Christopher S Stinson

Title: Christopher S. Stinson: Innovator in Cybersecurity

Introduction

Christopher S. Stinson is a notable inventor based in Odenton, MD (US). He has made significant contributions to the field of cybersecurity, particularly in the detection of malware and anomalous websites. With a total of 4 patents to his name, Stinson's work is at the forefront of technological advancements in protecting digital environments.

Latest Patents

Stinson's latest patents include innovative systems and methods for malware detection. These systems analyze data such as transfer protocol data or logs from a host within an enterprise. The technology involves a database for storing current and historical data obtained from the network, along with a detection module and an optional display. By extracting information from non-encrypted transfer protocol metadata, the system determines various features and utilizes an outlier detection model based on historical behaviors. This process calculates a suspiciousness score and generates alerts for users when the score exceeds a certain threshold. This invention enhances the ability to identify suspicious outliers or potential malware over time.

Another significant patent focuses on detecting anomalous websites. This system analyzes markup language structures, such as HTML, by querying a URL to obtain the markup language data. The data is parsed into coordinates within a 2-dimensional grid, and features are processed to generate images. These images are then compressed for efficient processing. By employing deep machine learning algorithms, the system analyzes the compressed images of common websites to create models that represent their structure. These models are instrumental in detecting suspicious and/or anomalous websites.

Career Highlights

Christopher S. Stinson is currently employed at IronNet Cybersecurity, Inc., where he continues to develop innovative solutions in cybersecurity. His work is pivotal in enhancing the security measures that protect organizations from cyber threats.

Collaborations

Stinson collaborates with talented professionals in his field, including Jordan S. Webster and Ania Kacewicz. Their combined expertise contributes to the advancement of cybersecurity technologies.

Conclusion

Christopher S. Stinson is a prominent figure in the cybersecurity landscape, with a focus on innovative solutions for malware detection and website anomaly detection. His contributions are vital in the ongoing battle against cyber threats, ensuring safer digital environments for users.