Inventor · disambiguated record
Ian M. Molloy
Also filed as: MOLLOY IAN · MOLLOY IAN M · MOLLOY IAN MICHAEL
63 granted patents·15 pending applications·412 citations·filing 2008–2024
98Inventor score
Top patents by PatentIndex Score
78 records- 0197US10108803B2Automatic generation of data-centric attack graphsIBM·Filed 2016·Granted Oct 23, 2018·29 cites·20 claims
- 0297US9246945B2Techniques for reconciling permission usage with security policy for policy optimization and monitoring continuous complianceIBM·Filed 2013·Granted Jan 26, 2016·49 cites·25 claims
- 0395US12050993B2Dynamic gradient deception against adversarial examples in machine learning modelsIBM·Filed 2020·Granted Jul 30, 2024·4 cites·20 claims
- 0495US9686275B2Correlating cognitive biometrics for continuous identify verificationIBM·Filed 2014·Granted Jun 20, 2017·31 cites·19 claims
- 0594US11783025B2Training diverse and robust ensembles of artificial intelligence computer modelsIBM·Filed 2020·Granted Oct 10, 2023·5 cites·20 claims
- 0694US9288232B2Techniques for reconciling permission usage with security policy for policy optimization and monitoring continuous complianceIBM·Filed 2013·Granted Mar 15, 2016·20 cites·8 claims
- 0794US9137263B2Generating role-based access control policies based on discovered risk-averse rolesIBM·Filed 2013·Granted Sep 15, 2015·20 cites·19 claims
- 0893US11494496B2Measuring overfitting of machine learning computer model and susceptibility to security threatsIBM·Filed 2020·Granted Nov 8, 2022·8 cites·20 claims
- 0992US12045713B2Detecting adversary attacks on a deep neural network (DNN)IBM·Filed 2020·Granted Jul 23, 2024·3 cites·18 claims
- 1092US10902121B2Policy-based detection of anomalous control and data flow paths in an application programIBM·Filed 2017·Granted Jan 26, 2021·10 cites·18 claims
- 1192US10375119B2Dynamic multi-factor authentication challenge generationIBM·Filed 2016·Granted Aug 6, 2019·11 cites·16 claims
- 1292US9769208B2Inferring security policies from semantic attributesIBM·Filed 2015·Granted Sep 19, 2017·12 cites·17 claims
- 1391US11443182B2Privacy enhancing deep learning cloud service using a trusted execution environmentIBM·Filed 2018·Granted Sep 13, 2022·12 cites·20 claims
- 1491US10147049B2Automatic generation of training data for anomaly detection using other user's data samplesIBM·Filed 2015·Granted Dec 4, 2018·7 cites·20 claims
- 1590US11301563B2Recurrent neural network based anomaly detectionIBM·Filed 2019·Granted Apr 12, 2022·8 cites·18 claims
- 1690US10535120B2Adversarial learning of privacy protection layers for image recognition servicesIBM·Filed 2017·Granted Jan 14, 2020·12 cites·19 claims
- 1790US10503911B2Automatic generation of data-centric attack graphsINT BUSINESS MACHINES COPRORATION·Filed 2018·Granted Dec 10, 2019·11 cites·20 claims
- 1889US11650801B2Determining when to perform and performing runtime binary slimmingIBM·Filed 2021·Granted May 16, 2023·2 cites·18 claims
- 1989US11227232B2Automatic generation of training data for anomaly detection using other user's data samplesARKOSE LABS HOLDINGS INC·Filed 2018·Granted Jan 18, 2022·5 cites·20 claims
- 2089US11023593B2Protecting cognitive systems from model stealing attacksIBM·Filed 2017·Granted Jun 1, 2021·9 cites·18 claims
- 2189US10657259B2Protecting cognitive systems from gradient based attacks through the use of deceiving gradientsIBM·Filed 2017·Granted May 19, 2020·16 cites·20 claims
- 2288US11816575B2Verifiable deep learning training serviceIBM·Filed 2018·Granted Nov 14, 2023·9 cites·19 claims
- 2388US9852208B2Discovering communities and expertise of users using semantic analysis of resource access logsIBM·Filed 2014·Granted Dec 26, 2017·11 cites·16 claims
- 2488US9137265B2Generating role-based access control policies based on discovered risk-averse rolesIBM·Filed 2013·Granted Sep 15, 2015·9 cites·20 claims
- 2587US11675896B2Using multimodal model consistency to detect adversarial attacksIBM·Filed 2020·Granted Jun 13, 2023·2 cites·21 claims
- 2685US12288154B2Adaptive robustness certification against adversarial examplesIBM·Filed 2020·Granted Apr 29, 2025·2 cites·29 claims
- 2785US12019747B2Adversarial interpolation backdoor detectionIBM·Filed 2020·Granted Jun 25, 2024·2 cites·17 claims
- 2885US11443178B2Deep neural network hardening frameworkIBM·Filed 2017·Granted Sep 13, 2022·7 cites·19 claims
- 2985US11188789B2Detecting poisoning attacks on neural networks by activation clusteringIBM·Filed 2018·Granted Nov 30, 2021·6 cites·20 claims
- 3085US10891371B2Detecting malicious user activityIBM·Filed 2019·Granted Jan 12, 2021·3 cites·18 claims
- 3185US10341372B2Clustering for detection of anomalous behavior and insider threatIBM·Filed 2017·Granted Jul 2, 2019·6 cites·18 claims
- 3284US9558347B2Detecting anomalous user behavior using generative models of user actionsGLOBALFOUNDRIES INC·Filed 2013·Granted Jan 31, 2017·13 cites·16 claims
- 3383US8983877B2Role mining with user attribution using generative modelsCHARI SURESH N·Filed 2012·Granted Mar 17, 2015·15 cites·21 claims
- 3482US11886989B2System for measuring information leakage of deep learning modelsIBM·Filed 2018·Granted Jan 30, 2024·5 cites·15 claims
- 3581US11455569B2Device discovery and classification from encrypted network trafficIBM·Filed 2019·Granted Sep 27, 2022·4 cites·17 claims
- 3679US11132444B2Using gradients to detect backdoors in neural networksIBM·Filed 2018·Granted Sep 28, 2021·4 cites·20 claims
- 3779US9264451B2Generation of attribute based access control policy from existing authorization systemIBM·Filed 2014·Granted Feb 16, 2016·9 cites·25 claims
- 3877US11416771B2Self-learning peer group analysis for optimizing identity and access management environmentsIBM·Filed 2019·Granted Aug 16, 2022·5 cites·18 claims
- 3977US10599837B2Detecting malicious user activityIBM·Filed 2016·Granted Mar 24, 2020·2 cites·18 claims
- 4076US11977625B2Using multimodal model consistency to detect adversarial attacksIBM·Filed 2023·Granted May 7, 2024·0 cites·21 claims
- 4174US10482265B2Data-centric monitoring of compliance of distributed applicationsIBM·Filed 2015·Granted Nov 19, 2019·2 cites·16 claims
- 4271US10540490B2Deep learning for targeted password generation with cognitive user information understandingIBM·Filed 2017·Granted Jan 21, 2020·1 cites·20 claims
- 4369US11775637B2Recurrent neural network based anomaly detectionIBM·Filed 2022·Granted Oct 3, 2023·0 cites·20 claims
- 4468US2022121995A1Automatic generation of training data for anomaly detection using other user's data samplesARKOSE LABS HOLDINGS INC·Filed 2021·Application pending·0 cites
- 4567US10545745B2Application binary rewriting to reduce binary attack surface areaIBM·Filed 2018·Granted Jan 28, 2020·1 cites·16 claims
- 4667US10097544B2Protection and verification of user authentication credentials against server compromiseIBM·Filed 2016·Granted Oct 9, 2018·1 cites·17 claims
- 4767US2022269942A1Privacy Enhancing Deep Learning Cloud Service Using a Trusted Execution EnvironmentIBM·Filed 2022·Application pending·0 cites
- 4866US11372997B2Automatic audit logging of events in software applications performing regulatory workloadsIBM·Filed 2020·Granted Jun 28, 2022·0 cites·22 claims
- 4964US11853436B2Protecting cognitive systems from model stealing attacksIBM·Filed 2021·Granted Dec 26, 2023·0 cites·18 claims
- 5062US11748480B2Policy-based detection of anomalous control and data flow paths in an application programARKOSE LABS HOLDINGS INC·Filed 2020·Granted Sep 5, 2023·0 cites·21 claims
Showing the top 50 of 78 patent records by PatentIndex Score.
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