Quantum Shield
Work Overview
The tech industry is a rapidly evolving sector that plays a pivotal role in shaping the modern world With advancements artificial intelligence cloud computing, and quantum computing the industry at the forefront of innovation Companies in this field are constantly pushing the of what's possible creating new and services that the way we live and work From startups to tech giants the is fierce driving a relentless pace of development
Scope of Work
01
Interviews
02
Market Research
03
Experimentation
04
Final Report
Objectives
Our journey began with Quantum Shield, a potential Data Assurance application designed to tackle data poisoning by protecting machine learning models from adversarial attacks. Quantum Shield leverages Quantum Machine Learning (QML) techniques to enhance model resilience. While a promising solution, our market validation process revealed that there was a limited user understanding of data poisoning risks, lack of data management practices and scepticism around AI’s “black box” nature. Additionally, the absence of urgent demand for data assurance limited Quantum Shield’s immediate desirability as a standalone commercial product.
Technology
The Cybersecurity quantum algorithm could be run on HPC using classic computing for now but wouldn't be as fast or be able to keep up with the threat of super-fast quantum computers in the next 5-10 years which bad actors will also have access to. With advancements happening at lightspeed it's important for companies to start thinking about quantum cybersecurity now.
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