Asaf Cidon

Title: Asaf Cidon: Innovator in Email Security

Introduction

Asaf Cidon is a prominent inventor based in San Francisco, CA, known for his significant contributions to email security. With a total of 10 patents to his name, Cidon has developed innovative solutions aimed at enhancing the security of email accounts against unauthorized access.

Latest Patents

Cidon’s latest patents include a system and method for email account takeover detection and remediation utilizing anonymized datasets. This approach supports account takeover (ATO) detection based on user login attempts. It assesses the fraudulence confidence level of login IP addresses to classify these attempts. By extracting a plurality of attributes from user login data logs, a labeled dataset is built for training a machine learning (ML) model. This model relies on the statistics of login attempts to classify and detect fraudulent logins. The attributes allow for the identification of suspicious login attempts based on the ML model. Additionally, the ML model is trained using anonymized user login data to preserve user privacy, determining the appropriate level of data anonymization based on the model's accuracy in detecting ATO attacks.

Another notable patent by Cidon is a system and method for email account takeover detection and remediation utilizing AI models. Similar to his previous work, this approach also focuses on assessing the fraudulence confidence level of login IP addresses. It employs a machine learning model trained on user login data to classify and detect fraudulent logins, ensuring user privacy through data anonymization.

Career Highlights

Throughout his career, Asaf Cidon has worked with notable companies such as Barracuda Networks, Inc. and Sookasa Inc. His experience in these organizations has contributed to his expertise in developing advanced security solutions.

Collaborations

Cidon has collaborated with talented individuals, including Lior Gavish and Israel Cidon, enhancing his innovative projects through teamwork and shared expertise.

Conclusion

Asaf Cidon stands out as a key figure in the field of email security, with his patents reflecting a commitment to protecting user accounts from unauthorized access. His innovative approaches continue to shape the landscape of cybersecurity.