PROTOCOL MODEL LEARNING AND GUIDED FIRMWARE ANALYSIS

Patent №

US 11,640,464

Granted

2023-05-02

Filed 2019

Owner

UNIVERSITY OF FLORIDA RESEARCH FOUNDATION, INC.

Lab

AI components

3

ml · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16426691

The present disclosure describes a firmware analysis system and method that can generate a collection of protocol constraints from known firmware and apply the collection of protocol constraints towards an unknown firm to recognize protocol relevant fields and detect functionality within the unknown firmware.

Machine learningKnowledge representationAI hardwareG06F 21/562G06F 21/566G06N 7/01G06N 20/00G06F 2221/033

AI classification

AI hardware1.00
Machine learning0.83
Knowledge representation0.55
Natural language0.43
Evolutionary computation0.17
Planning0.11
Speech0.00
Vision0.00

Ownership

UNIVERSITY OF FLORIDA RESEARCH FOUNDATION, INC.

assignment · 506780620

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