Dayne B Freitag

Title: Dayne B Freitag: Innovator in Adversarial Attack Training

Introduction

Dayne B Freitag is a notable inventor based in Pittsburgh, PA (US). He has made significant contributions to the field of adversarial attack training, holding a total of 10 patents. His work focuses on developing systems and methods to enhance the security of potential targets against social engineering attacks.

Latest Patents

Freitag's latest patents include innovative methods for training individuals to recognize and mitigate adversarial attacks. One of his patents, titled "Systems and methods for training against adversarial attacks," outlines a method for creating a training playbook. This playbook is designed to train potential targets by generating conversational patterns from dialogs between synthetic personas and adversarial actors. The method configures a dialog model for a second synthetic persona to engage in training dialogs, helping trainees detect and avoid future attacks.

Another significant patent is "Conversation-depth social engineering attack detection using attributes from automated dialog engagement." This method involves receiving electronic communications from adversarial actors and engaging in deep dialogs using synthetic personas. By analyzing the conversational patterns, the method produces a playbook that outlines the dialog interaction strategies of adversarial actors, which can be used to enhance detection and mitigation efforts.

Career Highlights

Freitag has worked with reputable organizations such as SRI International and Fair Isaac Corporation. His experience in these companies has allowed him to refine his skills and contribute to advancements in security technologies.

Collaborations

Freitag has collaborated with notable individuals in his field, including Edgar Kalns and William Scott Mark. Their combined expertise has furthered the development of innovative solutions in adversarial attack training.

Conclusion

Dayne B Freitag is a pioneering inventor whose work in adversarial attack training has made a significant impact on security practices. His patents and collaborations reflect his commitment to enhancing the safety of individuals against social engineering threats.