Company Filing History:
Years Active: 2025
Title: Innovations by Stefan-Bogdan Cocea in Cybersecurity
Introduction
Stefan-Bogdan Cocea is a notable inventor based in Bucharest, Romania. He has made significant contributions to the field of cybersecurity through his innovative patents. With a total of 3 patents, Cocea is recognized for his work in applying advanced models to enhance malware detection and purification.
Latest Patents
Cocea's latest patents include groundbreaking methods for applying diffusion models in adversarial purification and adversarial sample generation in cybersecurity. One of his patents discloses methods and systems for utilizing a diffusion model to purify malware files and generate adversarial samples. This process involves inputting a malware file into the diffusion model to create an adversarial sample by altering its content. The adversarial sample is then tested by a malware detector. If the detector identifies the sample as malware, the diffusion model is updated to further modify the content until the sample successfully deceives the detector. Another patent focuses on adversarial script generation using artificial intelligence models. This approach involves providing a malicious script to an AI model, which modifies the software code to obfuscate its malicious behavior. The resulting adversarial script is then tested by a malware detector.
Career Highlights
Stefan-Bogdan Cocea is currently employed at CrowdStrike, Inc., a leading cybersecurity company. His work at CrowdStrike emphasizes the importance of innovative solutions in combating cyber threats. Cocea's expertise in applying diffusion models has positioned him as a key player in the field of cybersecurity.
Collaborations
Cocea collaborates with talented individuals such as Alexandru Dinu and Cristian Viorel Popa. Their combined efforts contribute to the advancement of cybersecurity technologies and methodologies.
Conclusion
Stefan-Bogdan Cocea's contributions to cybersecurity through his innovative patents demonstrate his commitment to enhancing malware detection and purification. His work at CrowdStrike, along with his collaborations, continues to influence the field positively.