Inventor
MOLLOY IAN MICHAEL
US27 patents
⚠️ This page may combine multiple inventors who share the name “MOLLOY IAN MICHAEL”. Patents are grouped by organization below to help distinguish them — per-person disambiguation is on the roadmap.
IBM
24 patentsUS10902121B2Jan 26, 2021
Policy-based detection of anomalous control and data flow paths in an application program
IBM10 citations85
US10147049B2Dec 4, 2018
Automatic generation of training data for anomaly detection using other user's data samples
IBM7 citations84
US11494496B2Nov 8, 2022
Measuring overfitting of machine learning computer model and susceptibility to security threats
IBM8 citations82
US12050993B2Jul 30, 2024
Dynamic gradient deception against adversarial examples in machine learning models
IBM4 citations74
US12045713B2Jul 23, 2024
Detecting adversary attacks on a deep neural network (DNN)
IBM3 citations74
US11886989B2Jan 30, 2024
System for measuring information leakage of deep learning models
IBM5 citations74
US11675896B2Jun 13, 2023
Using multimodal model consistency to detect adversarial attacks
IBM2 citations73
US11455569B2Sep 27, 2022
Device discovery and classification from encrypted network traffic
IBM4 citations73
US12288154B2Apr 29, 2025
Adaptive robustness certification against adversarial examples
IBM2 citations72
US11783025B2Oct 10, 2023
Training diverse and robust ensembles of artificial intelligence computer models
IBM5 citations71
US11188789B2Nov 30, 2021
Detecting poisoning attacks on neural networks by activation clustering
IBM6 citations71
US12019747B2Jun 25, 2024
Adversarial interpolation backdoor detection
IBM2 citations70
US11650801B2May 16, 2023
Determining when to perform and performing runtime binary slimming
IBM2 citations69
US11977625B2May 7, 2024
Using multimodal model consistency to detect adversarial attacks
IBM0 citations62
US11171946B2Nov 9, 2021
Two-level sequence learning for analyzing, metering, generating, and cracking passwords
IBM0 citations62
US12326940B2Jun 10, 2025
Graph exploration framework for adversarial example generation
IBM0 citations60
US11221835B2Jan 11, 2022
Determining when to perform and performing runtime binary slimming
IBM0 citations58
US11262993B2Mar 1, 2022
Application binary rewriting to reduce binary attack surface area
IBM0 citations56
US10545745B2Jan 28, 2020
Application binary rewriting to reduce binary attack surface area
IBM1 citations56
US12019720B2Jun 25, 2024
Spatiotemporal deep learning for behavioral biometrics
IBM0 citations52
US10609017B2Mar 31, 2020
Two-level sequence learning for analyzing, metering, generating, and cracking passwords
IBM0 citations51
US11847555B2Dec 19, 2023
Constraining neural networks for robustness through alternative encoding
IBM0 citations49
US11277434B2Mar 15, 2022
Reducing attack surface by selectively collocating applications on host computers
IBM0 citations49
US11522880B2Dec 6, 2022
Analytics engine for data exploration and analytics
IBM0 citations47
ARKOSE LABS HOLDINGS INC
2 patentsUS11227232B2Jan 18, 2022
Automatic generation of training data for anomaly detection using other user's data samples
ARKOSE LABS HOLDINGS INC5 citations83
US11748480B2Sep 5, 2023
Policy-based detection of anomalous control and data flow paths in an application program
ARKOSE LABS HOLDINGS INC0 citations62