P

Inventor

SAXE JOSHUA DANIEL

US37 patents
⚠️ This page may combine multiple inventors who share the name “SAXE JOSHUA DANIEL”. Patents are grouped by organization below to help distinguish them — per-person disambiguation is on the roadmap.

SOPHOS LTD

20 patents
US11755974B2Sep 12, 2023

Computer augmented threat evaluation

SOPHOS LTD7 citations94
US10635813B2Apr 28, 2020

Methods and apparatus for using machine learning on multiple file fragments to identify malware

SOPHOS LTD16 citations93
US10938838B2Mar 2, 2021

Computer augmented threat evaluation

SOPHOS LTD7 citations92
US11003774B2May 11, 2021

Methods and apparatus for detection of malicious documents using machine learning

SOPHOS LTD14 citations91
US12354043B2Jul 8, 2025

Computer augmented threat evaluation

SOPHOS LTD2 citations86
US11609991B2Mar 21, 2023

Methods and apparatus for using machine learning on multiple file fragments to identify malware

SOPHOS LTD9 citations85
US11822374B2Nov 21, 2023

Methods and apparatus for detection of malicious documents using machine learning

SOPHOS LTD7 citations83
US12010129B2Jun 11, 2024

Methods and apparatus for using machine learning to classify malicious infrastructure

SOPHOS LTD9 citations81
US12204870B2Jan 21, 2025

Natural language analysis of a command line using a machine learning model to generate a natural language description of the command line

SOPHOS LTD3 citations75
US11989326B2May 21, 2024

Programmable feature extractor with anonymization

SOPHOS LTD3 citations75
US12248572B2Mar 11, 2025

Methods and apparatus for using machine learning on multiple file fragments to identify malware

SOPHOS LTD1 citations74
US11941491B2Mar 26, 2024

Methods and apparatus for identifying an impact of a portion of a file on machine learning classification of malicious content

SOPHOS LTD6 citations74
US11552962B2Jan 10, 2023

Computer assisted identification of intermediate level threats

SOPHOS LTD1 citations73
US12265526B2Apr 1, 2025

Methods and apparatus for natural language interface for constructing complex database queries

SOPHOS LTD2 citations70
US12130923B2Oct 29, 2024

Methods and apparatus for augmenting training data using large language models

SOPHOS LTD3 citations66
US12339962B2Jun 24, 2025

Methods and apparatus for detection of malicious documents using machine learning

SOPHOS LTD0 citations60
US12526289B2Jan 13, 2026

Methods and apparatus for machine learning to generate a decision tree database to identify commands similar to a command of interest

SOPHOS LTD0 citations52
US12373730B2Jul 29, 2025

Programmable feature extractor

SOPHOS LTD0 citations52
US12067120B2Aug 20, 2024

Classifier generator

SOPHOS LTD0 citations52
US12381893B2Aug 5, 2025

Rapid development of malicious content detectors

SOPHOS LTD0 citations47

INVINCEA INC

17 patents
US9690938B1Jun 27, 2017

Methods and apparatus for machine learning based malware detection

INVINCEA INC216 citations98
US9910986B1Mar 6, 2018

Methods and apparatus for machine learning based malware detection

INVINCEA INC50 citations97
US9672358B1Jun 6, 2017

Methods and apparatus for detecting malware samples with similar image sets

INVINCEA INC50 citations95
US10878093B2Dec 29, 2020

Methods and apparatus for detecting whether a string of characters represents malicious activity using machine learning

INVINCEA INC12 citations94
US10318735B2Jun 11, 2019

Methods and apparatus for detecting whether a string of characters represents malicious activity using machine learning

INVINCEA INC21 citations94
US9940459B1Apr 10, 2018

Methods and devices for detection of malware

INVINCEA INC41 citations94
US10896256B1Jan 19, 2021

Methods and apparatus for machine learning based malware detection

INVINCEA INC14 citations93
US10303875B1May 28, 2019

Methods and apparatus for machine learning based malware detection

INVINCEA INC23 citations93
US11853427B2Dec 26, 2023

Methods and apparatus for detecting whether a string of characters represents malicious activity using machine learning

INVINCEA INC5 citations86
US11544380B2Jan 3, 2023

Methods and apparatus for detecting whether a string of characters represents malicious activity using machine learning

INVINCEA INC4 citations86
US10649970B1May 12, 2020

Methods and apparatus for detection of functionality

INVINCEA INC27 citations86
US11841947B1Dec 12, 2023

Methods and apparatus for machine learning based malware detection

INVINCEA INC9 citations85
US10474818B1Nov 12, 2019

Methods and devices for detection of malware

INVINCEA INC12 citations84
US10592667B1Mar 17, 2020

Methods and apparatus for detecting malware samples with similar image sets

INVINCEA INC6 citations81
US9852297B1Dec 26, 2017

Methods and apparatus for detecting malware samples with similar image sets

INVINCEA INC2 citations70
US12367283B2Jul 22, 2025

Methods and apparatus for machine learning based malware detection

INVINCEA INC0 citations62
US12189773B2Jan 7, 2025

Methods and apparatus for detecting whether a string of characters represents malicious activity using machine learning

INVINCEA INC0 citations62