Ian M. Molloy

Person

Chappaqua, NY, US

People

Patents Grantslast 30 patents

Information Patent Grant
Dynamic gradient deception against adversarial examples in machine...
- Patent number 12,050,993
- Issue date Jul 30, 2024
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Detecting adversary attacks on a deep neural network (DNN)
- Patent number 12,045,713
- Issue date Jul 23, 2024
- International Business Machines Corporation
- Jialong Zhang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Adversarial interpolation backdoor detection
- Patent number 12,019,747
- Issue date Jun 25, 2024
- International Business Machines Corporation
- Heiko H. Ludwig
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Spatiotemporal deep learning for behavioral biometrics
- Patent number 12,019,720
- Issue date Jun 25, 2024
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Using multimodal model consistency to detect adversarial attacks
- Patent number 11,977,625
- Issue date May 7, 2024
- International Business Machines Corporation
- Ian Michael Molloy
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
System for measuring information leakage of deep learning models
- Patent number 11,886,989
- Issue date Jan 30, 2024
- International Business Machines Corporation
- Zhongshu Gu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Protecting cognitive systems from model stealing attacks
- Patent number 11,853,436
- Issue date Dec 26, 2023
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Constraining neural networks for robustness through alternative enc...
- Patent number 11,847,555
- Issue date Dec 19, 2023
- International Business Machines Corporation
- Kevin Eykholt
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Verifiable deep learning training service
- Patent number 11,816,575
- Issue date Nov 14, 2023
- International Business Machines Corporation
- Zhongshu Gu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Training diverse and robust ensembles of artificial intelligence co...
- Patent number 11,783,025
- Issue date Oct 10, 2023
- International Business Machines Corporation
- Ian Michael Molloy
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Recurrent neural network based anomaly detection
- Patent number 11,775,637
- Issue date Oct 3, 2023
- International Business Machines Corporation
- Heqing Huang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Policy-based detection of anomalous control and data flow paths in...
- Patent number 11,748,480
- Issue date Sep 5, 2023
- Arkose Labs Holdings, Inc.
- Suresh Chari
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Using multimodal model consistency to detect adversarial attacks
- Patent number 11,675,896
- Issue date Jun 13, 2023
- International Business Machines Corporation
- Ian Michael Molloy
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Determining when to perform and performing runtime binary slimming
- Patent number 11,650,801
- Issue date May 16, 2023
- International Business Machines Corporation
- Michael Vu Le
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Analytics engine for data exploration and analytics
- Patent number 11,522,880
- Issue date Dec 6, 2022
- International Business Machines Corporation
- Sulakshan Vajipayajula
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Measuring overfitting of machine learning computer model and suscep...
- Patent number 11,494,496
- Issue date Nov 8, 2022
- International Business Machines Corporation
- Kathrin Grosse
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Device discovery and classification from encrypted network traffic
- Patent number 11,455,569
- Issue date Sep 27, 2022
- International Business Machines Corporation
- Enriquillo Valdez
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Privacy enhancing deep learning cloud service using a trusted execu...
- Patent number 11,443,182
- Issue date Sep 13, 2022
- International Business Machines Corporation
- Zhongshu Gu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Deep neural network hardening framework
- Patent number 11,443,178
- Issue date Sep 13, 2022
- Interntional Business Machines Corporation
- Benjamin J. Edwards
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Self-learning peer group analysis for optimizing identity and acces...
- Patent number 11,416,771
- Issue date Aug 16, 2022
- International Business Machines Corporation
- Priti P. Patil
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automatic audit logging of events in software applications performi...
- Patent number 11,372,997
- Issue date Jun 28, 2022
- International Business Machines Corporation
- Suresh N. Chari
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Recurrent neural network based anomaly detection
- Patent number 11,301,563
- Issue date Apr 12, 2022
- International Business Machines Corporation
- Heqing Huang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Reducing attack surface by selectively collocating applications on...
- Patent number 11,277,434
- Issue date Mar 15, 2022
- International Business Machines Corporation
- Michael Vu Le
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Grant
Application binary rewriting to reduce binary attack surface area
- Patent number 11,262,993
- Issue date Mar 1, 2022
- International Business Machines Corporation
- Michael Vu Le
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automatic generation of training data for anomaly detection using o...
- Patent number 11,227,232
- Issue date Jan 18, 2022
- Arkose Labs Holdings, Inc.
- Suresh N. Chari
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Determining when to perform and performing runtime binary slimming
- Patent number 11,221,835
- Issue date Jan 11, 2022
- International Business Machines Corporation
- Michael Vu Le
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Detecting poisoning attacks on neural networks by activation cluste...
- Patent number 11,188,789
- Issue date Nov 30, 2021
- International Business Machines Corporation
- Bryant Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Two-level sequence learning for analyzing, metering, generating, an...
- Patent number 11,171,946
- Issue date Nov 9, 2021
- International Business Machines Corporation
- Suresh Chari
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Using gradients to detect backdoors in neural networks
- Patent number 11,132,444
- Issue date Sep 28, 2021
- International Business Machines Corporation
- Wilka Carvalho
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Protecting cognitive systems from model stealing attacks
- Patent number 11,023,593
- Issue date Jun 1, 2021
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING

Patents Applicationslast 30 patents

Information Patent Application
UNIFIED DATA CLASSIFICATION TECHNIQUES
- Publication number 20230418859
- Publication date Dec 28, 2023
- International Business Machines Corporation
- Youngja Park
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ARCHITECTURE AGNOSTIC SOFTWARE-GENOME EXTRACTION FOR MALWARE DETECTION
- Publication number 20230315847
- Publication date Oct 5, 2023
- International Business Machines Corporation
- Dhilung Kirat
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
USING MULTIMODAL MODEL CONSISTENCY TO DETECT ADVERSARIAL ATTACKS
- Publication number 20230281298
- Publication date Sep 7, 2023
- International Business Machines Corporation
- Ian Michael Molloy
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
GRAPH EXPLORATION FRAMEWORK FOR ADVERSARIAL EXAMPLE GENERATION
- Publication number 20230169176
- Publication date Jun 1, 2023
- TAESUNG LEE
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Privacy Enhancing Deep Learning Cloud Service Using a Trusted Execu...
- Publication number 20220269942
- Publication date Aug 25, 2022
- International Business Machines Corporation
- Zhongshu Gu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Recurrent Neural Network Based Anomaly Detection
- Publication number 20220207137
- Publication date Jun 30, 2022
- International Business Machines Corporation
- Heqing Huang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Spatiotemporal Deep Learning for Behavioral Biometrics
- Publication number 20220188390
- Publication date Jun 16, 2022
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Constraining neural networks for robustness through alternative enc...
- Publication number 20220180157
- Publication date Jun 9, 2022
- International Business Machines Corporation
- Kevin Eykholt
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Adaptive robustness certification against adversarial examples
- Publication number 20220180172
- Publication date Jun 9, 2022
- International Business Machines Corporation
- Kevin Eykholt
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Dynamic Gradient Deception Against Adversarial Examples in Machine...
- Publication number 20220180242
- Publication date Jun 9, 2022
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Detecting adversary attacks on a deep neural network (DNN)
- Publication number 20220156563
- Publication date May 19, 2022
- International Business Machines Corporation
- Jialong Zhang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
AUTOMATIC GENERATION OF TRAINING DATA FOR ANOMALY DETECTION USING O...
- Publication number 20220121995
- Publication date Apr 21, 2022
- Arkose Labs Holdings, Inc
- Suresh N. Chari
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ADVERSARIAL INTERPOLATION BACKDOOR DETECTION
- Publication number 20220114259
- Publication date Apr 14, 2022
- International Business Machines Corporation
- Heiko H. Ludwig
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Neural Network Robustness through Obfuscation
- Publication number 20220100847
- Publication date Mar 31, 2022
- International Business Machines Corporation
- Mark Wegman
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Determining When to Perform and Performing Runtime Binary Slimming
- Publication number 20220066757
- Publication date Mar 3, 2022
- International Business Machines Corporation
- Michael Vu Le
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Analytics Engine for Data Exploration and Analytics
- Publication number 20220014531
- Publication date Jan 13, 2022
- International Business Machines Corporation
- Sulakshan Vajipayajula
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Using multimodal model consistency to detect adversarial attacks
- Publication number 20210319093
- Publication date Oct 14, 2021
- International Business Machines Corporation
- Ian Michael Molloy
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Measuring Overfitting of Machine Learning Computer Model and Suscep...
- Publication number 20210303695
- Publication date Sep 30, 2021
- International Business Machines Corporation
- Kathrin Grosse
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
REDUCING ATTACK SURFACE BY SELECTIVELY COLLOCATING APPLICATIONS ON...
- Publication number 20210306367
- Publication date Sep 30, 2021
- International Business Machines Corporation
- Michael Vu Le
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Application
Protecting Cognitive Systems from Model Stealing Attacks
- Publication number 20210303703
- Publication date Sep 30, 2021
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Training Diverse and Robust Ensembles of Artificial Intelligence Co...
- Publication number 20210287141
- Publication date Sep 16, 2021
- International Business Machines Corporation
- Ian Michael Molloy
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Determining When to Perform and Performing Runtime Binary Slimming
- Publication number 20210247971
- Publication date Aug 12, 2021
- International Business Machines Corporation
- Michael Vu Le
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Protecting information embedded in a machine learning model
- Publication number 20210150042
- Publication date May 20, 2021
- International Business Machines Corporation
- Jialong Zhang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Self-Learning Peer Group Analysis for Optimizing Identity and Acces...
- Publication number 20210142209
- Publication date May 13, 2021
- International Business Machines Corporation
- Priti P. Patil
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Policy-based detection of anomalous control and data flow paths in...
- Publication number 20210133324
- Publication date May 6, 2021
- International Business Machines Corporation
- Suresh Chari
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Recurrent Neural Network Based Anomaly Detection
- Publication number 20200293653
- Publication date Sep 17, 2020
- International Business Machines Corporation
- Heqing Huang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DEVICE DISCOVERY AND CLASSIFICATION FROM ENCRYPTED NETWORK TRAFFIC
- Publication number 20200219005
- Publication date Jul 9, 2020
- International Business Machines Corporation
- Enriquillo Valdez
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Automatic Audit Logging of Events in Software Applications Performi...
- Publication number 20200210609
- Publication date Jul 2, 2020
- International Business Machines Corporation
- Suresh N. Chari
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Two-Level Sequence Learning for Analyzing, Metering, Generating, an...
- Publication number 20200186516
- Publication date Jun 11, 2020
- International Business Machines Corporation
- Suresh Chari
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Verifiable Deep Learning Training Service
- Publication number 20200082270
- Publication date Mar 12, 2020
- International Business Machines Corporation
- Zhongshu Gu
- G06 - COMPUTING CALCULATING COUNTING

Ian M. Molloy

Person

Patents Grantslast 30 patents

Dynamic gradient deception against adversarial examples in machine...

Detecting adversary attacks on a deep neural network (DNN)

Adversarial interpolation backdoor detection

Spatiotemporal deep learning for behavioral biometrics

Using multimodal model consistency to detect adversarial attacks

System for measuring information leakage of deep learning models

Protecting cognitive systems from model stealing attacks

Constraining neural networks for robustness through alternative enc...

Verifiable deep learning training service

Training diverse and robust ensembles of artificial intelligence co...

Recurrent neural network based anomaly detection

Policy-based detection of anomalous control and data flow paths in...

Using multimodal model consistency to detect adversarial attacks

Determining when to perform and performing runtime binary slimming

Analytics engine for data exploration and analytics

Measuring overfitting of machine learning computer model and suscep...

Device discovery and classification from encrypted network traffic

Privacy enhancing deep learning cloud service using a trusted execu...

Deep neural network hardening framework

Self-learning peer group analysis for optimizing identity and acces...

Automatic audit logging of events in software applications performi...

Recurrent neural network based anomaly detection

Reducing attack surface by selectively collocating applications on...

Application binary rewriting to reduce binary attack surface area

Automatic generation of training data for anomaly detection using o...

Determining when to perform and performing runtime binary slimming

Detecting poisoning attacks on neural networks by activation cluste...

Two-level sequence learning for analyzing, metering, generating, an...

Using gradients to detect backdoors in neural networks

Protecting cognitive systems from model stealing attacks

Patents Applicationslast 30 patents

UNIFIED DATA CLASSIFICATION TECHNIQUES

ARCHITECTURE AGNOSTIC SOFTWARE-GENOME EXTRACTION FOR MALWARE DETECTION

USING MULTIMODAL MODEL CONSISTENCY TO DETECT ADVERSARIAL ATTACKS

GRAPH EXPLORATION FRAMEWORK FOR ADVERSARIAL EXAMPLE GENERATION

Privacy Enhancing Deep Learning Cloud Service Using a Trusted Execu...

Recurrent Neural Network Based Anomaly Detection

Spatiotemporal Deep Learning for Behavioral Biometrics

Constraining neural networks for robustness through alternative enc...

Adaptive robustness certification against adversarial examples

Dynamic Gradient Deception Against Adversarial Examples in Machine...

Detecting adversary attacks on a deep neural network (DNN)

AUTOMATIC GENERATION OF TRAINING DATA FOR ANOMALY DETECTION USING O...

ADVERSARIAL INTERPOLATION BACKDOOR DETECTION

Neural Network Robustness through Obfuscation

Determining When to Perform and Performing Runtime Binary Slimming

Analytics Engine for Data Exploration and Analytics

Using multimodal model consistency to detect adversarial attacks

Measuring Overfitting of Machine Learning Computer Model and Suscep...

REDUCING ATTACK SURFACE BY SELECTIVELY COLLOCATING APPLICATIONS ON...

Protecting Cognitive Systems from Model Stealing Attacks

Training Diverse and Robust Ensembles of Artificial Intelligence Co...

Determining When to Perform and Performing Runtime Binary Slimming

Protecting information embedded in a machine learning model

Self-Learning Peer Group Analysis for Optimizing Identity and Acces...

Policy-based detection of anomalous control and data flow paths in...

Recurrent Neural Network Based Anomaly Detection

DEVICE DISCOVERY AND CLASSIFICATION FROM ENCRYPTED NETWORK TRAFFIC

Automatic Audit Logging of Events in Software Applications Performi...

Two-Level Sequence Learning for Analyzing, Metering, Generating, an...

Verifiable Deep Learning Training Service