduce logistics costs.
    • Production-Linked Incentive (PLI) Scheme: Introduced to boost manufacturing and attract foreign and domestic investments in key sectors. Example: PLI schemes for electronics, pharmaceuticals, and renewable energy have encouraged global firms to set up production in India.
    • Corporate Tax Reforms: India reduced corporate tax rates to make the investment climate more competitive. Example: In 2019, the corporate tax rate was slashed to 22% for existing companies and 15% for new manufacturing firms.
    • Ease of Doing Business & FDI Reforms: Simplified regulatory processes, digital approvals, and single-window clearances to attract investments. Example: 100% FDI allowed in sectors like defense, telecom, and insurance under automatic route.

    Way forward: 

    • Enhancing Investment-Led Growth: India should focus on increasing capital formation by boosting infrastructure, industrial productivity, and R&D investments. Strengthening public-private partnerships (PPPs) and expanding the PLI scheme to emerging sectors can accelerate long-term economic growth.
    • Balancing Consumption and Supply-Side Expansion: While consumption remains a key driver, policies should encourage domestic manufacturing and export competitiveness to reduce reliance on imports. Strengthening skill development and labour market reforms will enhance productivity and job creation.

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  • Judicial Reforms

    SC stays Lokpal order on power over judges

    Explained | Polity | Mains Paper 2: Seperation Of Power

    Note4Students

    From UPSC perspective, the following things are important:

    Mains level: Issues related to the Judiciary;

    Why in the News?

    The Supreme Court recently halted a Lokpal order that sought to include High Court judges under its jurisdiction, calling the anti-corruption body’s interpretation “very disturbing.”

    Why did the Supreme Court stay the Lokpal order?

    • Violation of Judicial Independence (Article 50 & Article 121): The Supreme Court held that bringing High Court judges under Lokpal’s jurisdiction undermines judicial independence, which is a part of the Basic Structure Doctrine.
      • Article 50 mandates the separation of the judiciary from the executive, preventing interference in judicial functioning.
      • Article 121 prohibits Parliament from discussing the conduct of judges except in matters of impeachment, reinforcing judicial autonomy.
    • Judges Are Appointed Under the Constitution (Article 124 & Article 217): The Supreme Court rejected Lokpal’s argument that High Courts were created by British laws, emphasizing that all judges are appointed under the Constitution.
      • Article 124 establishes the Supreme Court, while Article 217 governs the appointment of High Court judges, ensuring their independence from executive control.
    • Judicial Oversight Is an Internal Process (Article 124(4) & Article 217(1)(b)): The Supreme Court reaffirmed that judicial misconduct should be handled internally, either through the in-house procedure or the impeachment process.
      • Article 124(4) (for Supreme Court judges) and Article 217(1)(b) (for High Court judges) provide for removal only through Parliamentary impeachment, making external investigations by the Lokpal unconstitutional.

    What is suo motu case? 

    Suo motu (Latin: on its own motion) refers to the Supreme Court or High Courts taking up a case on their own initiative, without a formal petition being filed.

    In which circumstances do courts in India exercise suo motu powers?

    • Constitutional Concerns (Separation of Powers, Judicial Independence): Courts intervene suo motu when an issue threatens constitutional principles like the separation of powers or judicial independence.
      • Example: In re: Article 370 of the Constitution (2023) – The Supreme Court took up the matter of abrogation of Article 370 to examine whether the Union government’s decision upheld constitutional principles.
    • Fundamental Rights Violations: Courts act suo motu when fundamental rights under Articles 14 (equality), 19 (freedom), and 21 (right to life) are violated.
      • Example: Suo Motu Writ Petition (Criminal) No.1 of 2020 – The Supreme Court intervened during COVID-19 migrant crisis, directing the government to provide food, shelter, and transport to stranded workers.
    • Public Interest or Institutional Integrity: Courts take suo motu cognizance to protect public interest and prevent harm to democratic institutions.
      • Example: Suo Motu Cognizance of Lakhimpur Kheri Violence (2021) – The Supreme Court intervened to monitor the UP government’s investigation into the killing of protesting farmers, ensuring transparency and accountability.

    Why did the Lokpal order bring High Court judges under its jurisdiction?

    • Interpretation of ‘Public Servants’ Under Lokpal Act: The Lokpal classified High Court judges as public servants under the Lokpal and Lokayuktas Act, 2013, making them subject to its jurisdiction.
    • Reliance on Section 14(1)(f) of the Lokpal Act: This section grants Lokpal jurisdiction over any body or authority established by an Act of Parliament.
      • The Lokpal argued that High Courts were established by British Parliamentary Acts (Indian High Courts Act, 1861 & Government of India Act, 1935), making them fall within this clause.
    • Distinction Between High Courts and Supreme Court: The Lokpal reasoned that Article 124 of the Constitution explicitly established the Supreme Court, but Article 214 only recognized High Courts, implying that High Courts were not directly created by the Constitution.
      • Based on this, the Lokpal ruled that Supreme Court judges were outside its jurisdiction, but High Court judges were not.
    • Lack of Explicit Exemption for Judges: The 2013 Lokpal Act does not explicitly exclude High Court judges from its jurisdiction, which the Lokpal interpreted as allowing it to investigate them.
    • Case-Specific Justification: The complaint involved a High Court judge allegedly influencing judicial decisions for personal benefit. The Lokpal argued that since the judge was serving in a High Court of a State reorganized by an Act of Parliament, it had jurisdiction over the matter.

    Way forward: 

    • Judicial Accountability Within Constitutional Framework: Strengthen in-house mechanisms for judicial oversight while ensuring compliance with constitutional provisions like Articles 124(4) and 217(1)(b), which mandate impeachment as the sole removal process for judges.
    • Clarify Lokpal’s Jurisdiction Through Legislative Review: Amend the Lokpal and Lokayuktas Act, 2013, to explicitly define its jurisdiction, ensuring it does not encroach upon judicial independence while maintaining transparency in the judiciary.

    Mains PYQ:

    Q Judicial Legislation is antithetical to the doctrine of separation of powers as envisaged in the Indian Constitution. In this context justify the filing of large number of public interest petitions praying for issuing guidelines to executive authorities. (UPSC IAS/2020)

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  • Foreign Policy Watch: India-China

    The long and winding road of India-China relations

    Explained | International Relations | Mains Paper 2: India & Its Neighborhood – Relations

    Note4Students

    From UPSC perspective, the following things are important:

    Mains level: India-China relation;

    Why in the News?

    India’s Foreign Secretary Vikram Misri visited China in January 2025, where both countries made important announcements about their future relationship.

    What are the latest diplomatic discussions between India and China?

    • Resumption of Direct Air Services: After nearly five years, both nations agreed to restart direct flights, aiming to enhance connectivity and facilitate people-to-people exchanges.
    • Facilitation of Journalist Exchanges: The two countries decided to ease the process for journalists to operate in each other’s territories, promoting better mutual understanding and media cooperation.
    • Revival of the Kailash Mansarovar Yatra: Plans were made to resume the annual pilgrimage to Mount Kailash in Tibet, a significant site for Hindu devotees, which had been suspended since 2020 due to the pandemic and border tensions.
    • Addressing Economic and Trade Issues: Both sides discussed specific concerns in economic and trade areas, aiming to resolve issues and promote long-term policy transparency and predictability.
    • Commitment to Strengthening Bilateral Relations: High-level meetings underscored the importance of mutual support and understanding, with both nations expressing a desire to move beyond past disputes and enhance cooperation across various sectors.

    What are the challenges between India and China? 

    • Border Disputes and Military Standoff: The unresolved Line of Actual Control (LAC) dispute remains a major flashpoint. Example: The 2020 Galwan Valley clash led to casualties on both sides and heightened tensions, leading to prolonged military deployments in Ladakh.
    • Trade Imbalance and Economic Restrictions: India faces a significant trade deficit with China, as it imports more than it exports. Example: In 2023, India’s trade deficit with China exceeded $100 billion, prompting India to impose restrictions on Chinese investments and apps.
    • Geopolitical Rivalry and Strategic Alliances: Both countries compete for influence in South Asia, the Indian Ocean, and global institutions. Example: China’s Belt and Road Initiative (BRI), which India opposes, includes projects in Pakistan and Sri Lanka, challenging India’s regional influence.
    • China’s Support to Pakistan and India’s Response: China’s close ties with Pakistan, including military and economic aid, pose security concerns for India. Example: China’s role in developing Gwadar Port in Pakistan and supplying weapons to Pakistan’s military affects India’s security calculus.
    • Tensions in Multilateral Forums: India and China often clash diplomatically in international organizations. Example: China has blocked India’s bid for UNSC permanent membership and has repeatedly blocked India’s attempts to list Pakistan-based terrorists in the UN.

    What measures has the Indian government taken after the Galwan clash?

    • Strengthening Military Presence and Infrastructure at LAC: India rapidly deployed additional troops, upgraded surveillance, and enhanced military infrastructure along the Line of Actual Control (LAC).
      • Example: India constructed all-weather roads, bridges, and airstrips, such as the Darbuk-Shyok-Daulat Beg Oldi (DSDBO) road in Ladakh, to improve troop movement.
    • Ban on Chinese Apps and Economic Restrictions: The government banned over 300 Chinese apps, citing security concerns and took steps to reduce economic dependence on China.
      • Example: TikTok, PUBG Mobile, WeChat, and AliExpress were among the banned apps, impacting China’s digital market in India.
    • Increased Focus on Atmanirbhar Bharat (Self-Reliant India): India pushed for domestic manufacturing in defense, telecom, and electronics to reduce reliance on Chinese imports.
      • Example: The government placed restrictions on Chinese firms participating in 5G trials, and promoted Indian alternatives in the telecom sector.
    • Diplomatic and Strategic Realignments: India strengthened partnerships with like-minded countries to counterbalance China’s influence.
      • Example: India reinforced ties with the Quad alliance (U.S., Japan, Australia, India), holding Malabar naval exercises to enhance security cooperation.
    • Revised Foreign Direct Investment (FDI) Policies: India introduced stricter FDI regulations, requiring government approval for investments from China and other neighboring countries.
      • Example: The new FDI rules in 2020 prevented automatic approvals for Chinese investments in Indian startups and infrastructure projects.

    Way forward: 

    • Strengthening Diplomatic and Strategic Engagement: India and China should prioritize sustained diplomatic dialogue and confidence-building measures to prevent conflicts and enhance cooperation in multilateral forums.
      • Example: Establishing a structured mechanism for LAC dispute resolution and expanding bilateral trade dialogues to address economic concerns.
    • Enhancing Economic and Technological Self-Reliance: India should continue efforts toward Atmanirbhar Bharat by boosting domestic manufacturing, diversifying supply chains, and strengthening critical sectors like semiconductors and defence.
      • Example: Expanding the Production Linked Incentive (PLI) scheme to reduce dependency on Chinese imports and developing strategic alliances for tech collaborations.

    Mains PYQ:

    Q Critically examine the aims and objectives of SCO. What importance does it hold for India? (UPSC IAS/2021)

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  • Telecom and Postal Sector – Spectrum Allocation, Call Drops, Predatory Pricing, etc

    On building resilient telecom infrastructure

    Explained | Economics | Mains Paper 3: Infrastructure: Energy, Ports, Roads, Airports, Railways Etc.

    Note4Students

    From UPSC perspective, the following things are important:

    Mains level: Telecom sector;

    Why in the News?

    The Coalition for Disaster Resilient Infrastructure (CDRI), a global organization launched by Prime Minister Narendra Modi in 2019, recently released a report assessing how well Indian telecom networks can handle disasters.

    What does the Coalition for Disaster Resilient Infrastructure report state?

    • Multi-Hazard Risk Assessment: The report conducted a comprehensive risk assessment across 0.77 million telecom towers, evaluating vulnerabilities to various disasters such as floods, cyclones, and earthquakes, which informs infrastructure planning and resilience strategies.
    • Disaster Risk and Resilience Index: A new index was developed to assess the vulnerability of telecom infrastructure based on factors like disaster intensity and frequency, enabling targeted risk management efforts.
    • Technical and Governance Enhancements: Recommendations include improving technical planning and design of telecom infrastructure to withstand disasters, as well as integrating disaster resilience into sectoral policies through risk-informed governance.
    • Financial Instruments and Collaboration: The report advocates for establishing risk-sharing mechanisms to protect telecom operators financially, alongside promoting cross-sectoral collaboration for coordinated disaster response efforts.
    • Last-Mile Connectivity and Digital Solutions: Emphasizing the importance of inclusive emergency responses, the report calls for enhancing last-mile connectivity and leveraging digital solutions to ensure rapid service restoration during crises.

    Why do telecom networks face elevated risks in coastal regions in times of disaster and calamity?

    • High Exposure to Cyclones & Storm Surges: Coastal areas frequently experience high-speed winds and storm surges, which can damage telecom towers and disrupt communication. Example: During Cyclone Amphan (2020), telecom networks in West Bengal and Odisha were severely impacted due to tower collapses and flooding.
    • Vulnerability of Undersea Cable Landing Stations: Undersea cables connect India to global internet infrastructure, and their landing stations are located in coastal regions. Damage to these stations can cause widespread internet outages. Example: In 2023, a disruption in undersea cables near the Red Sea affected internet speeds in South Asia, including India.
    • Power Failures Due to Flooding & Infrastructure Damage: Coastal disasters often lead to massive power outages, affecting telecom towers and network operating centres that rely on continuous electricity. Example: During Cyclone Tauktae (2021), heavy rainfall and flooding in Mumbai led to prolonged telecom disruptions due to power cuts and submerged backup generators.

    Why are undersea cables better than overland cables?

    • Higher Capacity: Undersea cables can carry vast amounts of data, with total capacities reaching terabits per second, significantly surpassing the capabilities of satellite communications, which typically offer much lower bandwidth (around 1 gigabit per second).
    • Lower Latency: The signal transmission time is considerably shorter with undersea cables than with satellite links. For example, latency over a fibre submarine cable is around 120 milliseconds, while satellite communications can introduce delays of approximately 650 milliseconds due to the long distances signals must travel to and from space.
    • Cost-Effectiveness: Laying undersea cables is generally more economical than deploying satellite systems for large-scale data transmission. The initial investment in submarine cables, while significant, is offset by their capacity and reliability, making them a more sustainable option for long-term infrastructure.
    • Reliability and Stability: Undersea cables are less susceptible to environmental factors that can disrupt overland cables, such as weather conditions or physical damage from construction activities. Their placement on the seabed provides a level of protection against many potential hazards.
    • Global Connectivity: Submarine cables are essential for connecting continents and regions that are separated by water. They facilitate international data traffic and play a critical role in global communications, making them indispensable for the functioning of the Internet and other communication networks.

    Does power failure create major problems?

    • Disrupts Communication During Emergencies: Telecom towers and network operating centres require continuous power to function. When electricity is cut off, mobile networks and internet services fail, hindering disaster response.
      • Example: During Cyclone Fani (2019), Odisha experienced massive power outages, causing mobile networks to shut down, and delaying rescue operations.
    • Limits Functionality of Backup Systems: Most telecom towers rely on battery or diesel generators, but these backups last only a few hours. If the fuel supply is disrupted, networks remain down for extended periods.
      • Example: In the Assam floods (2022), fuel shortages prevented telecom towers from running generators, prolonging communication blackouts.
    • Affects Undersea & Land-based Network Infrastructure: Power failures at undersea cable landing stations and data centres can cause large-scale internet outages, affecting national and global connectivity.
      • Example: A power failure at a Chennai cable landing station in 2021 disrupted international internet traffic.

    Way forward: 

    • Strengthening Resilient Power Solutions: Deploy renewable energy sources like solar-powered telecom towers and battery storage systems to ensure uninterrupted network operations during disasters.
    • Enhancing Risk-Informed Governance: Integrate disaster resilience planning into telecom policies, mandate robust backup power solutions, and establish coordinated emergency response frameworks for rapid service restoration.

    Mains PYQ:

    Q Critically examine the Supreme Court’s judgement on ‘National Judicial Appointments Commission Act, 2014’ with reference to the appointment of judges of higher judiciary in India.(UPSC IAS/2017)

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  • Climate Change Impact on India and World – International Reports, Key Observations, etc.

    Why global sea ice cover has dipped to record low — what this means

    Explained | Enviro & Biodiversity | Mains Paper 3: Conservation, Environmental Pollution & Degradation, Eia

    Note4Students

    From UPSC perspective, the following things are important:

    Mains level: Impact of climate change;

    Why in the News?

    Between February 8 and 13, the total area of sea ice in the Arctic and Antarctic shrank to 15.76 million sq km, breaking the previous record low of 15.93 million sq km from early 2023, according to a BBC analysis of data from the US National Snow and Ice Data Center (NSIDC).

    What are the reasons for the record low?

    • Warm Air and Ocean Temperatures: Elevated air and sea temperatures have significantly contributed to the melting of both Arctic and Antarctic sea ice. Warmer conditions, particularly towards the end of summer, have led to increased melting rates, especially in the Antarctic region.
    • Wind Patterns: Changes in atmospheric dynamics, including stronger westerly winds associated with the Southern Annular Mode (SAM), have disrupted sea ice formation and stability. In the Antarctic, these winds can break apart ice more easily due to its thinner and more mobile nature compared to the thicker Arctic ice.
    • Delayed Freezing: In the Arctic, a delayed freezing process around regions like Hudson Bay has occurred due to unusually warm ocean temperatures, preventing the formation of new ice during winter.
    • Increased Freshwater Input: The melting of glaciers and ice shelves adds freshwater to the oceans, which can alter ocean stratification and impact sea ice formation. While freshwater can initially encourage sea ice growth in some contexts, it also leads to changes that may ultimately reduce overall sea ice extent.
    • Feedback Mechanisms: The loss of sea ice creates feedback loops that further exacerbate warming. As less ice remains to reflect sunlight, more solar radiation is absorbed by the ocean, leading to increased temperatures and further melting of ice.

    What does “dip” mean?

    • In the context of the recent report on sea ice, the term “dip” refers to a significant decrease or reduction in the extent of sea ice coverage. Specifically, it denotes the record low measurement of combined Arctic and Antarctic sea ice, which fell to 15.76 million square kilometres, marking a decline from previous levels.
    • This “dip” highlights the alarming trend of diminishing sea ice, which is crucial for regulating global temperatures and maintaining ecological balance in polar regions.

    What could be its impact?

    • Accelerated Global Warming: Less sea ice means more ocean water is exposed to sunlight, absorbing heat instead of reflecting it. Example: The Arctic is warming nearly four times faster than the global average, leading to extreme weather patterns worldwide.
    • Disruptions in Ocean Currents: Melting sea ice releases freshwater into the ocean, reducing salinity and slowing down deep-water circulation. Example: The Atlantic Meridional Overturning Circulation (AMOC), which influences global climate patterns, is weakening due to increased freshwater from melting Arctic ice.
    • Threat to Marine Ecosystems: Sea ice loss affects marine species dependent on stable ice conditions for survival. Example: Polar bears rely on sea ice for hunting seals. As ice declines, they face starvation and habitat loss. Similarly, krill populations in Antarctica, a key food source for whales and penguins, are declining due to changing ice conditions.
    • More Extreme Weather Events: Changes in polar ice influence atmospheric circulation, leading to unpredictable weather. Example: The weakening of the polar vortex due to Arctic warming has been linked to severe cold waves in North America and Europe, such as the Texas winter storm in 2021.
    • Coastal and Infrastructure Damage: Rising temperatures due to ice melt contribute to permafrost thawing, which destabilizes infrastructure in polar regions. Example: In Siberia, Russia, thawing permafrost has caused buildings and roads to collapse, posing a major economic and environmental challenge.

    What measures have been taken at the international level?

    • International Year of Glaciers’ Preservation (2025): The World Meteorological Organization (WMO) and UNESCO have declared 2025 as the International Year of Glaciers’ Preservation. This initiative aims to raise awareness about the importance of glaciers and ice sheets, which store a significant portion of the world’s freshwater, and to promote actions to mitigate their melting.
    • Global Cryosphere Watch: The WMO’s Global Cryosphere Watch network, which includes scientists from the Intergovernmental Panel on Climate Change (IPCC), has been actively monitoring and reporting on cryosphere changes. Their findings highlight alarming trends in ice loss and emphasize the need for immediate action to address these issues.
    • Collaborative Research Initiatives: Various international scientific collaborations are underway to study and model the impacts of climate change on sea ice. These efforts involve researchers from multiple countries working together to gather data, analyze trends, and develop strategies for adaptation and mitigation.
    • Climate Action Frameworks: Global climate agreements, such as the Paris Agreement, encourage countries to commit to reducing greenhouse gas emissions, which are a primary driver of climate change affecting sea ice.
    • Public Awareness Campaigns: International organizations are engaging in campaigns to educate the public about the significance of sea ice and glaciers in regulating global climate systems.

    Way forward: 

    • Strengthening Climate Mitigation Efforts: Nations must enhance commitments under the Paris Agreement by accelerating renewable energy adoption, reducing greenhouse gas emissions, and implementing carbon pricing mechanisms to curb global warming.
    • Enhancing Polar and Oceanic Monitoring: Strengthen international collaboration for real-time satellite monitoring, expand scientific research on polar ice dynamics, and develop adaptive strategies to protect vulnerable ecosystems and coastal communities.

    Mains PYQ:

    Q How do the melting of the Arctic ice and glaciers of the Antarctic differently affect the weather patterns and human activities on the Earth? Explain. (UPSC IAS/2021)

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  • Primary and Secondary Education – RTE, Education Policy, SEQI, RMSA, Committee Reports, etc.

    The deeper meaning of declining school enrolment

    Explained | Indian Society | Mains Paper 1: Social Empowerment

    Note4Students

    From UPSC perspective, the following things are important:

    Mains level: Challenges in the education sector; Demographic dividend;

    Why in the News?

    Recently, the Ministry of Education released the Unified District Information System for Education Plus (U-DISE+) data for the years 2022-23 and 2023-24.

    Could India’s demographic dividend end before it becomes rich and ageing?

    • Declining School Enrolment Signals a Shrinking Youth Population: U-DISE+ data (2022-24) shows a 15.5 million drop (6%) in school enrolment since 2018-19, reflecting a demographic shift. This means that fewer young people will enter the workforce in the future.
      • Over the past decade, school enrolment in India has dropped by 24.51 million (9.45%), with elementary-level enrolment seeing the sharpest decline of 18.7 million (13.45%). While secondary enrolment fell by 1.43 million (3.75%), senior secondary enrolment increased by 3.63 million (15.46%).
    • Shift in Schooling Patterns: Government and aided school enrolments have declined significantly, while private schools saw only a slight rise. The number of schools has also reduced by 79,109 (5.1%) since 2017-18, reflecting a long-term demographic transition rather than a temporary trend.
    • Falling Fertility Rate Below Replacement Level: India’s Total Fertility Rate (TFR) dropped to 2.01 in 2022, below the replacement level of 2.1. A declining birth rate leads to an ageing population without sufficient workforce replenishment.
    • Aging Population Before Achieving High-Income Status: Japan and China leveraged their demographic dividend before ageing, but India may age before industrializing fully. It leads to a higher dependency ratio and increased pension and healthcare burdens.
    • Labor Market and Economic Growth Concerns: China’s workforce peaked in 2011, leading to labour shortages and slower growth. India might face a similar scenario. It led to reduced economic productivity and difficulty sustaining high GDP growth.
    • Decline in Number of Schools and Future Workforce Readiness: The number of schools in India declined by 79,109 (5.1%) from 2017-18 to 2023-24, indicating fewer children. Fewer skilled workers, potentially impacting India’s aspirations to become a global manufacturing and service hub.
    • Demographic Shift: The school-age population (6-17 years) has decreased by 17.30 million (5.78%) due to lower fertility rates (2.01 in 2022, below the replacement level of 2.10), leading to fewer children in elementary and secondary education.

    What challenges are associated with enrollment?

    • Economic Strain Due to a Shrinking Workforce: A declining working-age population may slow economic growth, limiting India’s ability to generate sufficient income to support an aging society. Example: India’s fertility rate dropped to 2.01 in 2022, below the replacement level of 2.1, indicating a future decline in the labor force.
    • Educational System Under Pressure: Falling elementary-level enrollment has reduced demand for schools and teachers, potentially affecting education quality. Meanwhile, senior secondary enrollment increased by 3.63 million (15.46%) over the past decade, putting strain on higher education infrastructure. Example: Elementary school enrollment fell by 18.7 million (13.45%) in the last decade, signaling a demographic shift impacting resource allocation.
    • Growing Educational and Economic Inequality: Government and aided schools, which serve marginalized communities, saw a sharp enrollment decline of 19.89 million (13.8%) and 4.95 million (16.41%), respectively, while private schools saw a slight increase, widening the education gap. Example: Enrollment in private unaided schools rose by 1.61 million (2.03%), indicating a shift toward private education that is less accessible to low-income groups.

    How might this impact society?

    • Shrinking Workforce & Economic Slowdown: Fewer young people entering the job market may lead to labor shortages, reducing economic productivity. Example: Japan and South Korea struggle with aging populations, leading to workforce gaps and slower growth.
    • Increased Social Inequality: Government school enrollment decline disproportionately affects marginalized communities, widening the education gap. Example: In rural India, fewer children in government schools may limit upward mobility and economic opportunities.
    • Strain on Higher Education & Skill Shortages: A decline in secondary-level enrollment can result in fewer skilled workers, affecting industries reliant on educated labor. Example: IT and manufacturing sectors may face talent shortages, impacting India’s competitiveness in global markets.
    • Higher Dependency Ratio & Welfare Burden: With an aging population and fewer workers, the burden on healthcare and pension systems will rise. Example: Countries like Italy and Germany face financial stress due to increased elderly care costs.
    • Changing Consumer & Housing Markets: Lower youth populations may reduce demand for housing, schooling, and consumer goods, shifting economic dynamics. Example: Fewer school-age children may lead to school closures, teacher unemployment, and real estate downturns in urban centers.

    What are the steps taken by the Indian Government? 

    • National Education Policy (NEP) 2020: Aims to transform the education system by ensuring universal access, equity, and quality learning from early childhood to higher education.
      • Targets a 100% Gross Enrolment Ratio (GER) in school education by 2030 and emphasizes vocational training to meet future workforce demands.
    • Samagra Shiksha Abhiyan: A centrally sponsored initiative that integrates existing education programs to provide inclusive and equitable education from pre-school to senior secondary levels.
      • Focuses on reducing gender and social disparities, enhancing infrastructure, and promoting digital learning.
    • Skill India Mission: Aim to train over 400 million people in industry-relevant skills to support economic growth.
      • Includes Pradhan Mantri Kaushal Vikas Yojana (PMKVY) for skill training and certification to boost employability.

    Way forward: 

    • Enhancing Educational Access & Quality: Need to strengthen government school infrastructure, improve teacher training, and expand digital learning to bridge educational disparities and ensure skill readiness.
    • Strategic Workforce & Economic Planning: Align skill development programs with future industry needs, promote labor-intensive sectors, and implement policies to balance workforce participation and aging demographics.

    Mains PYQ:

    Q National Education Policy 2020 isin conformity with the Sustainable Development Goal-4 (2030). It intends to restructure and reorient education system in India. Critically examine the statement.(UPSC IAS/2020)

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  • Electoral Reforms In India

    SC to hear petitions against law on CEC appointment today

    Explained | Polity | Mains Paper 2: Indian Constitution – historical underpinnings, evolution, features, amendments, significant provisions and basic structure

    Note4Students

    From UPSC perspective, the following things are important:

    Mains level: Chief election commission;

    Why in the News?

    Recently, the Supreme Court agreed to give priority to a hearing on February 19 regarding petitions challenging a new law that gives the central government more control over appointing the Chief Election Commissioner (CEC) and Election Commissioners (ECs).

    What are the issues related to CEC?

    • Challenge to the 2023 Law: The Supreme Court is hearing petitions challenging the validity of the Chief Election Commissioner and Other Election Commissioners Act, 2023. This law is under scrutiny because it excludes the Chief Justice of India (CJI) from the selection panel for Election Commissioners.
      • Petitioners argue that the government excluded the CJI from the selection process, making it a “mockery of democracy”. They allege that the appointments of the CEC and EC under the 2023 law disregard a Constitution Bench ruling that mandated the inclusion of the CJI in the selection panel.
    • Opposition Dissent: Congress submitted a dissent note, stating that the process of choosing the Election Commissioner and CEC should be free from executive interference and that removing the CJI exacerbates concerns about the integrity of the electoral process.
    • Concerns About Neutrality: The current selection committee composition, consisting of the Prime Minister, a Union Cabinet Minister, and the Leader of the Opposition, is viewed by some as being biased towards the ruling party, which could impinge on the Election Commission’s neutrality.

    What is the process for the appointment of CEC? 

    • Article 324 of the Constitution – Empowers the Election Commission of India (ECI) to supervise, direct, and control elections to Parliament, state legislatures, and the offices of the President and Vice-President.
    • Tenure & Conditions (Article 324(5)) – The CEC enjoys a fixed tenure and can only be removed in the manner prescribed for a Supreme Court judge (i.e., through impeachment). However, Election Commissioners can be removed based on the CEC’s recommendation.
    • Supreme Court Judgments:
      • S.S. Dhanoa v. Union of India (1991) – Reaffirmed the security of tenure for Election Commissioners.
      • T.N. Seshan v. Union of India (1995) – Strengthened the autonomy of the Election Commission.
      • Anoop Baranwal Case (2023) – Laid down a structured appointment process to ensure neutrality, later altered by the 2023 Act.
    • Prior to 2023 Law: The Supreme Court had directed that the CECs and Election Commissioners be appointed by the President based on the advice of a Selection Committee comprising the Prime Minister, the Leader of the Opposition in the Lok Sabha/leader of the single largest party in Opposition, and the Chief Justice of India.
    • The Chief Election Commissioner and Other Election Commissioners (Appointment, Conditions of Service, and Term of Office) Act, 2023 – Codified the appointment process but replaced the CJI with a Cabinet Minister in the selection process. According to this act, Election Commissioners are selected by a committee consisting of the Prime Minister, a Union Cabinet Minister, and the Leader of the Opposition or the leader of the largest opposition party in the Lok Sabha.
      • Recent Appointment: Gyanesh Kumar was recently appointed as the new CEC, and Dr. Vivek Joshi as an Election Commissioner.

    What are the legal and constitutional basis of CEC? 

    • Section 7(1) of the Act: The petitions specifically challenge the validity of Section 7(1) of the Chief Election Commissioner and Other Election Commissioners Act. This section outlines the selection committee for appointing the CEC and Election Commissioners, which includes the Prime Minister, the Leader of the Opposition, and a Union Cabinet Minister nominated by the Prime Minister.
      • The petitions before the Supreme Court question whether Parliament has the authority to nullify or amend a Constitution Bench judgment through legislation
    • Article 141 of the Constitution: The Supreme Court will consider whether the 2023 Act circumvents or dilutes the apex court’s authority to pronounce binding decisions under Article 141 of the Constitution.
    • Dilution of Supreme Court Judgment: Petitioners argue that the 2023 law dilutes the Supreme Court’s judgment in the Anoop Baranwal case, which aimed to ensure an independent Election Commission free from executive influence.

    Way forward: 

    • Restore Judicial Oversight: Reinstate the Chief Justice of India in the selection panel to uphold judicial independence and maintain the neutrality of the Election Commission.
    • Legislative Safeguards: Enact a comprehensive law ensuring a transparent and bipartisan appointment process, reducing executive dominance and reinforcing democratic principles.

    Mains PYQ:

    Q Discuss the role of the Election Commission of India in the light of the evolution of the Model Code of Conduct. (UPSC IAS/2022)

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  • Air Pollution

    Parliamentary Panel recommends Paddy Residue MSP to curb Stubble Burning

    Explained | Enviro & Biodiversity | Mains Paper 3: Conservation, Environmental Pollution & Degradation, Eia

    Note4Students

    From UPSC perspective, the following things are important:

    Mains level: Pollution related issues; MSP;

    Why in the News?

    Recently, a parliamentary committee, led by Rajya Sabha MP Milind Deora, has suggested setting a minimum support price (MSP) for paddy residue. This aims to discourage farmers from burning stubble, which is a major cause of air pollution in Delhi.

    What were the observations made by the Parliamentary standing committee?

    • Stubble Burning as a Key Cause of Air Pollution: The committee acknowledged that stubble burning in Punjab and Haryana significantly contributes to Delhi’s air pollution during winter.
    • Farmers’ Constraints: Farmers burn stubble due to a short window (25 days) between paddy harvesting and wheat sowing.
    • State-wise Disparities: Punjab generates 16.1 million tonnes of non-basmati paddy straw annually, while Haryana generates only 4.04 million tonnes. Punjab also reported 10,990 stubble-burning incidents in 2023-24, compared to Haryana’s 1,406.
    • Existing Government Schemes: The Central government provides subsidies for crop residue management machinery, but high fuel costs make their usage unfeasible for many farmers.
    • Incentive Gap: Haryana provides higher financial support (₹7,000/acre for crop diversification, ₹4,000 for direct seeding of rice), whereas Punjab offers only ₹1,500 for direct seeding.
    • Technological Gaps: Even after mechanized harvesting, 10-15 cm of stubble remains in fields, which cannot be manually cleared due to labour shortages.

    What recommendations were given by the Panel?

    • Minimum Price for Paddy Residue: Establish a mechanism to determine a minimum price for paddy residue, similar to the Minimum Support Price (MSP) for crops, in consultation with the Commission for Air Quality Management (CAQM). The benchmark price should be announced before the Kharif season to reflect residue collection costs.
    • Promote Short-Duration Paddy Varieties: Urge state governments to promote short-duration paddy varieties instead of long-duration ones like PUSA 44.
    • Unified National Policy: Implement a unified national policy to integrate agricultural residue into bioenergy generation, ensuring inter-ministerial coordination.
    • Real-time Forecasting: Establish real-time mapping of crop acreage and forecasting of crop maturity and weather patterns to estimate land under cultivation and assess district-wise crop yields for better planning.
    • Storage Facilities: Set up interim storage facilities in districts where industries or end-users are not available within a 20–50 km range to facilitate efficient crop residue collection and transport.
    • Incentives and Subsidies: Provide incentives for the transportation of stubble to discourage in-field burning and subsidize machinery for in-situ paddy straw management. Farmers should get a 50 percent subsidy for machinery and 80 percent for establishing centers for renting out machines for managing paddy straw.
    • Technological Advancements: Develop technology that combines the work of harvesters and cutters to completely clear stubble from fields and promote early-maturing crop varieties.

    What is Delhi govt’s 20-point Winter Action Plan?

    • Real-Time Monitoring and Special Task Force: The plan includes the use of drones for real-time monitoring of pollution hotspots, marking a shift from manual inventory methods. Additionally, a special task force will be formed to oversee pollution control efforts and ensure compliance with regulations across various sectors.
    • Control Measures for Pollution Sources: The action plan emphasizes controlling dust pollution through increased water sprinkling, deployment of anti-smog guns, and strict regulations on construction sites. It also addresses vehicular emissions by promoting work-from-home policies and considering the implementation of an odd-even vehicle rationing scheme during high pollution days.
    • Public Participation and Emergency Measures: The plan encourages public involvement through campaigns and initiatives aimed at reducing pollution, such as banning firecrackers and promoting eco-friendly practices.
      • Emergency measures like artificial rain are also proposed to mitigate severe pollution events expected around Diwali and during stubble burning seasons.

    Way forward: 

    • Sustainable Agricultural Practices & Farmer Incentives: Strengthen financial incentives for crop residue management, promote widespread adoption of short-duration paddy varieties, and enhance technological solutions for complete stubble removal to reduce reliance on burning.
    • Integrated Pollution Control & Public Awareness: Implement a coordinated air quality management framework involving real-time monitoring, stricter enforcement of emission norms, and large-scale public participation campaigns to promote eco-friendly practices and behavioural change.

    Mains PYQ:

    Q Mumbai, Delhi and Kolkata are the three Mega cities of the country but the air pollution is much more serious probelm in Delhi as compared to the other two. Why is this so? (UPSC IAS/2015)

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  • Cyber Security – CERTs, Policy, etc

    How did a DDoS attack cripple Kaveri 2.0?

    Explained | Security Issues | Mains Paper 3: Cyber Security

    Note4Students

    From UPSC perspective, the following things are important:

    Mains level: Cyber attacks;

    Why in the News?

    In January, the Kaveri 2.0 web portal, which helps with property registrations in Karnataka, experienced frequent server crashes. This caused a major disruption, bringing property registration and related citizen services to a near halt in the state.

    What is a DDoS attack?

    • A DDoS (Distributed Denial of Service) attack is when a website or online service is flooded with too much traffic all at once, making it crash or slow down so that real users can’t access it.
    • Instead of coming from one source, the attack comes from many different computers or devices that have been taken over by attackers. These devices work together to send massive amounts of fake traffic to the target, overwhelming it and causing it to stop working.

    What are other major DDoS attacks?

    • Dyn DDoS Attack (2016): The Dyn DDoS attack disrupted major websites including Twitter, Netflix, and Reddit. The attack used a botnet of IoT devices, such as cameras and routers, to flood Dyn’s servers with traffic, causing widespread outages.
    • GitHub DDoS Attack (2018): In 2018, GitHub was hit by one of the largest DDoS attacks in history, with traffic peaking at 1.35 terabits per second. The attack exploited memcached servers to amplify the traffic, overwhelming GitHub’s servers before mitigation efforts kicked in.
    • AWS DDoS Attack (2020): Amazon Web Services (AWS) faced a 2.3 Tbps DDoS attack in 2020, which was one of the largest publicly reported DDoS attacks. AWS mitigated the attack using its cloud infrastructure and security services like AWS Shield.
    • Cloudflare DDoS Attack (2021): In 2021, Cloudflare thwarted a 26 million request-per-second DDoS attack, one of the largest HTTPS DDoS attacks at the time. It was mitigated using Cloudflare’s advanced rate-limiting and traffic filtering technologies.
    • Microsoft Azure DDoS Attack (2023): Microsoft Azure faced one of the largest DDoS attacks ever recorded, peaking at 3.47 terabits per second. The attack, attributed to a botnet leveraging vulnerable devices, aimed to disrupt services for enterprise clients.

    What are the steps taken by the Indian Government? 

    • Cybersecurity Regulations and Policies: In 2025, new cybersecurity regulations were introduced to enhance the existing framework, including mandatory data localization and strengthened data protection laws. The National Cyber Security Policy, established in 2013, continues to guide these efforts by providing strategies for securing cyberspace and protecting critical information infrastructure.
    • Increased Budget Allocations: The Union Budget for 2025 allocated over ₹1,600 crore for cybersecurity initiatives, reflecting the government’s recognition of its importance for national security and economic stability. This includes significant funding for CERT-In and capital projects aimed at bolstering cybersecurity infrastructure across various sectors.
    • Formation of Cybersecurity Agencies: The establishment of agencies such as CERT-In (Computer Emergency Response Team) and NCIIPC (National Critical Information Infrastructure Protection Centre) has been crucial.
      • These agencies are responsible for monitoring cyber threats, coordinating responses, and enhancing the security of critical sectors like banking, telecommunications, and energy.
    • Skill Development Initiatives: To address the shortage of cybersecurity professionals, the government has launched skill development programs aimed at training a workforce of over 500,000 IT experts. This initiative is part of a broader strategy to create a resilient cyber ecosystem capable of responding to evolving threats.

    How can such attacks be mitigated? (Way forward)

    • Traffic Filtering & AI-Based Detection: Uses firewalls, intrusion detection systems (IDS), and AI-based threat analysis to filter out malicious traffic before it reaches the target server.
      • Example: Google Cloud Armor helped mitigate a 46 million request-per-second (RPS) DDoS attack in 2022 by detecting abnormal traffic patterns and blocking it in real-time.
    • Rate Limiting & Load Balancing: Restricts the number of requests a user can make in a given timeframe and distributes traffic across multiple servers to prevent overload.
      • Example: Cloudflare’s Rate Limiting and Load Balancer mitigated an HTTP flood attack on a European banking institution, ensuring legitimate users were not affected.
    • Bot Detection & CAPTCHAs: Uses CAPTCHA tests, behavioural analytics, and browser fingerprinting to block automated bot traffic.
      • Example: GitHub (2015 DDoS Attack by China-based botnet) introduced CAPTCHA-based protection to prevent automated malicious requests targeting anti-censorship tools.
    • CDN & Cloud-Based DDoS Protection: Content Delivery Networks (CDNs) and cloud-based security providers absorb attack traffic before it reaches the main infrastructure.
      • Example: Amazon AWS Shield protected against a 2.3 Tbps DDoS attack (2020) by leveraging global CDN distribution and real-time attack mitigation.
    • Incident Response Plan & Collaboration with Cybersecurity Agencies: Organizations monitor threats, conduct regular security audits, and coordinate with government agencies for rapid response.
      • Example: Kaveri 2.0 Attack (2024, Karnataka, India) led to a cybercrime investigation and strengthened security protocols after the portal faced 6.2 lakh malicious requests in two hours.

    Mains PYQ:

    Q Discuss the potential threats of Cyber attack and the security framework to prevent it.(UPSC IAS/2017)

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