SEBI’s AI-Driven Cybersecurity Advisory: What Regulated Entities Need to Understand and Implement

Introduction

The increasing sophistication of cyber threats, particularly those powered by Artificial Intelligence (AI), has significantly altered the cybersecurity landscape for financial institutions and market intermediaries. Recognizing the evolving nature of these threats, the Securities and Exchange Board of India (SEBI) has issued an important advisory for Market Infrastructure Institutions (MIIs) and other Regulated Entities (REs).

The circular focuses on strengthening cyber resilience against AI-enabled attacks, enhancing monitoring mechanisms, improving incident response capabilities, and encouraging proactive adoption of AI-driven security frameworks.

This update is not merely a technical compliance requirement. It signals SEBI’s broader regulatory expectation that financial entities must shift from reactive cybersecurity practices to intelligent, continuous, and risk-based cyber defense models.

Why This Advisory Matters

Traditional cybersecurity models are increasingly becoming insufficient against modern cyber threats.

Attackers are now using AI to:

• Automate phishing and social engineering attacks
• Detect system vulnerabilities faster
• Bypass traditional security controls
• Launch adaptive malware and ransomware attacks
• Exploit human and system weaknesses at scale

Given the sensitivity of financial systems and capital markets, even a minor cybersecurity breach can lead to:

• Financial losses
• Data theft
• Market disruption
• Regulatory penalties
• Reputational damage
• Operational instability

SEBI’s advisory therefore aims to ensure that regulated entities strengthen preparedness before such threats materialize.

Key Highlights of the SEBI Advisory

1. Strengthening Security Operations Centre (SOC) Monitoring

SEBI has emphasized the need for rigorous and continuous monitoring of systems and networks.

What Has Been Directed?

Regulated entities are required to:

• Conduct regular day-to-day monitoring of systems and networks
• Properly examine all SOC alerts, including low-priority alerts
• Strengthen detection capabilities for unusual activities

Why This Is Important

In many organizations, low-priority alerts are often ignored due to alert fatigue or resource constraints. However, AI-driven attacks are capable of gradually escalating from seemingly harmless activities into major breaches.

A low-severity anomaly today may become a large-scale compromise tomorrow if not investigated timely.

Practical Impact

Organizations may need to:

• Increase SOC staffing and monitoring capabilities
• Improve alert triaging frameworks
• Enhance log analysis and event correlation
• Implement stronger escalation mechanisms
• Reduce dependency on manual monitoring

2. Adoption of SOAR with SIEM Integration

SEBI has advised entities to implement enhanced Security Orchestration, Automation, and Response (SOAR) playbooks integrated with Security Information and Event Management (SIEM) solutions.

Understanding the Requirement

SIEM (Security Information and Event Management)

SIEM platforms collect and analyse security logs from multiple systems to identify suspicious activities.

SOAR (Security Orchestration, Automation and Response)

SOAR solutions automate security workflows and incident response processes.

When integrated together, organizations can:

• Detect threats faster
• Automate repetitive security actions
• Reduce response time
• Improve consistency in handling incidents

Why SEBI Is Encouraging This

AI-driven cyberattacks can operate at machine speed. Manual responses may no longer be sufficient.

Automation helps organizations:

• Contain threats rapidly
• Reduce operational delays
• Minimize human errors
• Strengthen cyber resilience

Practical Implications

Entities may now need to:

• Upgrade existing cybersecurity infrastructure
• Develop automated response playbooks
• Conduct testing before deployment
• Train security teams on automated workflows
• Allocate budget toward cybersecurity transformation

3. Expedited Onboarding to Market SOC (M-SOC)

SEBI has strongly advised eligible regulated entities to expedite onboarding with the centralized Market Security Operations Centre (M-SOC) established by NSE and BSE.

What is M-SOC?

M-SOC is a centralized cybersecurity monitoring platform designed to provide:

• 24x7 real-time monitoring
• Threat detection
• Centralized cybersecurity intelligence
• Coordinated security response support

Why This Is Significant

AI-based cyber threats are becoming increasingly sophisticated and coordinated.

A centralized monitoring framework helps:

• Improve visibility across financial ecosystems
• Enable faster detection of industry-wide threats
• Strengthen collaborative defence mechanisms
• Enhance regulatory oversight

Impact on Regulated Entities

Entities that are not yet onboarded may face increased regulatory expectations and pressure to strengthen cybersecurity integration.

MIIs are additionally required to conduct:

• Awareness programs
• Workshops
• Handholding sessions

This indicates SEBI’s intent to ensure smooth adoption rather than mere formal compliance.

4. Enhanced Cyber Risk Assessment Framework

SEBI has reiterated the importance of periodic cybersecurity risk assessments.

What Is Expected?

Risk assessments must now include:

• Internal cybersecurity risks
• External cybersecurity threats
• Risks arising from Third Party Service Providers
• Scenario-based cybersecurity testing
• AI-related threat scenarios

Why This Is Important

Third-party vendors often become the weakest link in cybersecurity frameworks.

Additionally, AI-enabled threats may behave differently from traditional cyberattacks, making conventional testing methods insufficient.

Scenario-based testing enables organizations to assess:

• Incident response preparedness
• Business continuity capabilities
• Detection efficiency
• Vulnerability exposure
• Recovery readiness

Practical Challenges for Organizations

Entities may need to:

• Re-evaluate vendor risk management policies
• Conduct advanced cyber simulations
• Enhance cyber governance frameworks
• Strengthen board and IT committee involvement
• Increase cybersecurity documentation and reporting

5. System Hardening and Zero Trust Security

SEBI has directed regulated entities to strengthen system hardening measures.

Key Measures Recommended

Organizations should:

• Adopt secure configurations
• Disable unnecessary services
• Remove default accounts
• Implement least privilege access
• Strengthen Zero Trust Network Access (ZTNA)

Understanding Zero Trust Approach

Traditional cybersecurity models often assume internal systems are trustworthy.

Zero Trust operates on the principle of:

“Never Trust, Always Verify.”

Every user, device, and system interaction must be continuously authenticated and validated.

Why This Matters

AI-driven attacks can exploit even small security gaps.

Reducing the attack surface minimizes opportunities for attackers to:

• Gain unauthorized access
• Escalate privileges
• Move laterally across systems

Practical Implications

Organizations may need to:

• Review user access rights
• Redesign network architecture
• Strengthen identity and access management
• Conduct privilege reviews regularly
• Implement multi-factor authentication mechanisms

6. Asset Inventory and Software Bill of Materials (SBOM)

SEBI has advised periodic updation of:

• Asset Inventory
• Software Bill of Materials (SBOM)

for all critical applications, including open-source technology stacks.

Why This Is Important

Organizations cannot secure assets that are not properly identified.

A detailed asset inventory helps entities:

• Track critical systems
• Identify outdated software
• Monitor vulnerabilities
• Improve patch management
• Respond faster during incidents

Importance of SBOM

Software Bill of Materials (SBOM) provides visibility into software components, libraries, and dependencies.

This becomes critical because many modern cyberattacks exploit vulnerabilities hidden within third-party or open-source components.

Practical Impact

Entities may now require:

• Centralized asset management systems
• Continuous inventory monitoring
• Open-source vulnerability tracking
• Better software governance frameworks

7. AI-Based Vulnerability Detection and Long-Term AI Strategy

One of the most forward-looking aspects of the advisory is SEBI’s emphasis on AI-enabled cybersecurity transformation.

What Has SEBI Suggested?

Regulated entities should:

• Seek guidance from IT Committees
• Prepare long-term plans for AI usage in detection and mitigation
• Recalibrate risks arising from AI-accelerated threats
• Undertake AI-augmented SOC transformation
• Implement continuous vulnerability management using AI tools

Why This Is a Major Development

This reflects a clear regulatory shift:

SEBI is not only asking entities to defend against AI threats but also encouraging them to use AI as part of their cybersecurity strategy.

This marks a transition toward:

• Intelligent cybersecurity ecosystems
• Predictive threat analysis
• Automated vulnerability management
• Autonomous security response models

Strategic Implications for Organizations

Cybersecurity is no longer merely an IT function.

It is now:

• A governance issue
• A strategic risk management priority
• A business continuity concern
• A regulatory compliance requirement

Organizations that delay cybersecurity modernization may face:

• Higher operational risks
• Increased regulatory scrutiny
• Greater exposure to cyber incidents

Key Takeaways for Professionals

For Compliance Teams

• Cybersecurity compliance expectations are becoming more stringent
• Documentation and governance mechanisms must be strengthened
• Regulatory preparedness should include AI-related cyber risks

For Internal Auditors

• Cybersecurity audits must evolve beyond checklist-based reviews
• AI risk scenarios should be integrated into audit planning
• Vendor cybersecurity assessments will become increasingly important

For IT and Security Teams

• Automation and AI adoption are becoming essential
• Continuous monitoring and faster incident response are now regulatory expectations
• System hardening and Zero Trust frameworks require priority attention

For Senior Management and Boards

• Cybersecurity should be treated as an enterprise-level strategic risk
• Investment in cyber resilience is no longer optional
• Governance involvement in cyber strategy will become increasingly critical

Conclusion

SEBI’s advisory reflects the regulator’s proactive stance toward emerging AI-driven cybersecurity threats.

The circular goes beyond conventional compliance expectations and pushes regulated entities toward:

• Proactive cyber resilience
• AI-assisted security transformation
• Advanced monitoring frameworks
• Continuous risk assessment
• Strategic cybersecurity governance

The message is clear:

Organizations operating within India’s financial ecosystem must modernize cybersecurity capabilities to address the realities of AI-powered threats.

Entities that adopt strong governance, automation, continuous monitoring, and AI-enabled security practices early will be better positioned to manage future cyber risks while maintaining regulatory confidence and operational resilience.