PATENT CLAIM ANALYSIS

Application Number: 16256807
Application Type: Utility
Filing Date: 2019-01
Publication Date: 2019-06
Patent Classification: ["726", "022000"]

Abstract:
Described are techniques to enable computers to efficiently determine if they should run a program based on an immediate (i.e., real-time, etc.) analysis of the program. Such an approach leverages highly trained ensemble machine learning algorithms to create a real-time discernment on a combination of static and dynamic features collected from the program, the computer's current environment, and external factors. Related apparatus, systems, techniques and articles are also described.

Claim (Index 52):
A computer-implemented method comprising:\n receiving data comprising at least one feature associated with a program; determining, based on the received data and using at least one machine learning model, whether to allow the program to execute or continue to execute; allowing at least a portion of the program to execute or continue executing if it is determined that the program is allowed to execute; and preventing at least a portion of the program from executing or continuing to execute if it is determined that the program is not allowed to execute by unloading a previously loaded module associated with at least the portion of the program.

Metadata:
- Claim Count in Document: 65.0
- Percentile: 99.0
- Lexical Diversity: 1.41379
- Patent Class: 726.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14616509', '15252106', '15615609', '14663701', '15216661']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.282717909674505
- 35 USC 102 Novelty (BERT): 0.508106695601056
- Combined Prediction Score: 0.3052567882671602
- Mean Citation Score: 199.331836
- Max Citation Score: 297.80548
- Similarity Product: 229.67417201404567

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

Dataset: test