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....
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...
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...
The digital age has brought remarkable advancements to industrial operations, enabling greater efficiency, automation, and connectivity. However, these innovations also come with significant risks. Recently, InfoSecurity Magazine published a concerning article highlighting the increasing prevalence of nation-state malware targeting industrial...
“Three things cannot be long hidden: the sun, the moon, and the truth.” – Buddha Manipulators live in a world of half-truths and illusions, weaving narratives to control others and protect their own interests. Their power thrives in ambiguity, where...
Introduction In this exploration, I aim to demonstrate a basic penetration test against a Active Directory (AD) setup, showcasing how even robust systems can exhibit exploitable vulnerabilities. The journey starts with initial reconnaissance using nmap, a cornerstone tool in network...
With the growing importance of large language models (LLMs) in tasks such as cybersecurity threat modelling for Critical Information Infrastructure (CII), efficient model training techniques are essential. Recently, I conducted an experiment on AWS SageMaker to fine-tune the FLAN-T5 model—an...
Generative AI is one of the most exciting advancements in artificial intelligence, empowering businesses to create novel content such as text, images, and even code. However, as I’ve seen in my experience working with over 30 customers during their Generative...
In today’s interconnected digital landscape, enterprises rely heavily on advanced security solutions to safeguard their operations against a myriad of cyber threats. Among these solutions, endpoint detection and response (EDR) platforms like CrowdStrike play a pivotal role. However, even the...
Boundless mountains, peaks that pierce the sky, A road less traveled, where the soul learns to fly. Amid rugged terrain and nature’s grand design, I found the whispers of my truth, forever mine! Embarking on motorcycle tours has always...
Introduction Imagine a world where computers can solve complex problems in seconds, where machines understand and communicate with us as naturally as another human. This vision, once confined to science fiction, is inching closer to reality thanks to the convergence...
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