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For the Inventor, By the Inventor

Cambridge, United Kingdom

Darktrace Holdings Limited


USPTO Granted Patents = 76


Trademarks = 6

Forward Citations = 134

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67 inventors (with patents filed for the assignee):

goldMedal Jack Stockdale (22 out of 26 patents)

silverMedal Dickon Humphrey (16 out of 17 patents)

bronzeMedal John Anthony Boyer (14 out of 14 patents)

4.  Timothy Bazalgette (13 out of 14 patents)

5.  Carl Joseph Salji (13 out of 13 patents)

6.  Matthew Dunn (12 out of 12 patents)

7.  Stephen Pickman (8 out of 8 patents)

8.  Jake Lal (8 out of 8 patents)

9.  Alex Markham (7 out of 8 patents)

10.  Simon David Lincoln Fellows (7 out of 7 patents)

11.  David Palmer (6 out of 6 patents)

12.  Simon Fellows (6 out of 6 patents)

13.  Robert Hutchinson (4 out of 4 patents)

14.  Matthew Ferguson (4 out of 4 patents)

15.  Andrew Woodford (4 out of 4 patents)


Core Competencies:
Large Language Models
Machine Learning
Cyber Threat Defense
Vulnerability Analysis
Cloud Architecture
Anomaly Detection
Generative AI
Network Security
Email Security
Graph Neural Networks
Operational Technology
User Interface

76 patents:

1. 12744793 - Cybersecurity components communicating and cooperating with one or more large language models (2026-09-22),
2. 12739274 - Large scale security data aggregation, with machine learning analysis and use of that security data aggregation (2026-09-15),
3. 12719913 - Cyber security scenarios with improved playbooks (2026-08-25),
4. 12719909 - Automated vulnerability and threat landscape analysis (2026-08-25),
5. 12710977 - USE OF GRAPH NEURAL NETWORKS TO CLASSIFY, GENERATE, AND ANALYZE SYNTHETIC CYBER SECURITY INCIDENTS (2026-08-18),
6. 12695784 - Synthetic cyberattack tool that uses a generative artificial intelligence component (2026-07-28),
7. 12695778 - Contextualized cyber security awareness training (2026-07-28),
8. 12693886 - Cyber security system with cloud architecture formation and visualization (2026-07-28),
9. 12684010 - Endpoint agents and scalable cloud architecture for low latency classification (2026-07-14),
10. 12665910 - Method and system for determining and acting on a structured document cyber threat risk (2026-06-23),
11. 12659340 - Cyber threat defense system, components, and a method for using artificial intelligence models trained on a normal pattern of life for systems with unusual data sources (2026-06-16),
12. 12659338 - Cyber security restoration engine (2026-06-16),
13. 12652290 - Cyber security for software-as-a-service factoring risk (2026-06-09),
14. 12641094 - Interactive cyber-security user-interface for cybersecurity components that cooperates with a set of LLMs (2026-05-26),
15. 12641092 - Method for determining likely malicious behavior based on abnormal behavior pattern comparison (2026-05-26),
Darktrace Holdings Limited, headquartered in Cambridge, UK, specializes in advanced cybersecurity solutions leveraging artificial intelligence. The company focuses on developing technologies that utilize large language models and machine learning to enhance cyber threat defense, vulnerability analysis, and anomaly detection. Darktrace's innovative approach includes generative AI and cloud architecture, providing robust network security solutions that adapt to evolving threats in real-time, ensuring comprehensive protection for organizations across various sectors.
Profile summary based on public USPTO records.

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USPTO Data Jan 1 1976 - Sep 29 2026

76 Patents

#15 in Cambridge

#245 in United Kingdom

#9,873 in the World

Cambridge, GB
Cambridge, United Kingdom

Darktrace Holdings Limited

Forward Citations = 134

67 inventors:

goldMedal Jack Stockdale (22 out of 26 patents)

silverMedal Dickon Humphrey (16 out of 17 patents)

bronzeMedal John Anthony Boyer (14 out of 14 patents)

4.  Timothy Bazalgette (13 out of 14 patents)

5.  Carl Joseph Salji (13 out of 13 patents)

Please report any incorrect information to [email protected]
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