AI/ML Knowledge Hub

Advanced AI Research & Security Insights

Explore our comprehensive collection of research, white papers, security analysis, infrastructure guides, and quantum computing resources. Filter by topic and category to find exactly what you need.

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Security Guide

Agentic AI: Complete Security Guide

The definitive guide to securing autonomous AI agents. From basic concepts to enterprise security frameworks - everything CISOs need to know about agentic AI threats and defenses.

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Testing Guide

Evaluating AI Runtime Security Tools

Beyond blocking obvious attacks: Learn why precision, context awareness, and configurability matter more than simple threat detection in AI security testing.

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Guide

Graph Neural Networks: Complete Guide

A comprehensive researcher's guide to Graph Neural Networks, from foundations to frontiers in AI security. Learn how GNNs revolutionize connected data analysis.

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Guide

Secure AI/ML Deployment Guide

A comprehensive guide to deploying AI/ML systems securely in production. Learn MLSecOps principles, threat modeling, and governance frameworks for resilient AI security.

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Python Guide

Python for Security Professionals

From core skills to AI-powered defense. A comprehensive guide teaching Python through real-world security work, covering log analysis, incident response, and AI-driven threat detection.

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Security Arsenal

Python Security Arsenal

Tools, automation, and secure code practices. Master Python for offensive/defensive security, malware analysis, OWASP compliance, and building hack-resistant applications.

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Comparative Analysis

Large vs Small Language Models

Comprehensive comparison between LLMs and SLMs, focusing on architectures, strengths, deployment strategies, and strategic considerations for enterprise AI adoption.

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Specialist Report

The Rise of the Specialist: Small Language Models

Comprehensive report on SLM engineering, efficiency techniques, and strategic advantages as specialized AI solutions. From compression methods to deployment strategies.

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Neural Networks

Recurrent Neural Networks Guide

Comprehensive report on RNN architecture, history, and applications. From basic concepts to LSTM/GRU innovations, covering sequential data processing and modern context.

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Foundational Guide

The Perceptron: First Learning Machine

A foundational analysis of the first learning machine. Explore the history, architecture, and mathematical foundations of the Perceptron - the direct ancestor of modern neural networks.

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Guide

AI Security Maturity Blueprint

From startup survival to enterprise excellence - a practical roadmap for scaling AI security capabilities that work in the real world.

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Guide

Multi-Cloud AI Security Strategies

Master the complexities of securing AI systems across multiple cloud providers, edge locations, and hybrid architectures with practical implementation strategies.

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Series • Part 1/4

The Evolution of AI: Overview

Explore the three distinct stages of AI evolution: ANI, AGI, and ASI. Understanding the current landscape, accelerating timelines, and unprecedented opportunities ahead.

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Series • Part 2/4

Artificial Narrow Intelligence (ANI)

Deep dive into current AI systems: their capabilities, applications, limitations, and the business value driving widespread adoption across industries.

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Series • Part 3/4

Artificial General Intelligence (AGI)

Exploring the next milestone in AI: systems with human-level cognitive abilities across diverse tasks, accelerating timelines, and safety challenges ahead.

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Series • Part 4/4

Artificial Super Intelligence (ASI)

Exploring the theoretical peak of AI development: superintelligent systems, existential risks, transformative benefits, and critical safety challenges ahead.

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Guide

InfiniBand vs Ethernet Security

Comprehensive security analysis of InfiniBand and Ethernet fabrics for sovereign AI and regulated workloads, covering authentication, isolation, QoS, and compliance.

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Complete Guide

RAG: Foundations to Production

Transform your AI from a closed-book test-taker into an open-book expert with access to unlimited, up-to-date knowledge. Complete implementation guide.

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Guide

Understanding Binary Patch Diffing

Learn the fundamentals of binary patch diffing with step-by-step examples, tools, and practical Python implementations for reverse engineering and security analysis.

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Research

Deconstructing Code: Comprehensive Analysis

In-depth analysis of advanced patch diffing methodologies, strategic implications, and sophisticated techniques for vulnerability research and reverse engineering.

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Analysis

The Castle Has No Walls: Cloud & AI Security

Explore five counter-intuitive truths about modern cybersecurity as we shift from castle-and-moat defenses to identity-centric, cloud-native security models.

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Guide

The Quantum Revolution

An intuitive guide to quantum computing from qubits to applications. Explore superposition, entanglement, and how quantum computers will transform cryptography, AI, and discovery.

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