Multi-stage training of machine learning models

M Roytman, J Jacobs - US Patent 10,970,400, 2021 - Google Patents
Generation of a first prediction model is caused based on first training data, where the first
prediction model enables determining whether an exploit to be developed for software …

Method and system for reducing false positives in static source code analysis reports using machine learning and classification techniques

G Karabatis, F Cheirdari-Argiropoulos - US Patent 11,620,389, 2023 - Google Patents
This invention is a computer-implemented method and system of using a secondary
classification algorithm after using a primary source code vulnerability scanning tool to more …

Systems and methods for an at-risk system identification via analysis of online hacker community discussions

E Nunes, J Shakarian, P Shakarian… - US Patent …, 2023 - Google Patents
US11693972B2 - Systems and methods for an at-risk system identification via analysis of
online hacker community discussions - Google Patents US11693972B2 - Systems and …

Systems and methods for a text mining approach for predicting exploitation of vulnerabilities

N Tavabi, P Goyal, K Lerman, M Almukaynizi… - US Patent …, 2022 - Google Patents
US11520900B2 - Systems and methods for a text mining approach for predicting
exploitation of vulnerabilities - Google Patents US11520900B2 - Systems and methods for a …

Machine learning system for determining a security vulnerability in computer software

JM Chiarelli, WA McCormick, NE Shock… - US Patent …, 2023 - Google Patents
Methods, computer-readable media, software, and apparatuses may retrieve, from an
industry standard setting scoring system and for a vulnerability, a temporal score based on a …

Automated Prediction Of Cybersecurity Vulnerabilities

G De Nijs, M Katsevman, DM Radford… - US Patent App. 17 …, 2023 - Google Patents
Techniques are disclosed for predicting cybersecurity vulnerabilities automatically in IT
assets/targets based on known vulnerabilities of various available technologies/products …

Systems and methods for social network analysis on dark web forums to predict enterprise cyber incidents

S Sarkar, M Almukaynizi, J Shakarian… - US Patent …, 2023 - Google Patents
2020/0169483 A1* 5/2020 Kursun HO4L 63/08 2020/0356675 Al 11/2020 Shakarian et al.
2020/0364349 A1 11/2020 Nunes et al. 2020/0410028 A1 12/2020 Shaabani et al. 202 …

Techniques for analyzing network vulnerabilities

BHM Ewaida, BC Butler, A Faith, JT Ryan - US Patent 11,736,507, 2023 - Google Patents
One embodiment of the present disclosure sets forth a technique for analyzing network
vulnerabilities. The technique includes determining an address for each target device …

Selective diagnostics for computing systems

EK Lee, JY Lee, BD D'amora… - US Patent 11,151,121, 2021 - Google Patents
Method and systems for generating an adjacency matrix A and a directional relation graph
representing a relationship between one or more diagnostics. The adjacency matrix with all …