Company Filing History:
Years Active: 2024-2025
Title: Innovations by Ramanpreet Singh
Introduction
Ramanpreet Singh is an accomplished inventor based in Toronto, Canada. He has made significant contributions to the field of electronic data security, holding 2 patents that focus on innovative methods for identifying electronic data exfiltration. His work is particularly relevant in today's digital landscape, where data security is of utmost importance.
Latest Patents
Ramanpreet's latest patents include a method and system for facilitating the identification of electronic data exfiltration. This invention involves obtaining a message transmission log and screenshot metadata. A screenshot corresponding to the screenshot metadata is matched to a sent electronic message, such as an email, which has a file attachment represented in the message transmission log to generate an event. The screenshot metadata indicates that the screenshot was captured prior to when the message transmission log indicates the electronic message was sent. An anomaly score is determined for the sent electronic message by applying unsupervised machine learning techniques, such as an isolation forest, to score the sent electronic message relative to a baseline. If the anomaly score meets or exceeds an anomaly threshold, it is treated as potentially indicative of electronic data exfiltration.
Career Highlights
Ramanpreet Singh is currently employed at the Royal Bank of Canada, where he applies his expertise in data security. His innovative approach to identifying potential data breaches has positioned him as a valuable asset in his field.
Collaborations
Ramanpreet has collaborated with talented coworkers, including Nariman Mammadli and Dhanya Jothimani, to further enhance the effectiveness of his inventions.
Conclusion
Ramanpreet Singh's contributions to electronic data security through his patents demonstrate his commitment to innovation and excellence in the field. His work not only addresses current challenges but also paves the way for future advancements in data protection.