Inventor · Irvine, CA, US

Derek A. Soeder

46Patents
8h-index
25Co-inventors
71Inventor score

Filing activity: Nov 4, 2010 → Dec 18, 2020

Most-cited inventions

PatentTitleAreaCited byStatus
US9705904B1 Neural attention mechanisms for malware analysis Physics 69 Active
US8578487B2 System and method for internet security Physics 33 Active
US9721097B1 Neural attention mechanisms for malware analysis Physics 33 Active
US8930916B1 Generation of API call graphs from static disassembly Physics 30 Active
US9465940B1 Wavelet decomposition of software entropy to identify malware Physics 28 Active
US9262296B1 Static feature extraction from structured files Physics 17 Active
US9116717B2 Run-time interception of software methods Physics 9 Active
US9378012B2 Generation of API call graphs from static disassembly Physics 9 Active
US9946876B2 Wavelet decomposition of software entropy to identify malware Physics 7 Active
US10922604B2 Training a machine learning model for analysis of instruction sequences Physics 6 Active
US9495633B2 Recurrent neural networks for malware analysis Physics 5 Active
US10637874B2 Container file analysis using machine learning model Physics 5 Active
US11074494B2 Machine learning model for analysis of instruction sequences Physics 5 Active
US11381580B2 Machine learning classification using Markov modeling Electricity 4 Active
US10235518B2 Application execution control utilizing ensemble machine learning for discernment Electricity 3 Active
US10635415B2 Run-time interception of software methods Physics 3 Active
US10652252B2 Machine learning classification using Markov modeling Electricity 3 Active
US11657317B2 Automated systems and methods for generative multimodel multiclass classification and similarity analysis using machine learning Physics 2 Active
US11188646B2 Training a machine learning model for container file analysis Physics 2 Active
US10191831B2 Macro-script execution control Physics 2 Active
US10824572B2 Memory space protection Physics 2 Active
US9959276B2 Static feature extraction from structured files Physics 2 Active
US10157279B2 Malware detection Physics 1 Active
US10503901B2 Training a machine learning model for container file analysis Physics 1 Active
US10558804B2 Recurrent neural networks for malware analysis Physics 1 Active

Source: USPTO / EPO open patent data. Inventor disambiguation is heuristic; counts are objective bibliographic measures.