Information Security

MCP-AI-Protocols-KrishnaG-CEO

Model Context Protocol: Safeguarding Trust in Enterprise AI

by

In today’s data-driven enterprise landscape, AI systems are evolving rapidly—transforming decision-making, customer engagement, and operations. However, as machine learning (ML) models grow more complex, the risk of deploying “black-box” systems without proper context increases. The **Model Context Protocol (MCP)** emerges as a robust framework designed to bridge this critical gap.

This blog post explores the concept, implementation, and strategic value of the Model Context Protocol, demonstrating how it can **enhance explainability, reduce regulatory risk, and increase ROI** from AI investments. Whether you are a C-level executive driving transformation or a data scientist building models, understanding MCP is essential for future-proof AI governance.

AWS-Cred-Steal-KrishnaG-CEO

Stealing AWS Credentials with a Redirect: A Cautionary Tale for Cloud Security

by

In the fast-moving world of cloud-native applications, Server-Side Request Forgery (SSRF) remains one of the most devastating vulnerabilities when left unaddressed. Particularly in environments like Amazon Web Services (AWS), an SSRF exploit can open the door to critical infrastructure compromise. Today, we examine a real-world attack scenario where an SSRF, combined with a clever redirection trick, led to the theft of AWS credentials — and how a single security best practice could have stopped it cold.
This blog is tailored for penetration testers seeking sharper skills and C-Suite executives responsible for strategic cyber risk management. We will delve into the attack chain, the business impact, preventative measures, and practical advice for leaders.

Git-Exposed-KrishnaG-CEO

From Exposed .git Repo to Full Database Access: How a Tiny Misstep Triggered a Major Security Risk

by

In the realm of cybersecurity, small misconfigurations often have disproportionately catastrophic consequences. One seemingly minor oversight – an unintentionally exposed .git repository – can serve as the ignition point for a full-blown data breach. In this post, we will walk through a real-world example where an exposed .git repo led to authentication bypass, blind SQL injection, and eventually full database access at a university.
This case study is designed for Penetration Testers and C-Suite Executives alike, offering critical lessons on risk mitigation, business impact, and the ROI of proactive security measures.

RCE-Vulnerabilities-KrishnaG-CEO

How a Tiny Detail Led to Remote Code Execution: A Wake-Up Call for Business and Security Leaders

by

For C-Suite leaders and penetration testers alike, it is essential to understand that attackers do not need a thousand mistakes to breach your network; they need just one. Every application component, every dependency, and every piece of exposed metadata is a potential foothold.
What we uncovered during this assessment is a textbook example of how modern attack chains are built — not through brute force, but through precision and patience.