Cyber Resilience in the Age of AI: How India’s NBFCs Can Stay Ahead of Evolving Threats

Ninad Varadkar

Navigating the Cyber Threat Landscape: Safeguarding India’s NBFCs in the Age of AI

India’s Non-Banking Financial Companies (NBFCs) stand at the heart of financial inclusion, driving credit access through digital innovation. Today, NBFCs rival banks in customer outreach, transaction volumes, and the pace of credit innovation. However, their growing operational complexity – spanning legacy system integration, high transaction density, and an expanding web of third-party relationships – has significantly increased their exposure to cyber risks ranging from ransomware attacks to large-scale data theft.

As NBFCs deepen their digital transformation through cloud adoption, API-driven services, and fintech collaborations, their threat surface continues to widen. In 2025, amid the rapid rise of artificial intelligence (AI) across financial operations, the need to strengthen cyber resilience has become more urgent than ever.

The Expanding Threat Surface

NBFCs’ digital-first models and vast repositories of personal and financial data make them prime targets for cyber adversaries. Compared to banks, they may operate with leaner cybersecurity budgets & resources but handle equally sensitive information—an appealing equation for cybercriminals.

Recent incidents across India’s financial sector underscore this vulnerability. There have been several high profile cyber incidents that involved sophisticated ransomware and data breach attempts in which large volumes of customer information were allegedly exfiltrated. Such events highlight how organized threat actors and underground data markets are increasingly targeting NBFCs with precision, persistence, and financial motive.

Key Threat Vectors

  • Ransomware and Data Breaches: Attackers exploit API and cloud vulnerabilities to encrypt data and extort payment, while stolen identity and financial records circulate on the dark web.
  • Phishing and Social Engineering: Fraudulent emails or messages, often disguised as regulatory communications, compromise credentials and trigger cascading breaches.
  • Third-Party and Supply Chain Risks: With numerous fintech and service partners, a single vendor weakness can compromise an entire NBFC ecosystem.
  • Cloud and API Vulnerabilities: Misconfigurations and weak authentication create common entry points for intruders in rapidly evolving cloud environments.
  • Insider Threats: High employee churn and poor access governance heighten risks of accidental or malicious leaks.
  • Regulatory Pressures: Stricter RBI cybersecurity directives have raised the stakes; non-compliance now brings heavy financial and reputational damage.

AI-Driven Risks

The adoption of AI and machine learning has unlocked efficiency and scale—but it also introduces novel vulnerabilities. Poorly governed AI systems can be exploited through:

  • Data Manipulation: Tampered training data that leads to biased or erroneous outputs.
  • Model Exploitation: Theft, reverse-engineering, or adversarial inputs that deceive algorithms.
  • Autonomous Errors: Inadequately supervised “agentic AI” may act on false triggers, execute unauthorized tasks, or expose sensitive data.

AI must therefore be viewed as both an enabler and a potential risk multiplier- demanding robust governance and oversight.

Building Resilience: Strategies for a Secure Future

NBFCs must adopt a layered, proactive cybersecurity strategy that integrates technology, governance, and culture:

  • Strengthen Governance and Risk Frameworks: Elevate cybersecurity to a board-level mandate. Align with RBI norms and recognized international standards, with regular board reporting on cyber posture.
  • Adopt Zero Trust Architecture (ZTA): “Never trust, always verify.” Continuous validation of users, devices, and applications minimizes lateral movement after compromise.
  • Enhance Threat Detection and Response: Implement continuous monitoring and response mechanisms to detect and neutralize threats before they escalate. Regular simulation exercises can help validate defensive readiness.
  • Secure Cloud and Access Controls: Encrypt data at rest and in transit, deploy cloud security monitoring tools, and enforce multi-factor authentication (MFA) across all access points.
  • Govern AI Responsibly: Maintain human oversight for critical AI actions, audit models regularly, and ensure data integrity throughout training and deployment.
  • Regular Testing and Vendor Assurance: Conduct vulnerability assessments, penetration testing, and third-party security audits to close ecosystem-wide gaps.
  • Build Cyber Awareness: Train employees through phishing simulations and awareness drives; make cybersecurity part of everyday culture.
  • Incident Response and Continuity: Maintain a well-tested incident response plan and consider cyber insurance to absorb financial shocks.
  • Leverage Threat Intelligence: Participate in industry information-sharing networks and collaborate with regulatory and national cybersecurity agencies for early warning and coordinated response.

Read more: From Paper to Predictive: The Digital Transformation of Lending in India

Conclusion

The digital revolution has empowered India’s NBFCs to scale with speed and precision – but it has also made them high-value targets in an increasingly complex cyber landscape. As AI reshapes financial operations, the sector must approach cybersecurity not as a compliance checkbox but as a strategic differentiator.

In the years ahead, resilience will define leadership. The NBFCs that balance innovation with vigilance – embedding security into every layer of their digital DNA – will be the ones that earn enduring trust and sustain growth.

Views expressed by: Ninad Varadkar, Group CISO, Edelweiss Financial Services Limited

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