Enhanced Prediction of Network Attacks Using Incomplete Data

For years, intrusion detection has been considered a key component of many organizations’ network defense capabilities. Although a number of approaches to intrusion detection have been tried, few have been capable of providing security personnel responsible for the protection of a network with sufficient information to make adjustments and respond to attacks in real-time. Because intrusion detection systems rarely have complete information, false negatives and false positives are extremely common, and thus valuable resources are wasted responding to irrelevant events. In order to provide better actionable information for security personnel, a mechanism for quantifying the confidence level in predictions is needed. This work presents an approach which seeks to combine a primary prediction model with a novel secondary confidence level model which provides a measurement of the confidence in a given attack prediction being made. The ability to accurately identify an attack and quantify the confidence level in the prediction could serve as the basis for a new generation of intrusion detection devices, devices that provide earlier and better alerts for administrators and allow more proactive response to events as they are occurring

On-board B-ISDN fast packet switching architectures. Phase 1: Study

The broadband integrate services digital network (B-ISDN) is an emerging telecommunications technology that will meet most of the telecommunications networking needs in the mid-1990's to early next century. The satellite-based system is well positioned for providing B-ISDN service with its inherent capabilities of point-to-multipoint and broadcast transmission, virtually unlimited connectivity between any two points within a beam coverage, short deployment time of communications facility, flexible and dynamic reallocation of space segment capacity, and distance insensitive cost. On-board processing satellites, particularly in a multiple spot beam environment, will provide enhanced connectivity, better performance, optimized access and transmission link design, and lower user service cost. The following are described: the user and network aspects of broadband services; the current development status in broadband services; various satellite network architectures including system design issues; and various fast packet switch architectures and their detail designs

Management: A bibliography for NASA managers

This bibliography lists 731 reports, articles and other documents introduced into the NASA Scientific and Technical Information System in 1990. Items are selected and grouped according to their usefulness to the manager as manager. Citations are grouped into ten subject categories: human factors and personnel issues; management theory and techniques; industrial management and manufacturing; robotics and expert systems; computers and information management; research and development; economics, costs and markets; logistics and operations management; reliability and quality control; and legality, legislation, and policy

Operator State Estimation for Adaptive Aiding in Uninhabited Combat Air Vehicles

This research demonstrated the first closed-loop implementation of adaptive automation using operator functional state in an operationally relevant environment. In the Uninhabited Combat Air Vehicle (UCAV) environment, operators can become cognitively overloaded and their performance may decrease during mission critical events. This research demonstrates an unprecedented closed-loop system, one that adaptively aids UCAV operators based on their cognitive functional state A series of experiments were conducted to 1) determine the best classifiers for estimating operator functional state, 2) determine if physiological measures can be used to develop multiple cognitive models based on information processing demands and task type, 3) determine the salient psychophysiological measures in operator functional state, and 4) demonstrate the benefits of intelligent adaptive aiding using operator functional state. Aiding the operator actually improved performance and increased mission effectiveness by 67%

Reduction of False Positives in Intrusion Detection Based on Extreme Learning Machine with Situation Awareness

Protecting computer networks from intrusions is more important than ever for our privacy, economy, and national security. Seemingly a month does not pass without news of a major data breach involving sensitive personal identity, financial, medical, trade secret, or national security data. Democratic processes can now be potentially compromised through breaches of electronic voting systems. As ever more devices, including medical machines, automobiles, and control systems for critical infrastructure are increasingly networked, human life is also more at risk from cyber-attacks. Research into Intrusion Detection Systems (IDSs) began several decades ago and IDSs are still a mainstay of computer and network protection and continue to evolve. However, detecting previously unseen, or zero-day, threats is still an elusive goal. Many commercial IDS deployments still use misuse detection based on known threat signatures. Systems utilizing anomaly detection have shown great promise to detect previously unseen threats in academic research. But their success has been limited in large part due to the excessive number of false positives that they produce. This research demonstrates that false positives can be better minimized, while maintaining detection accuracy, by combining Extreme Learning Machine (ELM) and Hidden Markov Models (HMM) as classifiers within the context of a situation awareness framework. This research was performed using the University of New South Wales - Network Based 2015 (UNSW-NB15) data set which is more representative of contemporary cyber-attack and normal network traffic than older data sets typically used in IDS research. It is shown that this approach provides better results than either HMM or ELM alone and with a lower False Positive Rate (FPR) than other comparable approaches that also used the UNSW-NB15 data set

Application of Asynchronous Transfer Mode (Atm) technology to Picture Archiving and Communication Systems (Pacs): A survey

Broadband Integrated Services Digital Network (R-ISDN) provides a range of narrowband and broad-band services for voice, video, and multimedia. Asynchronous Transfer Mode (ATM) has been selected by the standards bodies as the transfer mode for implementing B-ISDN; The ability to digitize images has lead to the prospect of reducing the physical space requirements, material costs, and manual labor of traditional film handling tasks in hospitals. The system which handles the acquisition, storage, and transmission of medical images is called a Picture Archiving and Communication System (PACS). The transmission system will directly impact the speed of image transfer. Today the most common transmission means used by acquisition and display station products is Ethernet. However, when considering network media, it is important to consider what the long term needs will be. Although ATM is a new standard, it is showing signs of becoming the next logical step to meet the needs of high speed networks; This thesis is a survey on ATM, and PACS. All the concepts involved in developing a PACS are presented in an orderly manner. It presents the recent developments in ATM, its applicability to PACS and the issues to be resolved for realising an ATM-based complete PACS. This work will be useful in providing the latest information, for any future research on ATM-based networks, and PACS

Investigation of Afghanistan network infrastructure for cyber security

06.03.2018 tarihli ve 30352 sayılı Resmi Gazetede yayımlanan “Yükseköğretim Kanunu İle Bazı Kanun Ve Kanun Hükmünde Kararnamelerde Değişiklik Yapılması Hakkında Kanun” ile 18.06.2018 tarihli “Lisansüstü Tezlerin Elektronik Ortamda Toplanması, Düzenlenmesi ve Erişime Açılmasına İlişkin Yönerge” gereğince tam metin erişime açılmıştır.Anahtar Kelimeler: Siber güvenlik, siber saldırılar, siber savaşlar, güvenlik açığı, gizlilik, bütünlük, ağ altyapısı, iletişim ve bilgi sistemleri. Global endüstriler büyük ölçüde bilgi ve veri güvenliğine yatırım yapıyor. Sanal iletişim zamanında, herhangi bir topolojisinde, öncelikle geçerlik ve güvenliği garanti altına almalı. Aksi takdirde bu tür iletişim karmaşık sorunlara ve kaynakların ağlar üzerinde zarar görmesine neden olur. Halbuki iletişim sistemleri savunmasızdır, Ülkenin bilgi bütünlüğüne, gizliliğine ve kullanılabilirliğine güvenmesi, siber güvenliğinin yetersizliğinden tam tersidir. Aslında, iletişim sistemleri veya internet öncelikle odaklı veya insan zihnindeki güvenlikle tasarlanmamıştır. Diğer bir deyişle, çok sayıda ağ bileşeninin koordinasyonu, öncelikle hava-arayüzü üzerinden kurulan veya ağ üzerinden önceden tanımlanmış protokoller altında fiziksel olarak entegre edilmiş güvenli bir bağlantıya ihtiyaç duyar. Ayrıca, bir hükümetin gerçekleştirme sorumluluğundan biri, siber ortamda ya da gerçekçi saldırı ve tehditlerle mücadele etmek için bir caydırma ekibi ya da teşkilatı oluşturmaktır. Modern iletişim sistemlerinde, siber saldırılar casusluk açısından gittikçe artmaktadır ve bilgi sistemlerine ciddi zarar vermek suretiyle siber alanın geleceğinde büyük bir sorun çıkarmaktadır. Öte yandan, Afganistan hükümeti, herhangi bir dışa bağımlı siber saldırılara karşı iyi tanımlanmış bir stratejiye sahip değilken, casusluktan sorumlu olan ve Afganistan'daki siber alanda katastrofik sorunlar çıkaran ülkelerden aktarılan değiştirilebilir verilerin büyük bir çoğunluğu bulunmaktadır. Bu sorunlar dikkate alındığında, bu çalışma Afganistan'da siber saldırılar ve siber istismar, bilgi güvenliği ile ilgili zorluklar, siber saldırıların mevcut Afganistan ağ altyapıları üzerindeki etkileri ve analizleri de dahil olmak üzere siber tehditlerle ilgilidir. Siberayla ilgili belirgin ve belirgin olmayan siber saldırılar için bir şekilde çözümün yanı sıra, mevcut ve gelecekteki siber krizin, modellerin ve simülasyon özelliklerinin bu raporun kısmen bir bölümünde analizi tanımlanmıştır. Bununla birlikte, güvenlik açısından Afganistan'ın mevcut siber durumuna, yaygın gelecekteki siber güvenlik ve siber güvenlik zorluklarına ilişkin sorunlar da bu raporda gösterilmektedir.Global industries are investing heavily in information and data security. At the time of virtual communication under any types of topologies, firstly, the validity and security must be guaranteed. Otherwise, such communication cause complex problems and resources damage over the networks. However, communication systems are vulnerable, the nation's reliance on the integrities, confidentialities, and availabilities of information stand in stark contrast to the inadequacy of their cybersecurity. In fact, communication systems or internet was not primarily designed with security in oriented or human minds. On the other word, coordinating of huge numbers of network components, first of all, need to a secure connection, either such connection established via air-interface or integrated physically under predefined protocols over the network. Additionally, one of the accomplishment responsibility of a government is creating a deterrence team or military to combat any types of attack and threat either on cyberspace or on realistic. In modern communication systems cyber-attacks becoming increasingly in terms of espionage, and it would make a big challenge in the future of cyberspace by causing serious damage to information systems. From the other hand, the government of Afghanistan does not have a well-defined strategy against any types of outsider cyberattacks while the huge amount of the exchangeable data transferring from the countries who are in charge of espionage and attempt to make catastrophic problems on Afghanistan's cyberspace. In consideration to these issues, this study concerned in Afghanistan's cyber-threats including cyber-attacks and cyber-exploit, information security challenges, analysis and effects of cyber-attacks on current Afghanistan network infrastructures. Definition of somewhat solution for distinctive and non-distinctive cyber-attacks over cyberspace, as well as the analysis of current and future cyberspace crisis, models and simulations aspect in some partial part of this report, has been also covered. However, current cyberspace status of Afghanistan in term of security, challenges of prevalent future cyber security and cyber security difficulties have also illustrated in this report