Company Filing History:
4 out of 3,063 
1 out of 1,402 
1 out of 1 Years Active: 2018-2020
Title: Reuben Feinman: Innovator in Malware Detection
Introduction
Reuben Feinman is a notable inventor based in Mountain View, CA (US). He holds a total of 6 patents that focus on advancements in malware detection and electronic media security. His innovative approaches have contributed significantly to the field of cybersecurity.
Latest Patents
One of Feinman's latest patents is titled "Optimizing a malware detection model using hyperparameters." This computer-implemented method involves constructing a malware detection model by identifying multiple candidate hyperparameter sets. It selects a set of hyperparameters that optimizes the tradeoff between model efficacy and model size. The model is then trained on a set of training samples to distinguish between malicious and clean samples. After constructing the model, it can be used to perform security actions effectively.
Another significant patent is "Providing adversarial perturbations to media." This method describes how a computing device can apply perturbations to electronic media upon receiving an upload request to an internet-based service. The device performs a pre-processing operation based on the request and the media's features. It may also apply security actions by perturbing elements of the media based on a model's gradient before transmitting it to the service.
Career Highlights
Feinman has worked with prominent companies in the tech industry, including Symantec Corporation and CA, Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas in cybersecurity.
Collaborations
Feinman has collaborated with talented individuals such as Aleatha Parker-Wood and Ryan Curtin. These partnerships have likely contributed to the success of his projects and patents.
Conclusion
Reuben Feinman is a distinguished inventor whose work in malware detection and electronic media security has made a significant impact in the field. His innovative patents and collaborations highlight his commitment to advancing technology in cybersecurity.