PATENT CLAIM ANALYSIS

Application Number: 15774819
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-11
Patent Classification: ["717", "128000"]

Abstract:
Examples disclosed herein relate to classification models for binary code data. Some of the examples enable obtaining changed binary code data and unchanged binary code data, and generating, using a machine-leaning algorithm, a classification model based on training data that comprises the changed binary code data and the unchanged binary code data.

Claim (Index 7):
A non-transitory machine-readable storage medium comprising instructions executable by a processor of a computing device for generating a classification model for binary code data, the machine-readable storage medium comprising:\n instructions to identify a classification model that is generated based on training data comprising: (i) a first pair of binary code files produced by compiling a first pair of source code files that have a portion that is different from each other, and (ii) a second pair of binary code files produced by compiling a second pair of source code files that are identical; instructions to obtain a third pair of binary code files to be classified using the classification model; and instructions to determine, using the classification model, whether the third pair of binary code files is classified into a first classification group that includes the first pair of binary code files or a second classification group that includes the second pair of binary code files.

Metadata:
- Claim Count in Document: 35.0
- Percentile: 93.0
- Lexical Diversity: 1.72727
- Patent Class: 717.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15410599', '11740722', '13491148', '11866097', '10677129']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3487403221887459
- 35 USC 102 Novelty (BERT): 0.4727781363232856
- Combined Prediction Score: 0.3611441036021999
- Mean Citation Score: 123.883132
- Max Citation Score: 128.10771
- Similarity Product: 94.8551808144182

Labels:
- Claim Label 101: 0
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 0
- Label 101 Adjusted: 0

Dataset: test