PATENT CLAIM ANALYSIS

Application Number: 16252421
Application Type: Utility
Filing Date: 2019-01
Publication Date: 2019-05
Patent Classification: ["726", "023000"]

Abstract:
Techniques for automatically grouping malware based on artifacts are disclosed. In some embodiments, a system, process, and/or computer program product for automatically grouping malware based on artifacts includes receiving a plurality of samples for performing automated malware analysis to generate log files based on the automated malware analysis; processing the log files to extract features associated with malware; clustering the plurality of samples based on the extracted features; and performing an action based on the clustering output.

Claim (Index 10):
The method of  claim 9 , wherein the plurality of features correspond to high-risk artifacts, and wherein each high-risk artifact is determined to be associated with a malware sample based on the automated malware analysis.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 99.0
- Lexical Diversity: 1.80851
- Patent Class: 726.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15056976', '15056974', '15056981', '15056980', '15688649']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3631863996320196
- 35 USC 102 Novelty (BERT): 0.5614954230372134
- Combined Prediction Score: 0.383017301972539
- Mean Citation Score: 368.91555
- Max Citation Score: 450.5221
- Similarity Product: 326.10400949555043

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

Dataset: test