Problem Statement Cloud environments are becoming increasingly complex and distributed. Auditing user activity, service behavior, API calls, or identifying anomalous actions in AWS is almost impossible to perform manually.CloudTrail records every event, but the challenges are clear: This is where…
Introduction In every digital communication, two fundamental questions arise: These questions define the core problems of authentication and encryption. Without a trusted way to answer them, any network is vulnerable to impersonation, eavesdropping, or tampering. The Transport Layer Security (TLS)…
Introduction Today, Machine Learning (ML) is everywhere, from chatbots and self-driving cars to Spotify’s music suggestions. But what does “machine learning” actually mean? In simple terms, Machine Learning is how computers learn from data instead of being programmed with fixed…
Introduction When you start deploying applications on AWS, one of the first steps is to design a network architecture that separates public and private resources.A good design provides security, scalability, and controlled Internet access for your workloads. In this article,…