PATENT CLAIM ANALYSIS

Application Number: 15982229
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-09
Patent Classification: ["726", "023000"]

Abstract:
Disclosed are devices, systems, apparatus, methods, products, media and other implementations, including a method that includes obtaining current hardware performance data, including hardware performance counter data, for a hardware device executing a first process associated with pre-recorded hardware performance data representative of the first process' normal behavior, and determining whether a malicious process is affecting performance of the first process based on a determination of an extent of deviation of the obtained current hardware performance data corresponding to the first process from the pre-recorded hardware performance data representative of the normal behavior of the first process.

Claim (Index 19):
The system of  claim 15 , wherein the antivirus engine configured to determine the extent of deviation of the obtained current hardware data from the pre-recorded hardware data is configured to:\n apply one or more machine-learning procedures, trained using the pre-recorded hardware data representative of the normal time-series trace of micro-architectural events corresponding to the normal behavior of the first process, to the current hardware data to determine whether the current hardware data for the hardware device executing the first process deviates from the pre-recorded hardware data for the first process.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 93.0
- Lexical Diversity: 2.01887
- Patent Class: 726.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['14778043', '14707977', '14042489', '13161950', '14086574']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2951701233156023
- 35 USC 102 Novelty (BERT): 0.5428800400034656
- Combined Prediction Score: 0.3199411149843886
- Mean Citation Score: 199.72815
- Max Citation Score: 397.16284
- Similarity Product: 337.2355101121569

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