This inventor holds 3 USPTO granted patents and 2 published patent applications. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2022-2025.
Company Filing History:
Years Active: 2022-2025
Title: Innovations of James David McCaffrey
Introduction
James David McCaffrey is a notable inventor based in Issaquah, WA (US). He has made significant contributions to the field of artificial intelligence and cybersecurity. With a total of 3 patents to his name, McCaffrey's work focuses on enhancing the security of hosted AI systems.
Latest Patents
One of McCaffrey's latest patents involves detecting an algorithmic attack against a hosted AI system based on its inputs and outputs. The techniques described in this patent utilize a feature-based classifier model to generate a classification score from numerical representations of queries and outputs. An algorithmic attack is identified when the classification score meets or exceeds a predetermined threshold. Additionally, a transformer-based model is employed to create a vector from a multivariate time series, which is derived from the attributes of both inputs and outputs. An attack is detected when the distance between this vector and a reference vector falls below a specified threshold.
Career Highlights
James David McCaffrey is currently associated with Microsoft Technology Licensing, LLC. His role at Microsoft allows him to work on cutting-edge technologies and contribute to advancements in AI security.
Collaborations
Throughout his career, McCaffrey has collaborated with notable colleagues such as William Pearce and Raja Sekhar Rao Dheekonda. These collaborations have further enriched his work and innovations in the field.
Conclusion
James David McCaffrey's contributions to AI security through his patents and collaborations highlight his importance as an inventor in the technology sector. His work continues to influence the development of secure AI systems.