Company Filing History:
Years Active: 2025
Title: Anant Girish Kharkar: Innovator in Software Vulnerability Detection
Introduction
Anant Girish Kharkar is a notable inventor based in Huntersville, NC (US). He has made significant contributions to the field of software vulnerability detection, holding a total of 3 patents. His work focuses on utilizing advanced technologies to enhance the accuracy of vulnerability assessments in software systems.
Latest Patents
One of Anant's latest patents is titled "False positive vulnerability detection using neural transformers." This innovative system is designed to determine whether a software vulnerability identified by a static code vulnerability analyzer is a true vulnerability or a false positive. The system employs deep learning models to predict the accuracy of identified vulnerabilities based on the source code context. A neural encoder transformer model is trained to classify false positives, while a neural decoder transformer model predicts a candidate line of code to complete a prompt related to the identified vulnerability. The successful completion of this prompt serves as an indicator that the identified vulnerability is indeed a false positive.
Another significant patent is "Localizing vulnerabilities in source code at a token-level." This system utilizes a classifier model to detect software vulnerabilities within a source code snippet and identifies the specific tokens responsible for the vulnerabilities. A large language model is then employed, using the vulnerable code snippet, its vulnerability type, and a set of few-shot examples to ascertain whether the identified vulnerability is present. The few-shot examples consist of both positive and negative samples, guiding the model towards accurate outputs.
Career Highlights
Anant Kharkar is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate in the realm of software security. His work is instrumental in developing systems that enhance the reliability of software applications by accurately identifying vulnerabilities.
Collaborations
Anant collaborates with talented individuals such as Neelakantan Sundaresan and Roshanak Zilouchian Moghaddam. Their combined expertise contributes to the advancement of technology in the field of software vulnerability detection.
Conclusion
Anant Girish Kharkar is a pioneering inventor whose work in software vulnerability detection is shaping the future of secure software development. His innovative patents reflect a commitment to improving the accuracy of vulnerability assessments, making significant strides in the field.