Company Filing History:
Years Active: 2024-2025
Title: Tanner Burns: Innovator in Machine Learning Threat Detection
Introduction
Tanner Burns is a prominent inventor based in Austin, TX, known for his significant contributions to the field of machine learning and artificial intelligence. With a total of 11 patents to his name, Tanner has been at the forefront of developing innovative solutions that enhance the security and functionality of machine learning models.
Latest Patents
Among his latest patents is a groundbreaking invention focused on scanning and detecting threats in machine learning models. This invention allows for the detection of actual or potential threats before the execution of the model or during its operation in an isolated environment. The threat detection process includes performing checks for machine learning file formats, vulnerabilities, tampering, and stenography. Additionally, the system can generate a signature based on the presence or absence of detected threats.
Another notable patent is the generative artificial intelligence model prompt injection classifier. This invention features an analysis engine that receives data characterizing a prompt intended for a generative AI model. The analysis engine utilizes a prompt injection classifier to determine whether the prompt contains malicious content or could provoke harmful actions. The results of this analysis are then provided to a consuming application or process, enhancing the security of generative AI interactions.
Career Highlights
Tanner Burns currently works at Hiddenlayer, Inc., where he continues to push the boundaries of innovation in machine learning. His work has garnered attention for its practical applications in enhancing the security of AI systems.
Collaborations
Tanner collaborates with talented individuals such as Kwesi Cappel and Kenneth Yeung, contributing to a dynamic team focused on advancing technology in the field of artificial intelligence.
Conclusion
Tanner Burns is a key figure in the realm of machine learning, with a strong portfolio of patents that address critical security challenges. His innovative work at Hiddenlayer, Inc. positions him as a leader in the development of safer AI technologies.