AI Is Now Both Attacker and Defender — SOCs Must Integrate AI-Driven Detection, But Also Secure AI Assets Themselves

Reading Time: 4 minutesArtificial Intelligence has crossed a threshold in cybersecurity. It’s no longer just a defensive accelerator — it’s now a fully weaponized capability in the hands of adversaries.

Implementation Plan – NIST AI RMF

Reading Time: 6 minutesStatus: Final Blueprint Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: March 17, 2025 Location: Dhaka, Bangladesh Version: 1.0 Executive Summary The “Implementation Plan – NIST AI RMF” provides a comprehensive roadmap for large enterprises Read More …

A Guide to Tensor Processing Units

Reading Time: 4 minutesThe Tensor Processing Unit (TPU) is a custom-built Application-Specific Integrated Circuit (ASIC) developed by Google to accelerate AI and machine learning workloads. Its creation was driven by the unsustainable computational and energy demands of running deep neural networks on general-purpose hardware like CPUs and GPUs.

AI-specific Incident Response Plan (IRP)

Reading Time: 3 minutesStatus: Summary of Final Blueprint Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Date: August 23, 2023 Version: 1.0 1. Introduction & Executive Summary This document provides a condensed overview of the comprehensive AI-specific Incident Response Plan Read More …

AISPM – Artificial Intelligence Security Posture Management

Reading Time: 3 minutesStatus: Final BlueprintAuthor: Shahab Al Yamin ChawdhuryOrganization: Principal Architect & Consultant GroupResearch Date: April 9, 2024Location: Dhaka, BangladeshVersion: 1.0 The New Imperative: Securing the AI-Driven Enterprise The integration of Artificial Intelligence (AI) is a present-day reality, creating a new, dynamic, Read More …

DSPM – Data Security Posture Management

Reading Time: 4 minutesStatus: Final Blueprint (Summary) Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: 24 May 2024 Location: Dhaka, Bangladesh Version: 1.0 Executive Summary Data Security Posture Management (DSPM) has emerged as a critical strategic response to Read More …

Zero Trust Access Controls in LLM Environments

Reading Time: 4 minutesStatus: Final Blueprint Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: 2 August 2025 Location: Dhaka, Bangladesh Version: 1.0 1. Executive Summary: The New Security Imperative for AI The rapid enterprise adoption of Large Language Read More …

Detecting LLM Vulnerabilities and Defending Against Web LLM Attacks

Reading Time: 4 minutesLarge Language Models (LLMs) have created a new, dynamic, and often misunderstood attack surface for enterprises. The rapid pace of Generative AI adoption has outpaced the development of corresponding security frameworks, leading to a critical vulnerability gap.

Application Modernization – Understanding Business Requirements, Rules & Their Roles

Reading Time: 4 minutesStatus: Final Blueprint Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: July 26, 2024 Version: 1.0 1. The Strategic Imperative for Modernization Application modernization is a critical business initiative to update legacy software, aligning it Read More …

Auditor Became CISSP – Never Performed in Projects & in IS Development, Would You Hire Him for Your Infrastructure Platform Management? Can or Should that Knowledge Gap be Admissible?

Reading Time: 6 minutesStatus: Final Blueprint (Summary) Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: June 1, 2024 Location: Dhaka, Bangladesh Version: 1.0 1. The Core Dilemma: Assessor vs. Builder Mindset We are observing worldwide adoption on CISSP Read More …

Top 10 MCP Vulnerabilities – The Hidden Risks of AI Integrations

Reading Time: 4 minutesThe integration of agentic AI systems via the Model Context Protocol (MCP) introduces a potent new attack surface, amplifying traditional cybersecurity risks and exposing firms to multi-million dollar data breaches.

Summary: How GenAI Transforms Predictive Maintenance Beyond Basic Alerts

Reading Time: 3 minutesStatus: Summary of Final Blueprint Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: October 9, 2024 Version: 1.0 1. The Challenge: The Predictive Maintenance Paradox For years, traditional predictive maintenance (PdM) based on machine learning Read More …