Shauharda Khadka

Title: Shauharda Khadka: Innovator in AI-Based Maliciousness Classification

Introduction

Shauharda Khadka is an accomplished inventor based in Seattle, WA (US). He has made significant contributions to the field of artificial intelligence, particularly in the area of file maliciousness classification. His innovative work aims to enhance cybersecurity measures through advanced AI techniques.

Latest Patents

Shauharda holds a patent for an AI-based file maliciousness classification system. This patent, titled "AI-based file maliciousness classification with an explanation of reasoning," describes techniques capable of performing maliciousness classification while providing an explanation of the reasoning behind the AI model's decisions. The AI model classifies files into malicious or non-malicious categories and generates explanations for its classifications. This process involves using an AI prompt alongside the file as inputs, allowing the model to choose between the two classes and provide a rationale for its decision. The resulting explanation can be stored or presented to users through a user interface, facilitating informed security operations regarding the file.

Career Highlights

Shauharda is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop innovative solutions in the realm of artificial intelligence and cybersecurity. His work is instrumental in advancing the capabilities of AI in real-world applications.

Collaborations

Throughout his career, Shauharda has collaborated with talented individuals such as Li Kang and Heon Joon Choi. These partnerships have contributed to the success of his projects and the development of cutting-edge technologies.

Conclusion

Shauharda Khadka is a notable inventor whose work in AI-based maliciousness classification is paving the way for improved cybersecurity solutions. His contributions to the field reflect a commitment to innovation and excellence.