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Systematic Overview of Malware -Ontologies Possible Future Defense against Threats to Quantum -era

Systematic Overview of Malware -Ontologies Possible Future Defense against Threats to Quantum -era


The increasing threat of malware poses a significant and growing risk of critical infrastructure, with potentially catastrophic consequences for scientific and technological advances. Dehinde Molade, Dave Ormrod and Mamello Thinyane, of the University of South Australia, along with Nalin Arachchilage of the Rmit University and Jill Slay of Unisa Voting, investigates the fundamental nature of malware and its implications for emerging technologies. Their work systematically assesses existing frames of knowledge, such as ontologies and taxonomies, to understand how malicious behavior is translated into attacks on sophisticated systems in sectors such as defense, communication, energy and space. By mapping the behavior of malware to competency defined by the European competency framework for technologies, the researchers establish an important basis for analyzing and mitigating future threats in an increasingly vulnerable technological landscape.

Entangled distribution and quantumhershalers

The development of a quantum internet promises revolutionary progress in communication and calculation, but the realization that this potential must overcome significant technical barriers. Scientists are actively investigating quantum rechalers, essential devices to expand the range of quantum communication and investigate methods to maintain the fragile state of tangled over long distances. Key techniques include tangled distillation and feedback control, which enhances the stability and reliability of quantum links, with satellite-based quantum key distribution that provides worldwide reach. In addition to this progress, a comprehensive understanding of security threats is crucial.

Researchers are investigating both traditional cyber security risks, such as advanced persistent threats and different forms of malware, and vulnerabilities specifically for quantum networks, including attacks aimed at distributing tanglation and network nodes. To understand these threats, the convergence of classical and quantum safety must be considered, as quantum networks rely on classic infrastructure susceptible to conventional attacks. Effective network control and proactive security measures are extremely important. The control and monitoring of quantum networks is essential for performance and security, while proactive measures such as vulnerability analysis and detection of invasion are essential for reducing risks.

The design of robust quantum networks that can withstand different attacks and failures is an important challenge, and also the confidence in the network’s components and nodes. In summary, this research highlights the complex interaction between technological innovation and safety considerations in the emerging field of quantum network. Scientists have made a thorough literature review to determine a fundamental understanding of malware traits and its potential impact on critical infrastructure. The essence of this work involves a taxonomic perspective and carefully classifies malware to determine its potential as a weapon.

Researchers built on existing definitions of taxonomy as a science of methodical organization, which adapted this principle to cyber security domain. It provides for the identification and categorization of malware based on its characteristics and behavior, to facilitate comparisons with well -known threat categories and reveal new insights into malware families and variants. The team also examined existing taxonomies, including the widely used Miter ATT and CK framework, which classify attacks based on tactics, techniques and procedures observed in the actual scenarios. Furthermore, the study delves the basis of classic calculation to understand how malware works within these systems.

Scientists examined automatic theory and traced its origin after neurophysiology and mathematics to inherently model the self -regulatory mechanisms to both biological organisms and calculation systems. They focused specifically on finite automatically, describing the separate rows of inputs that cause malware behavior. This detailed analysis of calculation models provides an important context for understanding the underlying mechanisms of malware and the development of effective mitigation strategies, and eventually sets a knowledge layer for the part of intelligence and best practices within the cyber security industry.

Mapping Malware Behavior for Infrastructure Safety

This work provides a systematic overview of existing literature on the fundamental nature of malware and its implications for critical infrastructure. Researchers have carefully examined scientific databases to map malware behavior and categorize malicious software using established ontologies and taxonomies. The initial search identified a significant number of articles, with a strict screening process used to ensure relevance and quality. After a thorough assessment, a focused set of studies remained for detailed analysis. Researchers specifically focused on studies that describe the nature, behavior, functions and features of malware, as well as those that emphasize different categories and life cycle phases. They excluded studies that focus on malware tracking techniques, forensic analysis or intrusion models, and prioritize those who directly contributed to the structural or conceptual modeling of malware. This focused approach has a comprehensive understanding of how malicious software can be classified and categorized, which forms a basis for developing effective mitigation and defense against the development of cyber threats, and to confirm the importance of standardized frameworks to understand and respond to the growing challenge of malware.

Mapping of malware to vulnerabilities for quantum technology

This research provides a systematic investigation into the nature of malware and its potential impact on critical technologies, especially in the context of emerging quantum systems. The work successfully demonstrates a method of translating abstract malicious behavior into concrete threats against technological systems, and providing a valuable lens for assessing the severity of potential attacks. By linking the characteristics of malware to defined competency levels, researchers can better predict and reduce the risks, especially if the progress of quantum computers and new attack surfaces introduces. The study acknowledges that further refinement of the ontology and competency mapping is needed to address the developing landscape of malware and quantum technologies, with future work that may focus on the development of specific countermeasures and security protocols, as well as the potential for quantum resistant security solutions.

👉 MORE INFORMATION🗞 SOK: A systematic overview of malware -ontologies and taxonomies and implications for the quantum era🧠 Arxiv: https://arxiv.org/abs/2509.19650

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