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For the Inventor, By the Inventor

Cupertino, CA, United States of America

Sameer T Khanna

This inventor holds 14 USPTO granted patents and 9 published patent applications. Top assignees: Fortinet, Inc., Other. Active years: 2022-2026.

USPTO Granted Patents = 14 

% Patents Active = 100.0

Average Co-Inventor Count = 1.1

ph-index = 2

Forward Citations = 8(Granted Patents)


Company Filing History:

goldMedal13 out of 1,138 
 
Fortinet, Inc.
 patents
silverMedal1 out of 834,350 
Other
 patents

Years Active: 2022-2026

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14 patents (USPTO):Explore Patents
1. 12737454 - Systems and methods for encoding behavioral information into an image domain for processing (2026-09-15),
2. 12536465 - Inductive learning and inductive forgetting for bolstering machine-learning model performance (2026-01-27),
3. 12332997 - Systems and methods for generating synthetic data representing insider attacks (2025-06-17),
4. 12321992 - Systems and methods for rapid natural language based message categorization (2025-06-03),
5. 12254086 - Systems and methods for enabling detection of threats based upon color (2025-03-18),
6. 12223038 - Systems and methods for training an insider attack model using images having both region specificity and spatial relationships (2025-02-11),
7. 12164628 - Systems and methods for using vector model normal exclusion in natural language processing to characterize a category of messages (2024-12-10),
8. 12111919 - Systems and methods for quantifying file access risk exposure by an endpoint in a network environment (2024-10-08),
9. 12001515 - Convex optimized stochastic vector sampling based representation of ground truth (2024-06-04),
10. 11971983 - Systems and methods for rapid natural language based message categorization (2024-04-30),
11. 11921820 - Real-time minimal vector labeling scheme for supervised machine learning (2024-03-05),
12. 11870693 - Kernel space based capture using intelligent packet selection paradigm and event output storage determination methodology (2024-01-09),
13. 11569979 - Cryptographic systems with variable layout cryptography (2023-01-31),
14. 11496394 - Internet of things (IoT) device identification on corporate networks via adaptive feature set to balance computational complexity and model bias (2022-11-08),

Title: Innovations and Contributions of Sameer T Khanna

Introduction

Sameer T Khanna is an accomplished inventor based in Cupertino, California. He has made significant contributions to the field of technology, particularly in the areas of data generation and natural language processing. With a total of 12 patents to his name, Khanna's work has had a notable impact on various industries.

Latest Patents

Khanna's latest patents include innovative systems and methods for generating synthetic data that represents insider attacks. These systems and methods are designed to create data that mimics the characteristics of insider threats. Additionally, he has developed systems and methods for rapid natural language-based message categorization. This technology identifies text from specific topics within a potentially vast array of subjects. One implementation involves using a vector space model to translate text into a vector representation. This vector is then analyzed to determine if it can be reconstructed by swapping words and phrases from a training corpus of documents. The evaluation of span composition is conducted through a two-vector boolean comparison, which allows for efficient computational processing and rapid real-time topic determination.

Career Highlights

Throughout his career, Sameer T Khanna has worked with notable companies, including Fortinet, Inc. His experience in these organizations has contributed to his expertise and the development of his patented technologies.

Collaborations

Khanna has collaborated with talented individuals in his field, including Xiaoguang Liu and Jianwen Zhang. These partnerships have likely enhanced his innovative capabilities and led to the successful development of his patents.

Conclusion

Sameer T Khanna's contributions to technology through his patents and collaborations highlight his role as a significant inventor in the field. His work continues to influence advancements in data generation and natural language processing.

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