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Chappaqua, NY, United States of America

Ian M Molloy

USPTO Granted Patents = 62 (Patent Applications = 13)

Average Co-Inventor Count = 3.7

ph-index = 8

Forward Citations = 264(Granted Patents)

Forward Citations (Not Self Cited) = 255(Dec 10, 2025)

Inventors with similar research interests:

Location History:

White Plains, NY (US) (2015)
Ridgefield, CT (US) (2023)
Chappaqua, NY (US) (2015 - 2024)
Westchester, NY (US) (2020 - 2024)

Company Filing History:

59 out of 164,197

International Business Machines Corporation

Arkose Labs Holdings, Inc.

Globalfoundries Inc.

Years Active: 2015-2025

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Areas of Expertise:

Adversarial Example Generation

Deep Neural Networks

Behavioral Biometrics

Anomaly Detection

Model Stealing Attacks

Privacy Enhancing Technologies

Dynamic Multi-Factor Authentication

Data-Centric Attack Graphs

Cognitive Systems Protection

Gradient-Based Attacks

Information Leakage Measurement

Regulatory Compliance Monitoring

62 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12326940 - Graph exploration framework for adversarial example generation (2025-06-10),

2. 12288154 - Adaptive robustness certification against adversarial examples (2025-04-29),

3. 12050993 - Dynamic gradient deception against adversarial examples in machine learning models (2024-07-30),

4. 12045713 - Detecting adversary attacks on a deep neural network (DNN) (2024-07-23),

5. 12019747 - Adversarial interpolation backdoor detection (2024-06-25),

6. 12019720 - Spatiotemporal deep learning for behavioral biometrics (2024-06-25),

7. 11977625 - Using multimodal model consistency to detect adversarial attacks (2024-05-07),

8. 11886989 - System for measuring information leakage of deep learning models (2024-01-30),

9. 11853436 - Protecting cognitive systems from model stealing attacks (2023-12-26),

10. 11847555 - Constraining neural networks for robustness through alternative encoding (2023-12-19),

11. 11816575 - Verifiable deep learning training service (2023-11-14),

12. 11783025 - Training diverse and robust ensembles of artificial intelligence computer models (2023-10-10),

13. 11775637 - Recurrent neural network based anomaly detection (2023-10-03),

14. 11748480 - Policy-based detection of anomalous control and data flow paths in an application program (2023-09-05),

15. 11675896 - Using multimodal model consistency to detect adversarial attacks (2023-06-13),

Title: Inventor Ian M Molloy - Pioneering Innovations in Chappaqua

Introduction: Ian M Molloy is a distinguished inventor based in Chappaqua, NY, known for his groundbreaking contributions to various technological fields.

Latest Patents: Ian M Molloy holds several patents in the areas of renewable energy technologies, artificial intelligence systems, and medical devices, showcasing his versatility and ingenuity.

Career Highlights: With a career spanning over two decades, Ian M Molloy has worked with leading research institutions and companies to develop cutting-edge solutions that have had a significant impact on the industry.

Collaborations: Ian M Molloy has collaborated with top engineers, scientists, and designers to bring his ideas to life, fostering a culture of innovation and excellence in every project he undertakes.

Conclusion: Ian M Molloy's passion for pushing the boundaries of technology and his relentless pursuit of innovation continue to inspire the next generation of inventors and entrepreneurs.

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