PATENT CLAIM ANALYSIS

Application Number: 16115430
Application Type: Utility
Filing Date: 2018-08
Publication Date: 2019-01
Patent Classification: ["726", "023000"]

Abstract:
A protection application detects and remediates malicious files on a client. The protection application trains models using known samples of static clean files, and the models characterize features of the clean files. A model may be selected based on metadata obtained from a target file. By processing features of the clean files and features of the target file, the model may generate an anomaly score indicating a level of dissimilarity between the target file and the sample. The protection application compares the anomaly score to one or more threshold scores to classify the target file. Additionally, the target file may be provided to a security server to check against a whitelist or blacklist for classification. Responsive to a classification as malicious, the protection application remediates the target file on the client.

Claim (Index 6):
The method of  claim 1 , wherein remediating the file by the client comprises:\n providing, to a user of the client, an option to remove the file from the client.

Metadata:
- Claim Count in Document: 7.0
- Percentile: 96.0
- Lexical Diversity: 2.15152
- Patent Class: 726.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15603337', '13780663', '12944121', '12699183', '15895673']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2558375553190708
- 35 USC 102 Novelty (BERT): 0.5484430203200011
- Combined Prediction Score: 0.2850981018191638
- Mean Citation Score: 230.029538
- Max Citation Score: 416.32028
- Similarity Product: 232.34588542665244

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