PATENT CLAIM ANALYSIS

Application Number: 15905341
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-06
Patent Classification: ["726", "023000"]

Abstract:
Methods and systems for malicious non-human user detection on computing devices are described. The method includes collecting, by a processing device, raw data corresponding to a user action, converting, by the processing device, the raw data to features, wherein the features represent characteristics of a human user or a malicious code acting as if it were the human user, and comparing, by the processing device, at least one of the features against a corresponding portion of a characteristic model to differentiate the human user from the malicious code acting as if it were the human user.

Claim (Index 31):
The non-transitory computer readable storage medium comprising instructions of  claim 27 , wherein collecting the data corresponding to the action further comprises receiving the data from an input device.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 88.0
- Lexical Diversity: 2.01887
- Patent Class: 726.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14957485', '14802531', '11834883', '14057730', '14798881']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2097536149659246
- 35 USC 102 Novelty (BERT): 0.5091734704486176
- Combined Prediction Score: 0.2396956005141939
- Mean Citation Score: 144.45510339999996
- Max Citation Score: 243.43575
- Similarity Product: 160.85495323128998

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