scholarly journals Modelling Artificial Immunization Processes to Counter Cyberthreats

Symmetry ◽  
2021 ◽  
Vol 13 (12) ◽  
pp. 2453
Author(s):  
Dmitry Zegzhda ◽  
Evgeny Pavlenko ◽  
Elena Aleksandrova

This paper looks at the problem of cybersecurity in modern cyber-physical and information systems and proposes an immune-like approach to the information security of modern complex systems. This approach is based on the mathematical modeling in information security—in particular, the use of immune methods to protect several critical system nodes from a predetermined range of attacks, and to minimize the success of an attack on the system. The methodological approach is to systematize the tasks, means and modes of immunization to describe how modern systems can counter the spread of computer attacks. The main conclusions and recommendations are that using an immunization approach will not only improve the security of systems, but also define principles for building systems that are resistant to cyber attacks. The immunization approach enables a symmetrical response to an intruder in a protected system to be produced rapidly. This symmetry provides a step-by-step neutralization of all stages of a cyber attack, which, combined with the accumulation of knowledge of the attacker’s actions, allows a base of defensive responses to be generated for various cyber attack scenarios. The theoretical conclusions are supported by practical experiments describing real-world scenarios for the use of immunization tools to protect against cyber threats.

2019 ◽  
Vol 7 (1) ◽  
pp. 14-26
Author(s):  
Ruti Gafni ◽  
Tal Pavel

Small and Medium Businesses (SMB) use Internet and computer-based tools in their daily processes, sometimes without being aware to the cyber threats, or without knowing how to be prepared in case of a cyber-attack, although they are a major target for cyber-attacks. Specific information about cybersecurity needed by SMBs, in order to cope with cyber threats, is not always available or easily accessible. In this study, a vast search of different types of information about SMBs’ cybersecurity was performed, in order to find whether a hole of accessible information exists in this area. This exploratory research covered general mass communication media channels, technological and professional cybersecurity websites, and academic journals, and found that indeed very few studies, articles and news items were published in this matter. Leveraging knowledge and awareness, diminishing the shame for reporting cyber-attacks, and increasing mass communication media interest and public attention, may be activities to cover this “invisible hole”.


Author(s):  
Ana Kovacevic ◽  
Dragana Nikolic

We are facing the expansion of cyber incidents, and they are becoming more severe. This results in the necessity to improve security, especially in the vulnerable field of critical infrastructure. One of the problems in the security of critical infrastructures is the level of awareness related to the effect of cyberattacks. The threat to critical infrastructure is real, so it is necessary to be aware of it and anticipate, predict, and prepare against a cyber attack. The main reason for the escalation of cyberattacks in the field of Critical Infrastructure (CI) may be that most control systems used for CI do not utilise propriety protocols and software anymore; they instead utilise standard solutions. As a result, critical infrastructure systems are more than ever before becoming vulnerable and exposed to cyber threats. It is important to get an insight into what attack types occur, as this may help direct cyber security efforts. In this chapter, the authors present vulnerabilities of SCADA systems against cyber attack, analyse and classify existing cyber attacks, and give future directions to achieve better security of SCADA systems.


2021 ◽  
Author(s):  
Stuart Fowler ◽  
Keith Joiner ◽  
Elena Sitnikova

<div>Cyber-worthiness as it is termed in Australian Defence, or cyber-maturity more broadly, is a necessary feature of modern complex systems which are required to operate in a hostile cyber environment. To evaluate the cyber-worthiness of complex systems, an assessment methodology is required to examine a complex system’s or system-of-system’s vulnerability to and risk of cyber-attacks that can compromise such systems. This assessment methodology should address the cyber-attack surface and threat kill chains, including supply chains and supporting infrastructure. A cyber-worthiness capability assessment methodology has been developed based on model-based systems engineering concepts to analyse the cyber-worthiness of complex systems and present a risk assessment of various cyber threats to the complex system. This methodology incorporates modelling and simulation methods that provide organisations greater visibility and consistency across diverse systems, especially to drive cybersecurity controls, investment and operational decisions involving aggregated systems. In this paper, the developed methodology will be presented in detail and hypothesised outcomes will be discussed.</div>


Author(s):  
Ana Kovacevic ◽  
Dragana Nikolic

We are facing the expansion of cyber incidents, and they are becoming more severe. This results in the necessity to improve security, especially in the vulnerable field of critical infrastructure. One of the problems in the security of critical infrastructures is the level of awareness related to the effect of cyberattacks. The threat to critical infrastructure is real, so it is necessary to be aware of it and anticipate, predict, and prepare against a cyber attack. The main reason for the escalation of cyberattacks in the field of Critical Infrastructure (CI) may be that most control systems used for CI do not utilise propriety protocols and software anymore; they instead utilise standard solutions. As a result, critical infrastructure systems are more than ever before becoming vulnerable and exposed to cyber threats. It is important to get an insight into what attack types occur, as this may help direct cyber security efforts. In this chapter, the authors present vulnerabilities of SCADA systems against cyber attack, analyse and classify existing cyber attacks, and give future directions to achieve better security of SCADA systems.


Author(s):  
Manju Khari ◽  
Gulshan Shrivastava ◽  
Sana Gupta ◽  
Rashmi Gupta

Cyber Security is generally used as substitute with the terms Information Security and Computer Security. This work involves an introduction to the Cyber Security and history of Cyber Security is also discussed. This also includes Cyber Security that goes beyond the limits of the traditional information security to involve not only the security of information tools but also the other assets, involving the person's own confidential information. In computer security or information security, relation to the human is basically to relate their duty(s) in the security process. In Cyber security, the factor has an added dimension, referring humans as the targets for the cyber-attacks or even becoming the part of the cyber-attack unknowingly. This also involves the details about the cybercriminals and cyber risks going ahead with the classification of the Cybercrimes which is against individual, property, organisation and society. Impacts of security breaches are also discussed. Countermeasures for computer security are discussed along with the Cyber security standards, services, products, consultancy services, governance and strategies. Risk management with the security architecture has also been discussed. Other section involves the regulation and certification controls; recovery and continuity plans and Cyber security skills.


2018 ◽  
pp. 1-15 ◽  
Author(s):  
Manju Khari ◽  
Gulshan Shrivastava ◽  
Sana Gupta ◽  
Rashmi Gupta

Cyber Security is generally used as substitute with the terms Information Security and Computer Security. This work involves an introduction to the Cyber Security and history of Cyber Security is also discussed. This also includes Cyber Security that goes beyond the limits of the traditional information security to involve not only the security of information tools but also the other assets, involving the person's own confidential information. In computer security or information security, relation to the human is basically to relate their duty(s) in the security process. In Cyber security, the factor has an added dimension, referring humans as the targets for the cyber-attacks or even becoming the part of the cyber-attack unknowingly. This also involves the details about the cybercriminals and cyber risks going ahead with the classification of the Cybercrimes which is against individual, property, organisation and society. Impacts of security breaches are also discussed. Countermeasures for computer security are discussed along with the Cyber security standards, services, products, consultancy services, governance and strategies. Risk management with the security architecture has also been discussed. Other section involves the regulation and certification controls; recovery and continuity plans and Cyber security skills.


2020 ◽  
Vol 3 (1) ◽  
Author(s):  
Ivana Cesarec

States, organizations and individuals are becoming targets of both individual and state-sponsored cyber-attacks, by those who recognize the impact of disrupting security systems and effect to people and governments. The energy sector is seen as one of the main targets of cyber-attacks against critical infrastructure, but transport, public sector services, telecommunications and critical (manufacturing) industries are also very vulnerable. One of most used example of cyber-attack is the Ukraine power grid attack in 2015 that left 230,000 people without power for up to 6 hours. Another most high profile example of a cyber-attack against critical infrastructure is the Stuxnet computer virus (first used on Iranian nuclear facility) which could be adapted to attack the SCADA systems (industrial control systems) used by many critical infrastructures in Europe.Wide range of critical infrastructure sectors are reliant on industrial control systems for monitoring processes and controlling physical devices (sensors, pumps, etc.) and for that reason, physical connected devices that support industrial processes are becoming more vulnerable. Not all critical infrastructure operators in all sectors are adequately prepared to manage protection (and raise resilience) effectively across both cyber and physical environments. Additionally there are few challenges in implementation of protection measures, such as lack of collaboration between private and public sector and low levels of awareness on existence of national key legislation.From supranational aspect, in relation to this papers topic, the European Union has took first step in defense to cyber threats in 2016 with „Directive on security of network and information systems“ (NIS Directive) by prescribing member states to adopt more rigid cyber-security standards. The aim of directive is to improve the deterrent and increase the EU’s defenses and reactions to cyber attacks by expanding the cyber security capacity, increasing collaboration at an EU level and introducing measures to prevent risk and handle cyber incidents. There are lot of other „supporting tools“ for Member States countries, such as European Union Agency for Network and Information Security – ENISA (which organize regular cyber security exercises at an EU level, including a large and comprehensive exercise every two years, raising preparedness of EU states); Network of National Coordination Centers and the European Cybersecurity Industrial, Technology and Research Competence Centre; and Coordinated response to major cyber security incidents and crises (Blueprint) with aim to ensure a rapid and coordinated response to large-scale cyber attacks by setting out suitable processes within the EU.Yet, not all Member States share the same capacities for achieving the highest level of cyber-security. They need to continuously work on enhancing the capability of defense against cyber threats as increased risk to state institutions information and communication systems but also the critical infrastructure objects. In Southeast Europe there are few additional challenges – some countries even don't have designated critical infrastructures (lower level of protection; lack of „clear vision“ of criticality) and critical infrastructures are only perceived through physical prism; non-EU countries are not obligated to follow requirements of European Union and its legislation, and there are interdependencies and transboundary cross-sector effects that needs to be taken in consideration. Critical infrastructure Protection (CIP) is the primary area of action, and for some of SEE countries (like the Republic of Croatia) the implementation of cyber security provisions just complements comprehensive activities which are focused on physical protection.This paper will analyze few segments of how SEE countries cope with new security challenges and on which level are they prepared for cyber-attacks and threats: 1. Which security mechanisms they use; 2. The existing legislation (Acts, Strategies, Plan of Action, etc.) related to cyber threats in correlation with strategic critical infrastructure protection documents. Analysis will have two perspectives: from EU member states and from non-EU member states point of view. Additionally, for EU member states it will be analyzed if there were any cyber security legislation before NIS directive that meets same aims. The aim of research is to have an overall picture of efforts in region regarding cyber-security as possibility for improvement thorough cooperation, organizational measures, etc. providing also some recommendations to reduce the gap in the level of cyber-security development with other regions of EU.


2018 ◽  
Vol 71 (5) ◽  
pp. 1025-1039 ◽  
Author(s):  
Odd Sveinung Hareide ◽  
Øyvind Jøsok ◽  
Mass Soldal Lund ◽  
Runar Ostnes ◽  
Kirsi Helkala

As technology continues to develop, information and communication technology and operational technology on board ships are increasingly being networked, and more frequently connected to the Internet. The introduction of cyber systems changes the work environment with the aim of decreasing the workload for the navigator, but at the same time introduces more complexity and vulnerabilities that in turn may alter the competencies needed to perform safe and efficient navigation. Contemporary examples of how cyber-attacks can distort situational awareness and interfere with operations are needed to enhance the navigator's competence through increased system awareness. This paper demonstrates some of the possible attack vectors that a cyber-attack can present to a ship, as well as discussing the plausibility and consequences of such attacks. In this study we provide a practical example to better understand how one can demystify cyber threats in order to enhance the navigators' competence.


2021 ◽  
Author(s):  
Stuart Fowler ◽  
Keith Joiner ◽  
Elena Sitnikova

<div>Cyber-worthiness as it is termed in Australian Defence, or cyber-maturity more broadly, is a necessary feature of modern complex systems which are required to operate in a hostile cyber environment. To evaluate the cyber-worthiness of complex systems, an assessment methodology is required to examine a complex system’s or system-of-system’s vulnerability to and risk of cyber-attacks that can compromise such systems. This assessment methodology should address the cyber-attack surface and threat kill chains, including supply chains and supporting infrastructure. A cyber-worthiness capability assessment methodology has been developed based on model-based systems engineering concepts to analyse the cyber-worthiness of complex systems and present a risk assessment of various cyber threats to the complex system. This methodology incorporates modelling and simulation methods that provide organisations greater visibility and consistency across diverse systems, especially to drive cybersecurity controls, investment and operational decisions involving aggregated systems. In this paper, the developed methodology will be presented in detail and hypothesised outcomes will be discussed.</div>


2021 ◽  
Vol 1 (4) ◽  
pp. 638-659
Author(s):  
Faisal Quader ◽  
Vandana P. Janeja

This paper focuses on understanding the characteristics of multiple types of cyber-attacks through a comprehensive evaluation of case studies of real-world cyber-attacks. For each type of attack, we identify and link the attack type to the characteristics of that attack and the factors leading up to the attack, as observed from the review of case studies for that type of attack. We explored both the quantitative and qualitative characteristics for the types of attacks, including the type of industry, the financial intensity of the attack, non-financial intensity impacts, the number of impacted customers, and the impact on users’ trust and loyalty. In addition, we investigated the key factors leading up to an attack, including the human behavioral aspects; the organizational–cultural factors at play; the security policies adapted; the technology adoption and investment by the business; the training and awareness of all stakeholders, including users, customers and employees; and the investments in cybersecurity. In our study, we also analyzed how these factors are related to each other by evaluating the co-occurrence and linkage of factors to form graphs of connected frequent rules seen across the case studies. This study aims to help organizations take a proactive approach to the study of relevant cyber threats and aims to educate organizations to become more knowledgeable through lessons learned from other organizations experiencing cyber-attacks. Our findings indicate that the human behavioral aspects leading up to attacks are the weakest link in the successful prevention of cyber threats. We focus on human factors and discuss mitigation strategies.


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