Overly optimistic data patterns and learned adversarial latent features

SM Zoldi, SU Rahman - US Patent 11,818,147, 2023 - Google Patents
Abstract Systems, methods and computer program products for improving security of artificial
intelligence systems. The system comprising processors for monitoring one or more …

Secure messaging in a machine learning blockchain network

VB Dods, BJ Taylor, W Jack, L Alekseyev - US Patent 11,829,510, 2023 - Google Patents
US11829510B2 - Secure messaging in a machine learning blockchain network - Google
Patents US11829510B2 - Secure messaging in a machine learning blockchain network …

Method and system for generating a confidence score using deep learning model

P Ceccaldi, P Mountney, D Toth, S Cimen - US Patent 10,997,717, 2021 - Google Patents
In a system and method for analyzing images, an input image is provided to a computer and
is processed therein with a first deep learning model so as to generate an output result for …

Adversarial interpolation backdoor detection

HH Ludwig, E Chuba, B Chen, BJ Edwards… - US Patent …, 2024 - Google Patents
One or more computer processors determine a tolerance value, and a norm value
associated with an untrusted model and an adversarial training method. The one or more …

Methods for artificial neural networks

V Snell - US Patent App. 17/039,230, 2021 - Google Patents
A method for an artificial neural network including: provid ing the artificial neural network,
wherein the artificial neural network is trained to reduce the confidence of the artificial neural …

Systems and methods of training neural networks against adversarial attacks

M Singh, A Sinha, B Krishnamurthy - US Patent 11,468,314, 2022 - Google Patents
Embodiments disclosed herein describe systems, methods, and products that generate
trained neural networks that are robust against adversarial attacks. During a training phase …

System and method for detecting an adversarial attack

FJC Condessa - US Patent 11,657,153, 2023 - Google Patents
These adversarial attacks may include black box attacks, which relate to attacks based on
knowledge of the expected output of the machine learning system, and/or white-box attacks …

Recipient credentialing leveraging private keys on keystores read by provisioned devices

VB Dods, BJ Taylor, BG Nichols - US Patent 11,741,215, 2023 - Google Patents
The disclosed technology teaches an implementation for leveraging self-sovereign
credentials held on mobile devices to provision credentials that empower one party …

Methods and systems for watermarking neural networks

N Chattopadhyay, A Chattopadhyay - US Patent 12,050,671, 2024 - Google Patents
Disclosed herein is a system for watermarking a neural network, comprising memory; and at
least one processor in communication with the memory; wherein the memory stores …

Defending machine learning systems from adversarial attacks

SKS SAI, A Kumar, A Kreines, J George… - US Patent …, 2024 - Google Patents
Techniques are disclosed for detecting adversarial attacks. A machine learning (ML) system
processes the input into and output of a ML model using an adversarial detection module …