Disclaimer:- This note was written by me ( Mayank Nauni) in my personal capacity. The opinions expressed in this article are solely my own and do not reflect the view of my employer or my preference towards any of the OEMs....
⚠️ Long Read Alert: This is a comprehensive deep dive based on intensive hands-on testing in an AWS PoC environment. For busy readers, check the TL;DR below, then jump to sections of interest. 🔬 Testing Environment: All testing and analysis...
Executive Summary Last weekend, I conducted what I believe to be the first systematic security analysis of internet-facing Model Context Protocol (MCP) infrastructure at scale. This research emerged from observing the rapid adoption of AI communication protocols in critical systems...
The Context: We’re Not Just Automating. We’re Delegating. The nature of enterprise IT is shifting. For years, we’ve been building systems that automate tasks. That was phase one. What we’re stepping into now is phase two, systems that can decide...
The AI Disruption Clock is Ticking: Why IT Infrastructure Professionals Must Act Now As an IT strategist who has witnessed the evolution of technology over decades, I’m compelled to share an urgent reality check with my fellow professionals. The statistics...
In today’s AI-driven business landscape, a new challenge is emerging that combines cutting-edge technology with age-old psychological vulnerabilities: the rise of AI-generated pseudo subject matter experts. As generative AI models become increasingly sophisticated, they’re producing content and personas that mimic...
It’s a lazy weekend afternoon. You’re sipping coffee, scrolling through your inbox. You barely notice the “Spam” folder quietly filling up, out of sight and out of mind. But have you ever wondered what’s really going on behind the scenes?...
In the rapidly evolving world of cybersecurity, one particularly troubling development is the surge in “Jailbreaking” Large Language Models (LLMs). When malicious actors manipulate and override the built-in safety filters of AI systems (commonly referred to as jailbreaking), these powerful...
Artificial Intelligence (AI) models are becoming increasingly powerful, but their large sizes and computational demands often make deployment challenging, especially on resource-constrained devices. To tackle this, two key optimization techniques 1/distillation and 2/quantization are widely used. While both aim to...
In a rapidly evolving cyber threat landscape, few topics have garnered as much attention as the potential misuse of Generative AI (GenAI) by adversaries. Google’s recent report on adversarial misuse of Generative AI, available here, offers valuable insights into how...
As a PhD student & researcher I’ve spent the better part of my studies exploring ways to protect critical infrastructure systems. Today, I’d like to share my excitement about CyberBoT—a tool I’ve developed that marries good old-fashioned security scanning with...
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