This inventor holds 3 USPTO granted patents. Top assignee: Emc IP Holding Company LLC. Active years: 2019-2020.
Location History:
- Herzliya, IL (2019)
- Herzelia, IL (2019 - 2020)
Company Filing History:
Years Active: 2019-2020
Title: Arie Agranonik: Innovator in Deep Learning and Software Classification
Introduction
Arie Agranonik is a notable inventor based in Herzliya, Israel. He has made significant contributions to the field of software classification and code analysis through his innovative patents. With a total of 3 patents, Agranonik's work focuses on utilizing deep learning networks to enhance software script classification and code obfuscation detection.
Latest Patents
One of Agranonik's latest patents is titled "Classifying software scripts utilizing deep learning networks." This method involves generating a tokenized representation of a software script, which includes mapping tokens to a vector space for contextual representation. The process detects sequences of commands associated with specific script behaviors and classifies the software script accordingly. Additionally, it modifies access to the script based on its classification.
Another significant patent is "Detecting code obfuscation using recurrent neural networks." This method generates an index representation of code characters and maps it to a vector space. It identifies code features and detects sequences of these features to classify the file. The classification result helps determine if the file contains designated code types, allowing for access modification based on this determination.
Career Highlights
Arie Agranonik is currently employed at Emc IP Holding Company LLC, where he continues to develop innovative solutions in software technology. His expertise in deep learning and software classification has positioned him as a key player in his field.
Collaborations
Throughout his career, Agranonik has collaborated with talented individuals such as Zohar Duchin and Erik M Heuser. These collaborations have further enriched his work and contributed to advancements in software technology.
Conclusion
Arie Agranonik's contributions to the field of software classification and code analysis through his innovative patents demonstrate his commitment to advancing technology. His work continues to influence the industry and pave the way for future innovations.