Description:Field of the Invention

The disclosure pertains to cybersecurity, and more particularly to a quantum-enhanced cyber forensic system that employs quantum computing for data analysis and security in digital environments..
Background
The background description includes information that may be useful in understanding the present invention. It is not an admission that any of the information provided herein is prior art or relevant to the presently claimed invention, or that any publication specifically or implicitly referenced is prior art.
The domain of cybersecurity has become increasingly intricate with the advent of sophisticated computing technologies. Conventional cyber forensic systems, while adept at handling standard digital data, encounter limitations when analyzing exponentially large datasets and protecting against advanced cyber threats. With the exponential growth of digital data and the rise of quantum computing, there is a pressing demand for enhanced cybersecurity measures capable of not only analyzing large volumes of data swiftly and efficiently but also providing security measures robust against emerging quantum threats.
The utilization of quantum computing in cyber forensics marks a significant leap in this realm. Quantum computing boasts unparalleled processing capabilities, enabling the analysis of large data sets at speeds unattainable by classical computers. This enhanced processing power is crucial for executing complex machine learning algorithms and simulations, making it a critical asset in identifying subtle patterns or anomalies indicative of cyber threats, which may otherwise remain undetected.
The integration of a quantum memory unit coupled with a quantum processor further accentuates the efficiency of data handling. This synergy allows for the rapid storage and retrieval of vast amounts of data, significantly expediting the forensic analysis process. Moreover, the robustness of quantum error correction protocols provides a reliable means of retrieving information from corrupted data storage, a common obstacle in cyber forensic investigations.
In anticipation of the quantum era, the adoption of quantum-resistant cryptographic techniques is indispensable. These methods are designed to withstand the advanced capabilities of quantum computers, which could otherwise compromise traditional encryption protocols. The implementation of quantum-resistant cryptography ensures that sensitive data remains secure, even in the face of sophisticated quantum computing attacks.
Complementing these security measures is the inclusion of a quantum key distribution mechanism. This mechanism leverages the principles of quantum mechanics to facilitate the secure exchange of cryptographic keys. Quantum key distribution is renowned for its ability to detect any interception attempts, thereby offering a supremely secure communication channel that is vital for the transfer of sensitive forensic data.
In light of these advancements, the development of a quantum-enhanced cyber forensic system addresses the twin challenges of managing large-scale data analysis and fortifying cyber defenses in an era poised for quantum revolution. By harnessing the potential of quantum technologies, such a system not only enhances the capabilities of cyber forensic analysis but also provides a forward-looking approach to cybersecurity, ensuring preparedness against the threats of tomorrow.

Summary
The following presents a simplified summary of various aspects of this disclosure in order to provide a basic understanding of such aspects. This summary is not an extensive overview of all contemplated aspects, and is intended to neither identify key or critical elements nor delineate the scope of such aspects. Its purpose is to present some concepts of this disclosure in a simplified form as a prelude to the more detailed description that is presented later.
The following paragraphs provide additional support for the claims of the subject application.
The present disclosure introduces a quantum-enhanced cyber forensic system designed to revolutionize the field of digital security analysis. This advanced system comprises a sophisticated quantum processor capable of running complex quantum machine learning and simulation techniques for the efficient handling of large digital datasets. These techniques provide a considerable advantage in the identification and analysis of cyber threats, drastically improving the response time and accuracy of cyber forensic investigations.
In an embodiment, the system is integrated with a quantum memory unit that works in tandem with the quantum processor. This unit employs high-speed quantum entanglement techniques to augment the storage and retrieval of vast amounts of data. The speed and efficiency brought forth by quantum memory are unprecedented, offering substantial improvements over traditional data storage solutions.
In an embodiment, the system features a dedicated cyber forensic server, which is operatively connected to the quantum processor. The server hosts a pattern analysis component that is powered by the quantum processor to detect intricate patterns and anomalies in digital data. Such patterns often represent cybersecurity threats and their swift detection is crucial for the defense of digital infrastructures.
In an embodiment, the cyber forensic server includes an evidence collection component. This component leverages quantum computation to log and precisely time-stamp cybersecurity events. The accuracy of quantum time-stamping ensures that digital evidence is recorded with the highest fidelity, providing indisputable records for legal scrutiny.
In an embodiment, the cyber forensic server is equipped with a data recovery component that utilizes advanced quantum error correction codes. These codes are particularly adept at reconstructing data from corrupted or damaged storage devices, thereby preserving critical information that could be pivotal in a cyber forensic investigation.
In an embodiment, the encrypted storage component of the cyber forensic server employs cutting-edge topological quantum encryption methods. These methods are renowned for their robust security measures and provide a highly secure storage solution for sensitive data recovered during cyber forensic investigations.
In an embodiment, the cyber forensic server is safeguarded by a quantum-resistant cryptographic component that incorporates lattice-based encryption techniques. These techniques are designed to fortify the system against the threats posed by quantum computing, which could potentially break conventional encryption algorithms.
In an embodiment, the cyber forensic server's quantum key distribution mechanism is responsible for the secure transmission of cryptographic keys. It uses photon entanglement and detection methods, which are fundamental in quantum cryptography, to ensure that the exchange of keys is protected against any form of eavesdropping or interception.
In an embodiment, a method for conducting cyber forensic analysis with this system involves analyzing digital datasets for threats, utilizing a quantum memory unit for efficient data handling, and operating a cyber forensic server equipped with components for threat detection, evidence collection, and data recovery. Furthermore, the method includes secure storage and encryption of recovered data, and the use of quantum key distribution for secure communications.
The quantum-enhanced cyber forensic system signifies a significant milestone in cybersecurity, offering robust protection against advanced cyber threats while ensuring the integrity and confidentiality of digital data. The system serves as a comprehensive solution for cyber forensic analysis, from the initial data analysis to the final stages of secure data storage and communication, establishing a new benchmark in the security landscape.

Brief Description of the Drawings

The features and advantages of the present disclosure would be more clearly understood from the following description taken in conjunction with the accompanying drawings in which:
FIG. 1 illustrates a quantum-enhanced cyber forensic system that integrates quantum computing technologies to elevate the field of cyber forensics, in accordance with the embodiments of the present disclosure.
FIG. 2 illustrates a method (200) for conducting cyber forensic analysis using the system (100), in accordance with the embodiments of the present disclosure.
FIG. 3 illustrates an architecture of quantum computing applications in cyber forensics, in accordance with the embodiments of the present disclosure.

Detailed Description
In the following detailed description of the invention, reference is made to the accompanying drawings that form a part hereof, and in which is shown, by way of illustration, specific embodiments in which the invention may be practiced. In the drawings, like numerals describe substantially similar components throughout the several views. These embodiments are described in sufficient detail to claim those skilled in the art to practice the invention. Other embodiments may be utilized and structural, logical, and electrical changes may be made without departing from the scope of the present invention. The following detailed description is, therefore, not to be taken in a limiting sense, and the scope of the present invention is defined only by the appended claims and equivalents thereof.
The use of the terms “a” and “an” and “the” and “at least one” and similar referents in the context of describing the invention (especially in the context of the following claims) are to be construed to cover both the singular and the plural, unless otherwise indicated herein or clearly contradicted by context. The use of the term “at least one” followed by a list of one or more items (for example, “at least one of A and B”) is to be construed to mean one item selected from the listed items (A or B) or any combination of two or more of the listed items (A and B), unless otherwise indicated herein or clearly contradicted by context. The terms “comprising,” “having,” “including,” and “containing” are to be construed as open-ended terms (i.e., meaning “including, but not limited to,”) unless otherwise noted. Recitation of ranges of values herein are merely intended to serve as a shorthand method of referring individually to each separate value falling within the range, unless otherwise indicated herein, and each separate value is incorporated into the specification as if it were individually recited herein. All methods described herein can be performed in any suitable order unless otherwise indicated herein or otherwise clearly contradicted by context. The use of any and all examples, or exemplary language (e.g., “such as”) provided herein, is intended merely to better illuminate the invention and does not pose a limitation on the scope of the invention unless otherwise claimed. No language in the specification should be construed as indicating any non-claimed element as essential to the practice of the invention.
Pursuant to the "Detailed Description" section herein, whenever an element is explicitly associated with a specific numeral for the first time, such association shall be deemed consistent and applicable throughout the entirety of the "Detailed Description" section, unless otherwise expressly stated or contradicted by the context.
FIG. 1 illustrates a quantum-enhanced cyber forensic system, referred to by the reference numeral 100, that integrates quantum computing technologies to elevate the field of cyber forensics, in accordance with the embodiments of the present disclosure. The innovative system employs a quantum processor (102), a quantum memory unit (104), and a cyber forensic server (106) to offer advanced capabilities in digital data analysis and cybersecurity.
At the core of the system lies the quantum processor (102), which is configured to perform advanced computational tasks that are unattainable by classical computing technologies. The processor (102) executes quantum machine learning techniques that can analyze large digital data sets more efficiently than ever before. These techniques harness the probabilistic nature of quantum mechanics to process information in ways that allow for the rapid identification of complex patterns and correlations within data.
Coupled with the quantum processor (102) is the quantum memory unit (104), designed for high-speed data storage and retrieval. The quantum memory unit (104) is essential for storing the vast amounts of data processed by the quantum machine learning techniques and enabling swift access when needed for analysis or evidentiary purposes. The quantum memory unit (104) is integral to maintaining the system's speed and efficiency, providing a storage solution that is in line with the processor’s advanced capabilities.
The cyber forensic server (106) is operatively connected to the quantum processor (102) and forms the nexus of the forensic analysis capabilities of the system. The server (106) employs a pattern analysis component that utilizes the quantum processor's capabilities to detect anomalies and patterns within digital data. This component is vital in identifying potential cybersecurity threats that could go unnoticed by traditional forensic systems.
Additionally, the cyber forensic server (106) includes an evidence collection component, which is crucial for attributing digital attacks to their sources. This component leverages the quantum computation to ensure precise logging and time-stamping of cybersecurity events, thus providing accurate and reliable digital evidence.
One of the standout features of the cyber forensic server (106) is its data recovery component, which utilizes quantum error correction protocols. These protocols are especially useful for retrieving data from corrupted or damaged storage devices, where traditional data recovery methods might fail. By applying quantum error correction, the system can recover data that is essential for forensic analysis even from severely compromised devices.
The encrypted storage component of the server (106) is responsible for the secure storage of recovered data. This component utilizes state-of-the-art encryption techniques, ensuring that the data remains confidential and secure against unauthorized access. Furthermore, the system incorporates a quantum-resistant cryptographic component, providing a layer of security designed to withstand the potential threats posed by quantum computing technologies.
Lastly, the system (100) implements a quantum key distribution (QKD) mechanism. QKD represents the pinnacle of secure communication, utilizing the principles of quantum physics to distribute cryptographic keys in a manner that is inherently secure. Any attempt at interception of these keys can be detected immediately, ensuring that communication within the system remains secure from external threats.
In an embodiment, the quantum processor (102) within the system (100) is adept at decrypting encrypted data by employing advanced quantum cryptographic techniques. The processor (102) utilizes algorithms such as Shor's algorithm, which is renowned for its ability to factorize large numbers efficiently — a task that classical computers find computationally prohibitive. This capability significantly accelerates the decryption process, enabling the system to rapidly decrypt information that is pertinent to cyber forensic investigations.
In an embodiment, the quantum memory unit (104) associated with the system (100) harnesses high-speed entanglement techniques. Such techniques are integral to the quantum memory unit (104) as they enhance the efficiency of data storage and retrieval operations. By exploiting the phenomenon of entanglement, the memory unit (104) can store and recall information in a fraction of the time required by conventional memory units, thus expediting the entire data handling process within the system.
In an embodiment, the cyber forensic server (106) of the system (100) includes a pattern analysis component that capitalizes on the computational prowess of quantum computing. This component can sift through complex datasets at unprecedented speeds to detect subtle patterns or anomalies that may indicate potential cybersecurity threats. The ability to analyze vast quantities of data quickly is critical in identifying and mitigating these threats.
In an embodiment, the evidence collection component of the cyber forensic server (106) utilizes quantum computation to achieve precise logging and time-stamping of cybersecurity events. This functionality is crucial for maintaining the accuracy and integrity of forensic data. Quantum computation enables the evidence collection component to record events with a level of precision that conventional systems cannot match, thereby bolstering the reliability of the digital evidence collected.
In an embodiment, the data recovery component of the cyber forensic server (106) implements advanced quantum error correction codes. These codes are essential for the integrity of data recovery efforts, particularly when retrieving information from corrupted or damaged storage devices. Quantum error correction ensures that the data, once thought irretrievable, can be restored to its original state, maintaining the continuity and completeness of forensic data analysis.
In an embodiment, the encrypted storage component of the cyber forensic server (106) employs topological quantum encryption methods. These methods provide a highly secure data storage solution by leveraging complex quantum states that are resilient to unauthorized tampering. Topological quantum encryption ensures that stored data is protected by the most advanced security measures available, safeguarding sensitive information against emerging cyber threats.
In an embodiment, the cyber forensic server (106) is equipped with a quantum-resistant cryptographic component that features lattice-based encryption techniques. These techniques are at the forefront of cryptographic research and are designed to be secure against the formidable computational abilities of quantum computers. The lattice-based encryption methods ensure that the system is future-proofed against potential breaches by quantum attacks, reinforcing the system’s defensive capabilities.
In an embodiment, the quantum key distribution mechanism of the cyber forensic server (106) incorporates photon entanglement and detection methods. This sophisticated mechanism ensures the secure transmission of cryptographic keys, which are fundamental to maintaining the confidentiality and integrity of communications within the system. The utilization of photon entanglement in key distribution guarantees that any attempt at interception can be detected instantly, thereby preventing unauthorized access to the system’s secure communications.
FIG. 2 illustrates a method (200) for conducting cyber forensic analysis using the system (100), in accordance with the embodiments of the present disclosure. At step 202, large digital datasets are analyzed for cybersecurity threats using the quantum processor (102). This processor employs quantum machine learning and simulation techniques, swiftly identifying anomalies and patterns indicative of potential security breaches. At step 204, the quantum memory unit (104) stores and retrieves the analyzed data. This step leverages the unique capabilities of quantum storage, enhancing the efficiency of data handling processes essential for comprehensive cyber forensic analysis. At step 206, the cyber forensic server (106) engages in threat detection and evidence collection. Utilizing advanced quantum computing power, it detects cybersecurity threats and collects evidence with unprecedented precision, attributing digital attacks accurately. At step 208, data recovery and secure storage tasks are performed. Data from corrupted or damaged storage devices is retrieved using quantum error correction protocols, and recovered data is securely stored, employing quantum-resistant cryptographic techniques and quantum key distribution mechanisms for ultimate security.
FIG. 3 illustrates an architecture of quantum computing applications in cyber forensics, in accordance with the embodiments of the present disclosure. At the top tier of this system, the quantum computing domain comprises two primary components: the quantum processor and quantum memory. The quantum processor is the heart of quantum computing, executing advanced algorithms, including quantum machine learning techniques, to analyze extensive datasets rapidly. Paired with this is the quantum memory, which offers swift and efficient data storage and retrieval capabilities that outpace traditional memory solutions. This high-speed processing and storage capability feeds into the cyber forensic domain of the architecture, which is segmented into several critical operations. Data analysis is the initial phase, where information is processed to identify potential cybersecurity threats. Next, the evidence collection component systematically gathers and logs digital attack indicators, crucial for legal and security purposes. Following this is the recovery algorithm, a quantum-enhanced component designed to restore data from damaged or compromised storage devices using quantum error correction protocols. Finally, the architecture culminates in the encrypted storage component, where sensitive data is securely housed using advanced encryption methodologies, ensuring protection against both traditional and quantum computational attacks. This architecture exemplifies the fusion of quantum computing with cyber forensic tasks, establishing a new paradigm in digital security analysis and safeguarding.
Example embodiments herein have been described above with reference to block diagrams and flowchart illustrations of methods and apparatuses. It will be understood that each block of the block diagrams and flowchart illustrations, and combinations of blocks in the block diagrams and flowchart illustrations, respectively, can be implemented by various means including hardware, software, firmware, and a combination thereof. For example, in one embodiment, each block of the block diagrams and flowchart illustrations, and combinations of blocks in the block diagrams and flowchart illustrations can be implemented by computer program instructions. These computer program instructions may be loaded onto a general purpose computer, special purpose computer, or other programmable data processing apparatus to produce a machine, such that the instructions which execute on the computer or other programmable data processing apparatus create means for implementing the functions specified in the flowchart block or blocks.
Throughout the present disclosure, the term ‘processing means’ or ‘microprocessor’ or ‘processor’ or ‘processors’ includes, but is not limited to, a general purpose processor (such as, for example, a complex instruction set computing (CISC) microprocessor, a reduced instruction set computing (RISC) microprocessor, a very long instruction word (VLIW) microprocessor, a microprocessor implementing other types of instruction sets, or a microprocessor implementing a combination of types of instruction sets) or a specialized processor (such as, for example, an application specific integrated circuit (ASIC), a field programmable gate array (FPGA), a digital signal processor (DSP), or a network processor).
The term “non-transitory storage device” or “storage” or “memory,” as used herein relates to a random access memory, read only memory and variants thereof, in which a computer can store data or software for any duration.
Operations in accordance with a variety of aspects of the disclosure is described above would not have to be performed in the precise order described. Rather, various steps can be handled in reverse order or simultaneously or not at all.
While several implementations have been described and illustrated herein, a variety of other means and/or structures for performing the function and/or obtaining the results and/or one or more of the advantages described herein may be utilized, and each of such variations and/or modifications is deemed to be within the scope of the implementations described herein. More generally, all parameters, dimensions, materials, and configurations described herein are meant to be exemplary and that the actual parameters, dimensions, materials, and/or configurations will depend upon the specific application or applications for which the teachings is/are used. Those skilled in the art will recognize, or be able to ascertain using no more than routine experimentation, many equivalents to the specific implementations described herein. It is, therefore, to be understood that the foregoing implementations are presented by way of example only and that, within the scope of the appended claims and equivalents thereto, implementations may be practiced otherwise than as specifically described and claimed. Implementations of the present disclosure are directed to each individual feature, system, article, material, kit, and/or method described herein. In addition, any combination of two or more such features, systems, articles, materials, kits, and/or methods, if such features, systems, articles, materials, kits, and/or methods are not mutually inconsistent, is included within the scope of the present disclosure.

Claims

I/We claims:

A quantum-enhanced cyber forensic system (100) comprising:
a quantum processor (102) configured to execute quantum machine learning techniques and quantum-enhanced simulation techniques for the analysis of large digital data sets;
a quantum memory unit (104) coupled to said quantum processor (102) for storing and retrieving data processed by said quantum machine learning techniques;
a cyber forensic server (106) operatively connected to said quantum processor (102), said cyber forensic server (106) configured to:
employ a pattern analysis component for detecting patterns or anomalies within digital data indicative of cybersecurity threats;
include an evidence collection component for the attribution of digital attacks;
utilize quantum error correction protocols in a data recovery component for the retrieval of data from corrupted or damaged storage devices;
manage an encrypted storage component for the secure storage of recovered data;
incorporate a quantum-resistant cryptographic component for the protection against quantum computing attacks; and
implement a quantum key distribution mechanism to ensure the secure exchange of cryptographic keys during communication.
The system (100) wherein the quantum processor (102) is further configured to decrypt encrypted data using advanced quantum techniques such as Shor's algorithm, providing an expedited decryption process.
The system (100) wherein the quantum memory unit (104) employs high-speed entanglement techniques, enhancing the efficiency of data storage and retrieval operations.
The system (100) wherein the pattern analysis component of the cyber forensic server (106) leverages the computational power of quantum computing to sift through complex datasets for identifying cybersecurity threats.
The system (100) wherein the evidence collection component of the cyber forensic server (106) utilizes quantum computation for precise logging and time-stamping of cybersecurity events, thereby ensuring the accuracy of the forensic data.
The system (100) wherein the data recovery component of the cyber forensic server (106) applies sophisticated quantum error correction codes that maintain the integrity of data recovery efforts from corrupted or damaged storage devices.
The system (100) wherein the encrypted storage component of the cyber forensic server (106) employs topological quantum encryption methods, providing highly secure data storage solutions.
The system (100) wherein the quantum-resistant cryptographic component of the cyber forensic server (106) incorporates lattice-based encryption techniques, bolstering defenses against potential quantum computing breaches.
The system (100) wherein the quantum key distribution mechanism of the cyber forensic server (106) integrates advanced photon entanglement and detection methods to ensure the secure transmission of cryptographic keys.
A method (200) for conducting cyber forensic analysis using the system (100), comprising steps of analyzing large digital data sets for cybersecurity threats with a quantum processor (102), employing a quantum memory unit (104) for data storage and retrieval, operating a cyber forensic server (106) for threat detection, evidence collection, data recovery with quantum error correction, secure data storage, protection with quantum-resistant cryptography, and executing secure cryptographic key exchanges using quantum key distribution.
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QUANTUM-ENHANCED CYBER FORENSIC SYSTEM

Disclosed is a quantum-enhanced cyber forensic system designed to provide sophisticated analysis and security for digital data. The system includes a quantum processor configured to execute advanced quantum machine learning and simulation techniques. These techniques analyze vast datasets to identify potential cybersecurity threats efficiently. Coupled with the quantum processor is a quantum memory unit for the optimized storage and retrieval of quantum-processed data. The system also features a cyber forensic server with various components: a pattern analysis component to detect digital data anomalies, an evidence collection component to attribute cyber attacks, and a data recovery component employing quantum error correction protocols to retrieve data from compromised storage devices. Additionally, the server manages an encrypted storage component for the secure retention of forensic data and integrates a quantum-resistant cryptographic component to protect against decryption by quantum computers. Finally, a quantum key distribution mechanism is implemented, utilizing the principles of quantum mechanics to ensure the secure exchange of cryptographic keys, providing a comprehensive solution for modern cyber forensic needs..
Fig. 1

Drawings
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FIG. 1
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FIG. 2
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FIG. 3

, Claims:I/We claims:

A quantum-enhanced cyber forensic system (100) comprising:
a quantum processor (102) configured to execute quantum machine learning techniques and quantum-enhanced simulation techniques for the analysis of large digital data sets;
a quantum memory unit (104) coupled to said quantum processor (102) for storing and retrieving data processed by said quantum machine learning techniques;
a cyber forensic server (106) operatively connected to said quantum processor (102), said cyber forensic server (106) configured to:
employ a pattern analysis component for detecting patterns or anomalies within digital data indicative of cybersecurity threats;
include an evidence collection component for the attribution of digital attacks;
utilize quantum error correction protocols in a data recovery component for the retrieval of data from corrupted or damaged storage devices;
manage an encrypted storage component for the secure storage of recovered data;
incorporate a quantum-resistant cryptographic component for the protection against quantum computing attacks; and
implement a quantum key distribution mechanism to ensure the secure exchange of cryptographic keys during communication.
The system (100) wherein the quantum processor (102) is further configured to decrypt encrypted data using advanced quantum techniques such as Shor's algorithm, providing an expedited decryption process.
The system (100) wherein the quantum memory unit (104) employs high-speed entanglement techniques, enhancing the efficiency of data storage and retrieval operations.
The system (100) wherein the pattern analysis component of the cyber forensic server (106) leverages the computational power of quantum computing to sift through complex datasets for identifying cybersecurity threats.
The system (100) wherein the evidence collection component of the cyber forensic server (106) utilizes quantum computation for precise logging and time-stamping of cybersecurity events, thereby ensuring the accuracy of the forensic data.
The system (100) wherein the data recovery component of the cyber forensic server (106) applies sophisticated quantum error correction codes that maintain the integrity of data recovery efforts from corrupted or damaged storage devices.
The system (100) wherein the encrypted storage component of the cyber forensic server (106) employs topological quantum encryption methods, providing highly secure data storage solutions.
The system (100) wherein the quantum-resistant cryptographic component of the cyber forensic server (106) incorporates lattice-based encryption techniques, bolstering defenses against potential quantum computing breaches.
The system (100) wherein the quantum key distribution mechanism of the cyber forensic server (106) integrates advanced photon entanglement and detection methods to ensure the secure transmission of cryptographic keys.
A method (200) for conducting cyber forensic analysis using the system (100), comprising steps of analyzing large digital data sets for cybersecurity threats with a quantum processor (102), employing a quantum memory unit (104) for data storage and retrieval, operating a cyber forensic server (106) for threat detection, evidence collection, data recovery with quantum error correction, secure data storage, protection with quantum-resistant cryptography, and executing secure cryptographic key exchanges using quantum key distribution.
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QUANTUM-ENHANCED CYBER FORENSIC SYSTEM