Inventor · disambiguated record
Changsha Ma
Also filed as: MA CHANGSHA
9 granted patents·6 pending applications·16 citations·filing 2018–2024
82Inventor score
Top patents by PatentIndex Score
15 records- 0191US11475368B2Machine learning model abstraction layer for runtime efficiencyZSCALER INC·Filed 2020·Granted Oct 18, 2022·4 cites·16 claims
- 0289US11803641B2Utilizing Machine Learning to detect malicious executable files efficiently and effectivelyZSCALER INC·Filed 2020·Granted Oct 31, 2023·3 cites·20 claims
- 0385US11755726B2Utilizing machine learning for smart quarantining of potentially malicious filesZSCALER INC·Filed 2020·Granted Sep 12, 2023·2 cites·20 claims
- 0483US11785022B2Building a Machine Learning model without compromising data privacyZSCALER INC·Filed 2020·Granted Oct 10, 2023·2 cites·20 claims
- 0580US11669779B2Prudent ensemble models in machine learning with high precision for use in network securityZSCALER INC·Filed 2019·Granted Jun 6, 2023·3 cites·17 claims
- 0677US12174956B2Pattern similarity measures to quantify uncertainty in malware classificationZSCALER INC·Filed 2019·Granted Dec 24, 2024·2 cites·16 claims
- 0774US12493691B2Utilizing machine learning for smart quarantining of potentially malicious filesZSCALER INC·Filed 2023·Granted Dec 9, 2025·0 cites·16 claims
- 0872US12111928B2Utilizing machine learning to detect malicious executable files efficiently and effectivelyZSCALER INC·Filed 2023·Granted Oct 8, 2024·0 cites·17 claims
- 0972US2025061196A1Pattern similarity measures to quantify uncertainty in malware classificationZSCALER INC·Filed 2024·Application pending·0 cites
- 1070US11861472B2Machine learning model abstraction layer for runtime efficiencyZSCALER INC·Filed 2022·Granted Jan 2, 2024·0 cites·18 claims
- 1149US2021377304A1Machine learning to determine command and control sitesZSCALER INC·Filed 2021·Application pending·0 cites
- 1246US2022083661A1Utilizing Machine Learning to detect malicious Office documentsZSCALER INC·Filed 2020·Application pending·0 cites
- 1344US2021392146A1Machine Learning-based user and entity behavior analysis for network securityZSCALER INC·Filed 2020·Application pending·0 cites
- 1442US2021377303A1Machine learning to determine domain reputation, content classification, phishing sites, and command and control sitesZSCALER INC·Filed 2021·Application pending·0 cites
- 1540US2019079965A1Apparatus and method for real time analysis, predicting and reporting of anomalous database transaction log activitySTRIIM INC·Filed 2018·Application pending·0 cites
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Identity basis: PatentsView inventor disambiguation (2025Q4-odp release). How scoring works →