Model training method and apparatus

KIM Hogyeong, H Kang, NA Hwidong… - US Patent 11,244,671, 2022 - Google Patents
(57) ABSTRACT A model training method and apparatus is disclosed, where the model
training method acquires first output data of a student model for first input data and second …

Systems and methods for training malware classifiers

M Sharif, S Shintre, K Roundy, S Bhatkar - US Patent 11,210,397, 2021 - Google Patents
The disclosed computer-implemented method for training malware classifiers may include
(1) perturbing, at a com puting device, a binary file in a manner that maintains functionality of …

System and method for de-anonymizing actions and messages on networks

GIL Offri, O Ziv, Y Altman, Y Gvili, H Shabtay… - US Patent …, 2021 - Google Patents
A traffic-monitoring system that monitors encrypted traffic exchanged between IP addresses
used by devices and a network, and further receives the user-action details that are passed …

System and method for de-anonymizing actions and messages on networks

GIL Offri, O Ziv, Y Altman, Y Gvilli, H Shabtay… - US Patent …, 2022 - Google Patents
A traffic-monitoring system that monitors encrypted traffic exchanged between IP addresses
used by devices and a network, and further receives the user-action details that are passed …

System and method for generating data sets for learning to identify user actions

Z Katzir, G Celniker, H Kovetz - US Patent 11,303,652, 2022 - Google Patents
Embodiments for generating appropriate data sets for learn ing to identify user actions. A
user uses one or more applications over a suitable period of time. As the user uses the …

System and method for generating data sets for learning to identify user actions

Z Katzir, G Celnicker, H Kovetz - US Patent 10,944,763, 2021 - Google Patents
Embodiments for generating appropriate data sets for learn ing to identify user actions. A
user uses one or more applications over a suitable period of time. As the user uses the …