PATENT CLAIM ANALYSIS

Application Number: 16008374
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2018-10
Patent Classification: ["726", "024000"]

Abstract:
Disclosed are devices, systems, apparatus, methods, products, media and other implementations, including a method that includes obtaining hardware-based micro-architectural data, including hardware-based micro-architectural counter data, for a hardware device executing one or more processes, and determining based, at least in part, on the hardware-based micro-architectural data whether at least one of the one or more processes executing on the hardware device corresponds to a malicious process. In some embodiments, determining based on the hardware-based micro-architectural data whether the at least one of the one or more processes corresponds to a malicious process may include applying one or more machine-learning procedures to the hardware-based micro-architectural data to determine whether the at least one of the one or more processes corresponds to the malicious process.

Claim (Index 18):
The system of  claim 14 , wherein the antivirus engine configured to determine whether the process executing on the hardware device corresponds to one of the different anomalous processes is configured to perform one or more of:\n determine invariancy between the hardware-based micro-architectural data to the multiple data sets of micro-architectural data representative of the respective traces of activities performed by the different anomalous processes executable on the hardware device during the respective time periods to determine whether the process corresponds to the one of the different anomalous processes; or perform one of a heuristic process or a non-heuristic process on the hardware-based microarchitectural data to determine whether the process corresponds to the one of the different anomalous processes.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 94.0
- Lexical Diversity: 2.53704
- Patent Class: 726.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['14778043', '14494758', '12954454', '14707977', '14086574']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2339760351058271
- 35 USC 102 Novelty (BERT): 0.5106007825468847
- Combined Prediction Score: 0.2616385098499328
- Mean Citation Score: 178.319346
- Max Citation Score: 268.35562000000004
- Similarity Product: 199.1892690417445

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

Dataset: test