Solution-Centric Reporting of Security Warnings

Patent №

US 9,729,569

Granted

2017-08-08

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14692226

A new paradigm for security analysis is provided by transitioning code analysis reporting from the problem space (the warnings themselves), to a solution space (potential solutions to the identified problems). Thus, instead of reporting raw findings to the user, the automated system as described here outputs proposed solutions to eliminate the defects identified in the security analysis. A consequence of this approach is that the report generated by the analysis tool is much more consumable, and thus much more actionable. Preferably, the report provides the user with one or more candidate location(s) at which to apply a fix to an identified security problem. These locations preferably are identified by processing overlapping nodes to identify one or more solution groupings that represent an API for a sanitization fix. The report also includes one or more recommendations for the fix, and preferably the report is generated on a per-vulnerability type basis.

AI classification

Planning1.00
Knowledge representation1.00
Machine learning0.99
Natural language0.71
Evolutionary computation0.31
AI hardware0.20
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 360140789

Assignors

TEILHET, STEPHEN DARWIN, DUER, KRISTOFER ALYN, PEYTON, JOHN THOMAS, JR., TRIPP, OMER

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

From the same owner

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