As quantum technologies begin to move into mainstream enterprise use, security professionals are warning of an emerging class of cyber threats that traditional tools cannot detect. In response to this growing challenge, UK-based cybersecurity specialist Bisola F. Kayode has filed a pioneering patent for the Quantum Injection Attack Risk Management Framework (QIA-RMF), a first-of-its-kind model designed to help organisations secure hybrid quantum classical systems.
Kayode’s patent is attracting attention across quantum security and enterprise technology communities for introducing one of the earliest structured approaches to identifying and managing Quantum Injection Attacks (QIA), a threat category expected to rise sharply as quantum integration accelerates.
Addressing a Security Gap That Traditional Tools Miss
Quantum Injection Attacks occur when quantum-generated outputs subtly alter the behaviour of classical systems, leading to drift in AI models, weakened decision engines or misaligned risk scores. These deviations rarely trigger alerts in conventional monitoring systems.
Kayode’s QIA-RMF framework provides a measurable way for organisations to:
The patent is being noted as one of the few attempts globally to formalise a defence model for quantum-induced interference at this early stage of industry adoption.
“Hybrid systems behave differently when quantum components are introduced,” Kayode explains.
“QIA-RMF is designed to help organisations identify those shifts early, measure them properly, and integrate quantum-aware controls into existing security processes.”
Recognition for Innovation in a Rapidly Evolving Field
Industry observers note that Kayode’s patent positions her as an innovator contributing new intellectual property to the future of cybersecurity. Her work arrives at a critical moment. Many sectors are exploring quantum acceleration, yet very few frameworks exist to help them validate or safeguard these emerging models.
A senior cybersecurity analyst reviewing the concept described QIA-RMF as “an important early blueprint for securing the next wave of hybrid technologies.”
Cross-Industry Impact and Global Relevance
QIA-RMF is expected to influence several key sectors, including:
By offering a practical way to measure and manage quantum-related risks, Kayode’s work is seen as an important contribution to future enterprise security standards.
Growing Visibility in Cybersecurity and Technology Circles
Kayode has been increasingly recognised for sharing insights on quantum-related threats, hybrid-system vulnerabilities and secure software development principles. Through presentations, publications and industry engagement, she has helped bring attention to risks that most organisations have not yet considered but will soon face.
Her focus on making quantum-era security understandable and actionable is noted as one of the reasons her work resonates with security teams, engineers and technology leaders.
Looking Ahead
With the patent filed, Kayode plans to expand QIA-RMF into practical tooling and guidance that organisations can adopt as quantum capabilities evolve. Her long-term vision is to help enterprises achieve secure, predictable and trustworthy behaviour across hybrid computing environments.
As quantum integration continues to accelerate globally, innovations like QIA-RMF highlight the need for forward-thinking security models. Kayode’s contribution marks an important step toward defining how organisations can prepare for and defend against quantum-era threats.
