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Software and systems complexity can have a profound impact on information security. Such complexity is not only imposed by the imperative technical challenges of monitored heterogeneous and dynamic (IP and VLAN assignments) network infrastructures, but also through the advances in exploits and malware distribution mechanisms driven by the underground economics. In addition, operational business constraints (disruptions and consequences, manpower, and end-user satisfaction), increase the complexity of the problem domain... Copyright SANS Institut

Efficacy of Incident Response Certification in the Workforce

Numerous cybersecurity certifications are available both commercially and via institutes of higher learning. Hiring managers, recruiters, and personnel accountable for new hires need to make informed decisions when selecting personnel to fill positions. An incident responder or security analyst\u27s role requires near real-time decision-making, pervasive knowledge of the environments they are protecting, and functional situational awareness. This concurrent mixed methods paper studies whether current commercial certifications offered in the cybersecurity realm, particularly incident response, provide useful indicators for a viable hiring candidate. Managers and non-managers alike do prefer hiring candidates with an incident response certification. Both groups affirmatively believe commercial cybersecurity certified job candidates with that same certification can update, modify, and improve the incident response process. The reasoning for this belief is focused more on tie-breaking and common parlance within the information security analyst domain and less on the ability to perform the job. A practical component within the certification process is valuable, and networking expertise is the primary interest of those seeking qualified incident responders. The qualitative component highlighted soft-skills, such as communication, enthusiasm, critical thinking, and awareness, as sought-after abilities lacking in certification offerings covered within this study

All that glitters is not gold:on the effectiveness of cyber security qualifications

There has been a proliferation of industry-focused cyber security qualifications, which use different techniques to assess the competencies of cyber security professionals and certify them to employers. There is, however, a lingering question about these qualifications: do they effectively assess the competencies of cyber security professionals? 74 cyber security qualifications were analysed to determine how competency assessment is performed in practice, and five distinct techniques were identified together with the frequency of their use within qualifications. These techniques formed the basis of a large-scale survey of the perceptions of 153 industry stakeholders on the effectiveness of individual techniques and their cost-effectiveness as combinations. Despite a perceived low effectiveness of Multiple Choice Examinations, industry qualifications were found to rely on it heavily, often as a sole technique, and few qualifications utilised the cost-effective combinations identified by stakeholders

All that glitters is not gold:on the effectiveness of cyber security qualifications

There has been a proliferation of industry-focused cyber security qualifications, which use different techniques to assess the competencies of cyber security professionals and certify them to employers. There is, however, a lingering question about these qualifications: do they effectively assess the competencies of cyber security professionals? 74 cyber security qualifications were analysed to determine how competency assessment is performed in practice, and five distinct techniques were identified together with the frequency of their use within qualifications. These techniques formed the basis of a large-scale survey of the perceptions of 153 industry stakeholders on the effectiveness of individual techniques and their cost-effectiveness as combinations. Despite a perceived low effectiveness of Multiple Choice Examinations, industry qualifications were found to rely on it heavily, often as a sole technique, and few qualifications utilised the cost-effective combinations identified by stakeholders

A SOM+ Diagnostic System for Network Intrusion Detection

This research created a new theoretical Soft Computing (SC) hybridized network intrusion detection diagnostic system including complex hybridization of a 3D full color Self-Organizing Map (SOM), Artificial Immune System Danger Theory (AISDT), and a Fuzzy Inference System (FIS). This SOM+ diagnostic archetype includes newly defined intrusion types to facilitate diagnostic analysis, a descriptive computational model, and an Invisible Mobile Network Bridge (IMNB) to collect data, while maintaining compatibility with traditional packet analysis. This system is modular, multitaskable, scalable, intuitive, adaptable to quickly changing scenarios, and uses relatively few resources

Network-Based Detection and Prevention System against DNS-Based Attacks

Individuals and organizations rely on the Internet as an essential environment for personal or business transactions. However, individuals and organizations have been primary targets for attacks that steal sensitive data. Adversaries can use different approaches to hide their activities inside the compromised network and communicate covertly between the malicious servers and the victims. The domain name system (DNS) protocol is one of these approaches that adversaries use to transfer stolen data outside the organization\u27s network using various forms of DNS tunneling attacks. The main reason for targeting the DNS protocol is because DNS is available in almost every network, ignored, and rarely monitored. In this work, the primary aim is to design a reliable and robust network-based solution as a detection system against DNS-based attacks using various techniques, including visualization, machine learning techniques, and statistical analysis. The network-based solution acts as a DNS proxy server that provides DNS services as well as detection and prevention against DNS-based attacks, which are either embedded in malware or used as stand-alone attacking tools. The detection system works in two modes: real-time and offline modes. The real-time mode relies on the developed Payload Analysis (PA) module. In contrast, the offline mode operates based on two of the contributed modules in this dissertation, including the visualization and Traffic Analysis (TA) modules. We conducted various experiments in order to test and evaluate the detection system against simulated real-world attacks. Overall, the detection system achieved high accuracy of 99.8% with no false-negative rate. To validate the method, we compared the developed detection system against the open-source detection system, Snort intrusion detection system (IDS). We evaluated the two detection systems using a confusion matrix, including the recall, false-negatives rate, accuracy, and others. The detection system detects all case scenarios of the attacks while Snort missed 50% of the performed attacks. Based on the results, we can conclude that the detection system is significant and original improvement of the present methods used for detecting and preventing DNS-based attacks

Towards a framework for building security operation centers

In this thesis a framework for Security Operation Centers (SOCs) is proposed. It was developed by utilising Systems Engineering best practices, combined with industry-accepted standards and frameworks, such as the TM Forum’s eTOM framework, CoBIT, ITIL, and ISO/IEC 27002:2005. This framework encompasses the design considerations, the operational considerations and the means to measure the effectiveness and efficiency of SOCs. The intent is to provide guidance to consumers on how to compare and measure the capabilities of SOCs provided by disparate service providers, and to provide service providers (internal and external) a framework to use when building and improving their offerings. The importance of providing a consistent, measureable and guaranteed service to customers is becoming more important, as there is an increased focus on holistic management of security. This has in turn resulted in an increased number of both internal and managed service provider solutions. While some frameworks exist for designing, building and operating specific security technologies used within SOCs, we did not find any comprehensive framework for designing, building and managing SOCs. Consequently, consumers of SOCs do not enjoy a constant experience from vendors, and may experience inconsistent services from geographically dispersed offerings provided by the same vendor