System and method for protection and detection of adversarial attacks against a classifier

K Eliran, S Blondheim, G Perry, Y HaCohen - US Patent 11,762,998, 2023 - Google Patents
A system and a method of prevention and/or detection of adversarial attacks against a
classifier may include for example: using a classifier adapted to classify data elements of a …

Defending deep generative models against adversarial attacks

M Sinn, K Levacher, A Rawat - US Patent App. 17/643,896, 2023 - Google Patents
US20230185912A1 - Defending deep generative models against adversarial attacks -
Google Patents US20230185912A1 - Defending deep generative models against …

Graph exploration framework for adversarial example generation

T Lee, K Eykholt, DL Schales, J Jang… - US Patent App. 17 …, 2023 - Google Patents
2021-11-28 Assigned to INTERNATIONAL BUSINESS MACHINES CORPORATION
reassignment INTERNATIONAL BUSINESS MACHINES CORPORATION ASSIGNMENT OF …

Methods and apparatus to defend against adversarial machine learning

SM Mathews, CR Fralick - US Patent 11,790,237, 2023 - Google Patents
Methods, apparatus, systems and articles of manufacture to defend against adversarial
machine learning are disclosed. An example apparatus includes memory; computer …

Deploying neural-trojan-resistant convolutional neural networks

RA Karam, BA Olney - US Patent 11,785,024, 2023 - Google Patents
In some implementation, a system for identifying malicious attacks on a convolutional neural
network (CNN) model includes a target computing system that performs classification of …