Visualising network security attacks with multiple 3D visualisation and false alert classification

Increasing numbers of alerts produced by network intrusion detection systems (NIDS) have burdened the job of security analysts especially in identifying and responding to them. The tasks of exploring and analysing large quantities of communication network security data are also difficult. This thesis studied the application of visualisation in combination with alerts classifier to make the exploring and understanding of network security alerts data faster and easier. The prototype software, NSAViz, has been developed to visualise and to provide an intuitive presentation of the network security alerts data using interactive 3D visuals with an integration of a false alert classifier. The needs analysis of this prototype was based on the suggested needs of network security analyst's tasks as seen in the literatures. The prototype software incorporates various projections of the alert data in 3D displays. The overview was plotted in a 3D plot named as "time series 3D AlertGraph" which was an extension of the 2D histographs into 3D. The 3D AlertGraph was effectively summarised the alerts data and gave the overview of the network security status. Filtering, drill-down and playback of the alerts at variable speed were incorporated to strengthen the analysis. Real-time visual observation was also included. To identify true alerts from all alerts represents the main task of the network security analyst. This prototype software was integrated with a false alert classifier using a classification tree based on C4.5 classification algorithm to classify the alerts into true and false. Users can add new samples and edit the existing classifier training sample. The classifier performance was measured using k-fold cross-validation technique. The results showed the classifier was able to remove noise in the visualisation, thus making the pattern of the true alerts to emerge. It also highlighted the true alerts in the visualisation. Finally, a user evaluation was conducted to find the usability problems in the tool and to measure its effectiveness. The feed backs showed the tools had successfully helped the task of the security analyst and increased the security awareness in their supervised network. From this research, the task of exploring and analysing a large amount of network security data becomes easier and the true attacks can be identified using the prototype visualisation tools. Visualisation techniques and false alert classification are helpful in exploring and analysing network security data.EThOS - Electronic Theses Online ServiceGBUnited Kingdo

Bandwidth is political: Reachability in the public internet

The global public Internet faces a growing but little studied threat from the use of intrusive traffic management practices by both wholesale and retail Internet service providers. Unlike research concerned with bandwidth and traffic growth, this study shifts the risk analysis away from capacity issues to focus on performance standards for interconnection and data reachability. The long-term health of the Internet is framed in terms of “data reachability” – the principle that any end-user can reach any part of the Internet without encountering arbitrary actions on the part of a network operator that might block or degrade transmission. Risks to reachability are framed in terms of both systematic traffic management practices and “de-peering,” a more aggressive tactic practised by Tier-1 network operators to resolve disputes or punish rivals. De-peering is examined as an extension of retail network management practices that include the growing use of deep packet inspection (DPI) technology for traffic-shaping. De-peering can also be viewed as a close relative of Net Neutrality, to the extent that both concepts reflect arbitrary practices that interfere with the reliable flow of data packets across the Internet. In jurisdictional terms, however, de-peering poses a qualitatively different set of risks to stakeholders and end-users, as well as qualitatively different challenges to policymakers. It is argued here that risks to data unreachability represent the next stage in debates about the health and sustainability of the global Internet. The study includes a detailed examination of the development of the Internet’s enabling technologies; the evolution of telecommunications regulation in Canada and the United States, and its impact on Internet governance; and an analysis of the role played by commercialization and privatization in the growth of risks to data reachability

Jaringan dasar kelas X semester 2

Penyajian buku teks untuk disusun dengan tujuan agar peserta didik dapat melakukan proses pencarian pengetahuan berkenaan dengan materi pelajaran melalui berbagai aktivitas para ilmuwan dalam melakukan eksperimen, dengan demikian peserta didik diarahkan untuk menemukan sendiri berbagai fakta, membangun konsep, dan nilai-nilai baru secara mandiri

Génération automatique de résumés par analyse sélective

Thèse numérisée par la Direction des bibliothèques de l'Université de Montréal

Demystifying Internet of Things Security

Break down the misconceptions of the Internet of Things by examining the different security building blocks available in Intel Architecture (IA) based IoT platforms. This open access book reviews the threat pyramid, secure boot, chain of trust, and the SW stack leading up to defense-in-depth. The IoT presents unique challenges in implementing security and Intel has both CPU and Isolated Security Engine capabilities to simplify it. This book explores the challenges to secure these devices to make them immune to different threats originating from within and outside the network. The requirements and robustness rules to protect the assets vary greatly and there is no single blanket solution approach to implement security. Demystifying Internet of Things Security provides clarity to industry professionals and provides and overview of different security solutions What You'll Learn Secure devices, immunizing them against different threats originating from inside and outside the network Gather an overview of the different security building blocks available in Intel Architecture (IA) based IoT platforms Understand the threat pyramid, secure boot, chain of trust, and the software stack leading up to defense-in-depth Who This Book Is For Strategists, developers, architects, and managers in the embedded and Internet of Things (IoT) space trying to understand and implement the security in the IoT devices/platforms

Reports to the President

A compilation of annual reports for the 1989-1990 academic year, including a report from the President of the Massachusetts Institute of Technology, as well as reports from the academic and administrative units of the Institute. The reports outline the year's goals, accomplishments, honors and awards, and future plans

Technology 2002: the Third National Technology Transfer Conference and Exposition, Volume 1

The proceedings from the conference are presented. The topics covered include the following: computer technology, advanced manufacturing, materials science, biotechnology, and electronics