EVALUATING AND MODIFYING COUNTERMEASURES BASED ON AGGREGATE TRANSACTION STATUS

Patent №

US 11,171,925

Granted

2021-11-09

Filed 2019

Owner

SHAPE SECURITY, INC.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16533717

Techniques are provided for evaluating and modifying countermeasures based on aggregate transaction status. A first expression pattern is determined that occurs in each of first response messages served by the web server system in response to successful transactions of the transaction type. A second expression pattern is determined that occurs in each of second response messages served by the web server system in response to non-successful transactions of the transaction type requested. Aa status is determined for each of a plurality of transactions of the transaction type based on matching the first expression pattern or the second expression pattern to response messages served by the web server system. Aggregate status information for the transaction type based on the status for the set of operations is updated. Based on a change in the aggregate status information, a set of one or more security countermeasures is updated.

Machine learningKnowledge representationPlanningAI hardwareH04L 63/0281H04L 63/1416H04L 63/1483H04L 63/20H04L 63/306H04L 67/535H04L 67/568H04L 63/168

AI classification

Knowledge representation1.00
Planning0.98
Machine learning0.98
AI hardware0.70
Natural language0.11
Evolutionary computation0.01
Vision0.00
Speech0.00

Ownership

SHAPE SECURITY, INC.

assignment · 499810284

Assignors

YANG, SIYING, CALL, JUSTIN D

On an employer assignment, the assignors are typically the inventors.

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