Derek A. Soeder

Memory space protection

Machine learning model for malware dynamic analysis

Container file analysis using machine learning model

Malware detection

Machine learning classification using Markov modeling

Shellcode detection

Avoidance of malicious content in nested files

Static feature extraction from structured files

Application execution control utilizing ensemble machine learning for discernment

Malware detection

Macro-script execution control

Isolating data for analysis to avoid malicious attacks

Static feature extraction from structured files

Shellcode detection

Recurrent neural networks for malware analysis

Memory space protection

Automated systems and methods for generative multimodel multiclass classification and similarity analysis using machine learning

Avoidance of malicious content in nested files

Macro-script execution control

Isolating data for analysis to avoid malicious attacks

Transaction terminal malware detection and prevention

Neural attention mechanisms for malware analysis

Neural attention mechanisms for malware analysis

Malware detection

Wavelet decomposition of software entropy to identify malware

Recurrent neural networks for malware analysis

Run-time interception of software methods

Recurrent neural networks for malware analysis

Wavelet decomposition of software entropy to identify malware

Generation of API call graphs from static disassembly

Static feature extraction from structured files

Static feature extraction from structured files

Application execution control utilizing ensemble machine learning for discernment

Generation of API call graphs from static disassembly

Generation of API call graphs from static disassembly

Automated System For Generative Multimodel Multiclass Classification And Similarity Analysis Using Machine Learning