# US 2019/0172073 A1 · System and method of a requirement, active compliance and resource management for cyber security application

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- Number: US 2019/0172073 A1
- Document ID: US20190172073A1
- Status: Published application
- Kind: A1
- Application number: 16/350,560
- Filed: 2018-12-03
- Published: 2019-06-06
- Earliest claimed: 2012-09-28
- Inventors: Rex Wiig; Angel Martinez
- Web page: https://patentgrep.com/patent/US20190172073A1

## CPC

- G06Q 30/018: Certifying business or products
- G06N 3/042: Knowledge-based neural networks; Logical representations of neural networks
- G06N 3/043: based on fuzzy logic, fuzzy membership or fuzzy inference, e.g. adaptive neuro-fuzzy inference systems [ANFIS]
- G06N 3/0499: Feedforward networks
- G06N 3/0895: Weakly supervised learning, e.g. semi-supervised or self-supervised learning
- G06N 3/09: Supervised learning
- G06N 20/00: Machine learning
- G06Q 10/06315: {Needs-based resource requirements planning or analysis}
- G06Q 10/0635: Risk analysis of enterprise or organisation activities
- G06Q 10/067: Enterprise or organisation modelling
- H04L 9/0637: {Modes of operation, e.g. cipher block chaining [CBC], electronic codebook [ECB] or Galois/counter mode [GCM]}
- H04L 9/0852: {Quantum cryptography (transmission systems employing electromagnetic waves other than radio waves, e.g. light, infrared H04B10/00; wavelength-division multiplex systems H04J14/02; WDM arrangements H04J14/03)}
- H04L 9/50: {using hash chains, e.g. blockchains or hash trees}
- G06Q: INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06N: COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- H04L: TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M)

## Abstract

A system and/or a method based on a scalable requirement, active compliance and resource management for enhancing real-time and/or near real-time Cyber security, utilizing a learning (self-learning) computer integrated with (a) one or more learning/quantum learning/fuzzy/neuro-fuzzy logic algorithms in real-time or near real-time and/or (b) one or more software agents in real-time or near real-time and/or (c) encrypted data or a set of encrypted data blocks identified with a blockchain, further coupled with a (quantum computing resistant) public key/private cryptosystem and/or semantic web and/or hardware authentication is disclosed,

## Claims

### Claim at position 1

1-40. (canceled)

### Claim 41

A method of requirement, active compliance, active detection and resource management algorithm for cyber security utilizes: a learning computer system,
wherein the learning computer system comprises: a premise computer system, or a mobile computer system, or a cloud computer system,
wherein the learning computer system further comprises: one or more hardware processors, or system on chips based on neural networks, in communication with a non-transitory computer readable medium,
wherein the non-transitory computer readable medium stores one or more software modules, including step-by-step instructions for the method of requirement, active compliance, active detection and resource management algorithm for cyber security, one or more learning algorithms, and/or quantum computing learning algorithms that are executable by the one or more hardware processors, or system on chips based on neural networks,
wherein the one or more learning algorithms, and/or quantum computing learning algorithms are coupled with learning and/or adoption and/or data analysis in any cyber security risk in real-time or near real-time,
wherein the method of requirement, active compliance, active detection and resource management algorithm comprises: steps (a), (b), (c), (d), (e), (f), (g) and (h), at least in an ordered manner or an ordered sequence,
(a) a requirement input collection algorithm or a set of step-by-step instructions for collecting a requirement of cyber security, or a requirement input data of cyber security from a data source, or an inputting device;
(b) a compliance requirement input collection algorithm or a set of step-by-step instructions for collecting compliance of cyber security, or a compliance input data of cyber security from a data source, or an inputting device;
(c) a requirement analysis algorithm or a set of step-by-step instructions for analyzing the requirement of cyber security, the requirement input data of cyber security, the compliance input data of cyber security, or the compliance of cyber security;
(d) a specification generation algorithm or a set of step-by-step instructions for generating a specification of the requirement based on the analysis of the requirement of cyber security, the requirement input data of cyber security, the compliance input data of cyber security, or the compliance of cyber security;
(e) a verification algorithm or a set of step-by-step instructions for verifying, the requirement of cyber security, the requirement input data of cyber security, the compliance input data of cyber security, or the compliance of cyber security;
(f) a fuzzy logic algorithm or a set of step-by-step instructions for accounting for inexactness of the requirement input data of cyber security, or inexactness of interpretation of the requirement input data of cyber security;
(g) an algorithm or a set of step-by-step instructions for a user behavior, or an entity behavior; and
(h) a traceability generation algorithm or a set of step-by-step instructions for tracing the requirement input data of cyber security, or the requirement output data of cyber security,
wherein the method of requirement, active compliance, active detection and resource management algorithm of cyber security is interfacing with an algorithm or a set of step-by-step instructions for analysis of a large set of data, or a set of encrypted data blocks in real-time or near real-time.

### Claim 42 (depends on 41)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 41, is further coupled with a remote browser to reduce any risk of cyber security.

### Claim 43 (depends on 42)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 42, is further coupled with a physical un-clonable function device (PUFD) to reduce any risk of cyber security, wherein the physical un-clonable function device (PUFD) comprises one or more memristors.

### Claim 44 (depends on 41)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 41, is further coupled with a semantic web to reduce any risk of cyber security.

### Claim 45 (depends on 41)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 41, is further coupled with a blockchain to reduce any risk of cyber security.

### Claim 46 (depends on 41)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 41, is further coupled with hardware authentication to reduce any risk of cyber security.

### Claim 47 (depends on 41)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 41, is further coupled with a quantum computing resistant cryptosystem.

### Claim 48 (depends on 41)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 41, further comprising: a neuro-fuzzy logic algorithm or a set of step-by-step instructions to account for inexactness of data analysis.

### Claim 49 (depends on 41)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 41, is further coupled with a set of step-by-step instructions for a continuous risk, or trust assessment of cyber security.

### Claim 50 (depends on 41)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 41, is further coupled with a set of step-by-step instructions for identifying a risk, when the requirement of cyber security changes.

### Claim 51 (depends on 41)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 41, is further coupled with one more software agents, wherein the one software agent is coupled with the learning computer system.

### Claim 52

A method of requirement, active compliance, active detection and resource management algorithm for cyber security utilizes: a learning computer system,
wherein the learning computer system comprises: a premise computer system, or a mobile computer system, or a cloud computer system,
wherein the learning computer system further comprises: one or more hardware processors, or system on chips based on neural networks, in communication with a non-transitory computer readable medium,
wherein the non-transitory computer readable medium stores one or more software modules, including step-by-step instructions for the method of requirement, active compliance, active detection and resource management algorithm for cyber security, one or more learning algorithms, and/or quantum computing learning algorithms, and/or one or more software agents, that are executable by the one or more hardware processors, or system on chips based on neural networks,
wherein the one or more learning algorithms, and/or quantum computing learning algorithms are coupled with learning and/or adoption and/or data analysis in any cyber security risk in real-time or near real-time,
wherein the one software agent is coupled with the learning computer,
wherein the one or more software agents are coupled to search the Internet for cyber security risk in real-time or near real-time,
wherein the method of requirement, active compliance, active detection and resource management algorithm comprises: steps (a), (b), (c), (d), (e), (f), (g) and (h), at least in an ordered manner or an ordered sequence,
(a) a requirement input collection algorithm or a set of step-by-step instructions for collecting a requirement of cyber security, or a requirement input data of cyber security from a data source, or an inputting device;
(b) a compliance requirement input collection algorithm or a set of step-by-step instructions for collecting compliance of cyber security, or a compliance input data of cyber security from a data source, or an inputting device;
(c) a requirement analysis algorithm or a set of step-by-step instructions for analyzing the requirement of cyber security, the requirement input data of cyber security, the compliance input data of cyber security, or the compliance of cyber security;
(d) a specification generation algorithm or a set of step-by-step instructions for generating a specification of the requirement based on the analysis of the requirement of cyber security, the requirement input data of cyber security, the compliance input data of cyber security, or the compliance of cyber security;
(e) a verification algorithm or a set of step-by-step instructions for verifying, the requirement of cyber security, the requirement input data of cyber security, the compliance input data of cyber security, or the compliance of cyber security;
(f) a fuzzy logic algorithm or a set of step-by-step instructions for accounting for inexactness of the requirement input data of cyber security, or inexactness of interpretation of the requirement input data of cyber security;
(g) an algorithm or a set of step-by-step instructions for a user behavior, or an entity behavior; and
(h) a traceability generation algorithm or a set of step-by-step instructions for tracing the requirement input data of cyber security, or the requirement output data of cyber security,
wherein the method of requirement, active compliance, active detection and resource management algorithm of cyber security is interfacing with a semantic web, and an algorithm or a set of step-by-step instructions for analysis of a large set of data.

### Claim 53 (depends on 52)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 52, is further coupled with a remote browser to reduce any risk of cyber security.

### Claim 54 (depends on 53)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 53, is further coupled with a physical un-clonable function device (PUFD) to reduce any risk of cyber security, wherein the physical un-clonable function device (PUFD) comprises one or more memristors.

### Claim 55 (depends on 52)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 52, is further coupled with a blockchain to reduce any risk of cyber security.

### Claim 56 (depends on 52)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 52, is further coupled with hardware authentication to reduce any risk of cyber security.

### Claim 57 (depends on 52)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 52, is further coupled with a quantum computing resistant cryptosystem.

### Claim 58 (depends on 52)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 52, further comprising: a neuro-fuzzy logic algorithm or a set of step-by-step instructions to account for inexactness of data analysis.

### Claim 59 (depends on 52)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 52, is further coupled with a set of step-by-step instructions for a continuous risk, or trust assessment of cyber security.

### Claim 60 (depends on 52)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 52, is further coupled with a set of step-by-step instructions for identifying a risk, when the requirement of cyber security changes.

### Claim 61

A method of requirement, active compliance, active detection and resource management algorithm for cyber security utilizes: a learning computer system,
wherein the learning computer system comprises: a premise computer system, or a mobile computer system, or a cloud computer system,
wherein the learning computer system further comprises: one or more hardware processors, or system on chips based on neural networks, in communication with a non-transitory computer readable medium,
wherein the non-transitory computer readable medium stores one or more software modules, including step-by-step instructions for the method of requirement, active compliance, active detection and resource management algorithm for cyber security, one or more learning algorithms, and/or quantum computing learning algorithms that are executable by the one or more hardware processors, or system on chips based on neural networks,
wherein the one or more learning algorithms, and/or quantum computing learning algorithms are coupled with learning and/or adoption and/or data analysis in any cyber security risk in real-time or near real-time,
wherein the method of requirement, active compliance, active detection and resource management algorithm comprises: steps (a), (b), (c), (d), (e) and (f), at least in an ordered manner or an ordered sequence,
(a) a compliance requirement input collection algorithm or a set of step-by-step instructions for collecting compliance of cyber security, or a compliance input data of cyber security from a data source, or an inputting device;
(b) a verification algorithm or a set of step-by-step instructions for verifying the compliance input data of cyber security, or the compliance of cyber security;
(c) a neuro-fuzzy logic algorithm or a set of step-by-step instructions for accounting for inexactness of the compliance input data of cyber security, or the compliance of cyber security;
(d) an algorithm or a set of step-by-step instructions for a user behavior, or an entity behavior;
(e) an algorithm or a set of step-by-step instructions for assigning a deceptive network credential in real-time or near real-time; and
(f) a traceability generation algorithm or a set of step-by-step instructions for tracing the compliance input data of cyber security, or the compliance of cyber security,
wherein the method of requirement, active compliance, active detection and resource management algorithm of cyber security is interfacing with an algorithm or a set of step-by-step instructions for analysis of a large set of data, and a set of encrypted data blocks.

### Claim 62 (depends on 61)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 61, is further coupled with a remote browser to reduce any risk of cyber security.

### Claim 63 (depends on 62)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 62, is further coupled with a physical un-clonable function device (PUFD) to reduce any risk of cyber security, wherein the physical un-clonable function device (PUFD) comprises one or more memristors.

### Claim 64 (depends on 61)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 61, is further coupled with a semantic web to reduce any risk of cyber security.

### Claim 65 (depends on 61)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 61, is further coupled with a blockchain to reduce any risk of cyber security.

### Claim 66 (depends on 61)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 61, is further coupled with hardware authentication to reduce any risk of cyber security.

### Claim 67 (depends on 61)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 61, is further coupled with a quantum computing resistant cryptosystem.

### Claim 68 (depends on 61)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 61, further comprising: a neuro-fuzzy logic algorithm or a set of step-by-step instructions to account for inexactness of data analysis.

### Claim 69 (depends on 61)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 61, is further coupled with a set of step-by-step instructions for a continuous risk, or trust assessment of cyber security.

### Claim 70 (depends on 61)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 61, is further coupled with a set of step-by-step instructions for identifying a risk, when the requirement of cyber security changes.

### Claim 71 (depends on 61)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 61, is further coupled with one more software agents to search the Internet for cyber security risk in real-time or near real-time, wherein the one software agent is coupled with the learning computer system.

### Claim 72

A method of requirement, active compliance, active detection and resource management algorithm for cyber security utilizes: a learning computer system,
wherein the learning computer system comprises: a premise computer system, or a mobile computer system, or a cloud computer system,
wherein the learning computer system further comprises: one or more hardware processors, or system on chips based on neural networks, in communication with a non-transitory computer readable medium,
wherein the non-transitory computer readable medium stores one or more software modules, including step-by-step instructions for the method of requirement, active compliance, active detection and resource management algorithm for cyber security, one or more learning algorithms, and/or quantum computing learning algorithms that are executable by the one or more hardware processors, or system on chips based on neural networks,
wherein the one or more learning algorithms, and/or quantum computing learning algorithms are coupled with learning and/or adoption and/or data analysis in any cyber security risk in real-time or near real-time,
wherein the method of requirement, active compliance, active detection and resource management algorithm comprises: steps (a), (b) and (c), at least in an ordered manner or an ordered sequence,
(a) an algorithm or a set of step-by-step instructions for a user behavior, or an entity behavior;
(b) an algorithm or a set of step-by-step instructions for a deceptive network credential in real-time or near real-time; and
(c) an algorithm or a set of step-by-step instructions for a continuous risk, or trust assessment of cyber security in real-time or near real-time;
wherein the method of requirement, active compliance, active detection and resource management algorithm of cyber security is coupled with hardware authentication to reduce any risk of cyber security,
wherein the method of requirement, active compliance, active detection and resource management algorithm of cyber security is further coupled with a semantic web, and an algorithm or a set of step-by-step instructions for analysis of a large set of data.

### Claim 73 (depends on 72)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 72, is further interfacing with an algorithm or a set of step-by-step instructions for analysis of a large set of data in real-time or near real-time.

### Claim 74 (depends on 72)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 72, is further interfacing with a set of encrypted data blocks in real-time or near real-time.

### Claim 75 (depends on 72)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 72, is further coupled with one more software agents to search the Internet for cyber security risk in real-time or near real-time, wherein the one software agent is coupled with the learning computer system.

### Claim 76 (depends on 72)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 72, is further coupled with a remote browser to reduce any risk of cyber security.

### Claim 77 (depends on 76)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 76, is further coupled with a physical un-clonable function device (PUFD) to reduce any risk of cyber security, wherein the physical un-clonable function device (PUFD) comprises one or more memristors.

### Claim 78 (depends on 72)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 72, is further coupled with a blockchain to reduce any risk of cyber security.

### Claim 79 (depends on 72)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 72, is further coupled with a quantum computing resistant cryptosystem.

### Claim 80 (depends on 72)

The method of requirement, active compliance, active detection and resource management algorithm for cyber security in claim 72, further comprising: a neuro-fuzzy logic algorithm or a set of step-by-step instructions to account for inexactness of data analysis.