This inventor holds 4 USPTO granted patents. Top assignee: International Business Machines Corporation. Active years: 2019-2022.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2019-2022
Title: The Innovations of Padmanabhan Krishnan
Introduction
Padmanabhan Krishnan is a notable inventor based in Bengaluru, India. He has made significant contributions to the field of secure multi-party computation and machine learning. With a total of 4 patents, his work focuses on enhancing data security and privacy in collaborative environments.
Latest Patents
One of his latest patents is titled "Machine learning with differently masked data in secure multi-party computing." This invention involves constructing a super mask using a set of masks from various data contributors. Each contributor uses a unique mask to obfuscate their data, allowing for the creation of a first scaled masked data. This data is then used to train a machine learning model while maintaining the confidentiality of the contributors' information.
Another significant patent is "Masking text data for secure multiparty computation." This method involves receiving masked input data from multiple contributors, each with a unique mask value. An analyst computes a unique mask factor for each contributor, which is then used to aggregate and shuffle the input data. The results are published while ensuring that each contributor's data remains masked.
Career Highlights
Padmanabhan Krishnan is currently employed at International Business Machines Corporation (IBM). His work at IBM has allowed him to explore innovative solutions in the realm of data security and machine learning. His contributions have been instrumental in advancing the capabilities of secure multi-party computation.
Collaborations
He has collaborated with notable colleagues such as Dharmesh Jain and Gopikrishnan Varadarajulu. Their teamwork has fostered an environment of innovation and creativity, leading to groundbreaking advancements in their field.
Conclusion
Padmanabhan Krishnan's work exemplifies the intersection of technology and security, making significant strides in the field of machine learning and secure data processing. His patents reflect a commitment to innovation and the protection of sensitive information in collaborative settings.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile