Dark web content analysis and identification

K Mannar, TH Lim, CW Wu, F Fortunata - US Patent 11,403,349, 2022 - Google Patents
In some examples, dark web content analysis and identifi cation may include ascertaining
data that includes text and images, and analyzing the data by performing deep learning …

Privacy-preserving machine learning

G Karame, GA Marson, H Moellering - US Patent 11,470,053, 2022 - Google Patents
A computer-implemented method of instantiating a machine learning model with a host
processing system is provided. The host processing system includes a trusted execution …

System and methods for reducing the cybersecurity risk of an organization by verifying compliance status of vendors, products and services

S Amar - US Patent 11,611,590, 2023 - Google Patents
A system and methods for determining the degree to which a vendor, supplier, or company's
compliance or lack of compliance with a specific regulation or requirement contributes to, or …

Error factor estimation device and error factor estimation method

Y Yoshida, M Ishikawa, F Sasajima, M Takano… - US Patent …, 2024 - Google Patents
An error cause estimation device comprising: a data pre-processing unit that uses data to be
processed and generates training data that has an appropriate format for input to a machine …

Protection of neural networks by obfuscation of neural network architecture

ME Marson, MA Hamburg, H Handschuh - US Patent 12,056,219, 2024 - Google Patents
Aspects of the present disclosure involve implementations that may be used to protect
neural network models against adversarial attacks by obfuscating neural network operations …

Memory device to train neural networks

VS Ramesh - US Patent App. 15/931,664, 2021 - Google Patents
BACKGROUND [0002] Memory devices are typically provided as internal, semiconductor,
integrated circuits in computers or other electronic systems. There are many different types …

Federated private adversarial training

NM Tran, M Sinn, S Braghin - US Patent 12,118,119, 2024 - Google Patents
One or more computer processors transmit a machine learning model and an associated
loss function to a worker, wherein the worker isolates private data. The one or more …

System architecture based on SoC FPGA for edge artificial intelligence computing

GT Jennings, J Liu - US Patent 11,544,544, 2023 - Google Patents
(57) ABSTRACT A system architecture based on SoC FPGA for edge artificial intelligence
computing includes an MCU subsystem and an FPGA subsystem. The FPGA subsystem …

Generative AI model protection using sidecars

K Yeung, J Martin - US Patent 12,229,265, 2025 - freepatentsonline.com
Data characterizing a prompt for ingestion by a first generative AI model is received. This
received data is input into a second GenAI model to result in a second output. The first …

Prompt injection classifier using intermediate results

A Kawasaki, A Davis - US Patent 12,107,885, 2024 - Google Patents
An analysis engine receives data characterizing a prompt for ingestion by a generative
artificial intelligence (GenAI) model. An intermediate result of the GenAI model or a proxy of …