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 15):
The system of  claim 14 , wherein the hardware-based micro-architectural data comprises hardware-based time-varying micro-architectural counter data, wherein the time-varying micro-architectural counter data measures events that occur on one or more circuits of the hardware device, with the events being internal to one or more processors executing the process, the events being counted on one or more counters of the one or more processors, and the one or more counters being configured to count the events.

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): 0.2331285098757754
- 35 USC 102 Novelty (BERT): 0.51644387764984
- Combined Prediction Score: 0.2614600466531819
- Mean Citation Score: 178.319346
- Max Citation Score: 268.35562000000004
- Similarity Product: 179.68471965994362

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

Dataset: test