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For the Inventor, By the Inventor

San Francisco, CA, United States of America

Fred Sadaghiani

This inventor holds 19 USPTO granted patents, primarily in Machine Learning Security. Top assignee: Sift Science, Inc.. Active years: 2018-2022.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Fred Sadaghiani. Retrieved from https://idiyas.com/inventor/fred-sadaghiani

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

USPTO Granted Patents = 19

% Patents Active = 100.0

Average Co-Inventor Count = 3.7

ph-index = 6

Forward Citations = 236(Granted Patents)


Company Filing History:

goldMedal19 out of 43 
 
Sift Science, Inc.
 patents

Years Active: 2018-2022

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Areas of Expertise:
Threat Detection
Machine Learning
Digital Mitigation
Model Calibration
Surrogate Models
Anomalous Shifts
Subscriber-Specific
Ensemble Models
Unified Threat
Content Detection
19 patents (USPTO):Explore Patents
1. 11303665 - Systems and methods configuring a unified threat machine learning model for joint content and user threat detection (2022-04-12),
2. 11070585 - Systems and methods configuring a unified threat machine learning model for joint content and user threat detection (2021-07-20),
3. 10929756 - Systems and methods for configuring and implementing an interpretive surrogate machine learning model (2021-02-23),
4. 10666674 - Systems and methods configuring a subscriber-specific ensemble of machine learning models (2020-05-26),
5. 10643216 - System and methods for dynamic digital threat mitigation (2020-05-05),
6. 10623423 - Systems and methods for intelligently implementing a machine learning-based digital threat mitigation service (2020-04-14),
7. 10572832 - Systems and methods for calibrating a machine learning model (2020-02-25),
8. 10491617 - Systems and methods configuring a subscriber-specific ensemble of machine learning models (2019-11-26),
9. 10482395 - System and methods for digital account threat detection (2019-11-19),
10. 10462172 - Systems and methods detecting and mitigating anomalous shifts in a machine learning model (2019-10-29),
11. 10402828 - System and methods for dynamic digital threat mitigation (2019-09-03),
12. 10341374 - Systems and methods detecting and mitigating anomalous shifts in a machine learning model (2019-07-02),
13. 10339472 - Systems and methods for calibrating a machine learning model (2019-07-02),
14. 10296912 - System and methods for dynamic digital threat mitigation (2019-05-21),
15. 10284582 - System and methods for dynamic digital threat mitigation (2019-05-07),

Title: Fred Sadaghiani: Innovator in Digital Threat Detection

Introduction

Fred Sadaghiani is a prolific inventor based in San Francisco, CA, with an impressive portfolio of 19 patents. His work primarily focuses on machine learning systems that enhance digital security, particularly in threat detection and mitigation.

Latest Patents

Among his latest innovations is a patent titled "Systems and methods configuring a unified threat machine learning model for joint content and user threat detection." This groundbreaking technology utilizes a unified threat model to predict not only the level of threat posed by specific online content but also the likelihood that a target user will generate harmful content. The model operates by aggregating historical and real-time data from user activities and content interactions to compute a unified threat score. This score subsequently guides threat mitigation actions based on comprehensive evaluations of both content and user behaviors.

Career Highlights

Fred Sadaghiani is currently employed at Sift Science, Inc., where he continues to push the boundaries of innovation in digital threat management. His extensive experience and expertise in machine learning have been vital in developing systems that effectively identify and neutralize potential digital threats.

Collaborations

Throughout his career, Fred has collaborated with talented professionals like Alex Paino and Jacob Burnim. These partnerships have undoubtedly enriched his research and development efforts, leading to the successful implementation of advanced security technologies.

Conclusion

Fred Sadaghiani's contributions to the field of digital threat detection reflect his commitment to innovation and excellence. With numerous patents to his name and ongoing projects at Sift Science, he continues to influence the future of digital security through his remarkable inventions.

Profile summary based on public USPTO records.
Data Sources: USPTO Patent Grant XML, Patent Center, EPO & CIPO • Normalized by IDiyas Innovation Graph. Methodology & provenance architecturePlease report any incorrect information to [email protected]
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