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 patentsUS11755974B2Sep 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 patentsUS9690938B1Jun 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