Informacja

Drogi użytkowniku, aplikacja do prawidłowego działania wymaga obsługi JavaScript. Proszę włącz obsługę JavaScript w Twojej przeglądarce.

English (EN)·Polski (PL)·Yкраїнський (UK)
Przejdź do strony domowej biblioteki Centralna Biblioteka Wojskowa Link otwiera się w nowym oknie Logo biblioteki Prolib Integro - strona głównaCentralna Biblioteka Wojskowa

Wyszukujesz frazę "Global Network" wg kryterium: Temat

  Lista filtrów
Wyrównaj
Wyświetlanie 1-15 z 43
Tytuł:
Identification of climate related hazards, the Global Baltic Network of Critical Infrastructure Networks, is exposed to
Autorzy:
Dziula, P.
Kołowrocki, K.
Powiązania:
https://bibliotekanauki.pl/articles/2069103.pdf
Data publikacji:
2016
Wydawca:
Uniwersytet Morski w Gdyni. Polskie Towarzystwo Bezpieczeństwa i Niezawodności
Tematy:
critical infrastructure protection
critical infrastructure network
global network of CI network
Opis:
The paper presents issues concerning identification of climate related hazards at the Baltic Sea area and their exposure for the Global Baltic Network of Critical Infrastructure Network. As a result, possible natural hazards coming from following climate/weather change are distinguished: sea water temperature changes, change in ice cover, sea level rise/ decrease, coastal erosion, precipitation, storm surges and winds, and air temperature change, for particular critical infrastructure networks operating within the Baltic Sea area.
Źródło:
Journal of Polish Safety and Reliability Association; 2016, 7, 1; 43--52
2084-5316
Pojawia się w:
Journal of Polish Safety and Reliability Association
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Search for Ultimate Throughput in Ultra-Broadband Photonic Internet
Autorzy:
Romaniuk, R. S.
Powiązania:
https://bibliotekanauki.pl/articles/227176.pdf
Data publikacji:
2011
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
optical networks
Internet
global network
photonic Internet
Future Internet
optoelectronic networks
Opis:
A review of our today’s understanding of the ultimately broadband photonic Internet is presented. A simple calculation is presented showing the estimate of the throughput of the core photonic network branches. Optoelectronic components, circuits, systems and signals, together with analogous electronic entities and common software layers, are building blocks of the contemporary Internet. Participation of photonics in development of the physical layer in the future Internet will probably increase. The photonics leads now to a better usage of the available bandwidth (increase of the spectral efficiency measured in Bit/s/Hz), increase in the transmission rate (from Gbps, via Tbps up to probably Pbps), increase in the transmission distance without signal regeneration (in distortion compensated active optical cables), increase in energy/power efficiency measured in W/Gbps, etc. Photonics may lead, in the future, to fully transparent optical networks and, thus, to essential increase in bandwidth and network reliability. It is expected that photonics (with biochemistry, electronics and mechatronics) may build psychological and physiological interface for humans to the future global network. The following optical signal multiplexing methods were considered, which are possible without O/E/O conversion: TDM-OTDM, FDM-CO-OFDM, OCDM-OCDMA, WDM-DWDM. The Polish perspective closes the review.
Źródło:
International Journal of Electronics and Telecommunications; 2011, 57, 4; 523-538
2300-1933
Pojawia się w:
International Journal of Electronics and Telecommunications
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Modelling Safety of Global Baltic Network of Critical Infrastructure Networks
Autorzy:
Dziula, P.
Kołowrocki, K.
Powiązania:
https://bibliotekanauki.pl/articles/2068801.pdf
Data publikacji:
2017
Wydawca:
Uniwersytet Morski w Gdyni. Polskie Towarzystwo Bezpieczeństwa i Niezawodności
Tematy:
safety
Global Baltic Network
Critical Infrastructure Network
network of networks
Opis:
The main aim of the paper is to present the safety model for Global Baltic Network of Critical Infrastructure Networks. To achieve this, the basis of the multistate ageing approach to safety modelling is introduced. Following, the basic parameters important for the safety and risk prediction are presented. Next, the particular elements of the Global Baltic Network of Critical Infrastructure Networks are defined and described. Finally, the safety and risk analysis of the network of networks are presented.
Źródło:
Journal of Polish Safety and Reliability Association; 2017, 8, 3; 73--98
2084-5316
Pojawia się w:
Journal of Polish Safety and Reliability Association
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Integrated Impact Model on Global Baltic Network of Critical Infrastructure Networks Safety Related to Its Operation Process
Autorzy:
Dziula, P.
Kołowrocki, K.
Powiązania:
https://bibliotekanauki.pl/articles/2068788.pdf
Data publikacji:
2017
Wydawca:
Uniwersytet Morski w Gdyni. Polskie Towarzystwo Bezpieczeństwa i Niezawodności
Tematy:
safety
Global Baltic Network
critical infrastructure network
Network of Networks
Opis:
The purpose of the paper is to present the impact model for Global Baltic Network of Critical Infrastructure Networks (GBNCIN), related to its operation process. At first, basic issues regarding the GBNCIN operation at variable conditions have been described. Then, aspects regarding safety of the multistate GBNCIN at Variable operation conditions have been pointed. Finally, safety characteristics of multistate GBNCIN, consisting of exponential BCIN Networks at variable operation conditions are presented.
Źródło:
Journal of Polish Safety and Reliability Association; 2017, 8, 4; 103--112
2084-5316
Pojawia się w:
Journal of Polish Safety and Reliability Association
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Evaluation of the post-crisis EU banking network connectedness in the global context
Autorzy:
Legenzova, Renata
Gaigalienė, Asta
Jurakovaitė, Otilija
Powiązania:
https://bibliotekanauki.pl/articles/19090891.pdf
Data publikacji:
2019
Wydawca:
Instytut Badań Gospodarczych
Tematy:
network analysis
financial connectedness
regionalization
EU banking network
global banking network
Opis:
Research background: The global banking network has been undergoing structural changes since the recent financial crisis. Previous studies on connectedness of global banking network during post-crisis period revealed the trends of regionalization and segmentation. Our previous research has also shown that during post-crisis period the level of regionalization within the EU banking network has increased; the network became more clustered and more decentralized. This paper continues our research of structural changes of EU banking network during post-crisis period by adding a global context and questioning the connectedness of EU banking network within global banking system. Purpose of the article: The aim of the paper is to evaluate the EU banking network's connectedness in the global context during the post-crisis period. Methods: network analysis method and data on yearly flows of BIS bilateral interbank cross-border claim were used to evaluate the connectedness of global and EU banking systems. Findings & Value added: Evaluation of the global banking network's connected-ness revealed that global banking network density decreased by 4.50 %, suggesting that connectedness is decreasing, but it is happening slowly. Structural changes in the global banking network did happen during post-crisis period with regards to out-degree, betweenness and closeness centrality indicators. In the global context, the EU banking network became more connected during post-crisis period. The EU banking network was regionalized in 2011, but this regionalization disappeared in 2015, as the level of intraregional density decreased in 2015 and became lower than the interregional density. This research contributes to previous research in a way that it applies intraregional and interregional network density measures for evaluation of the EU banking network's connectedness, and analyses it as a subset of the global banking network.
Źródło:
Oeconomia Copernicana; 2019, 10, 1; 37-53
2083-1277
Pojawia się w:
Oeconomia Copernicana
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Ethnography of Virtual Phenomena and Processes on the Internet
Autorzy:
Juszczyk, Stanisław
Powiązania:
https://bibliotekanauki.pl/articles/2031693.pdf
Data publikacji:
2014-06-30
Wydawca:
Wydawnictwo Adam Marszałek
Tematy:
virtual ethnography
global network
communication process
social networks
distance learning
virtual support groups
cyberbullying
Opis:
The paper presents the ethnography of virtual phenomena and processes, conducted in the social, educational and cultural spheres of the Internet. It describes the most important features of the global network and shows all its aspects which are the subject of ethnographic studies at the Faculty of Pedagogy and Psychology of the University of Silesia in Katowice, i.e. the communication process and its semiotic character, the process of creating social networks, education supported by social media, virtual self-help groups for stigmatised people, and cyberbullying.
Źródło:
The New Educational Review; 2014, 36; 206-216
1732-6729
Pojawia się w:
The New Educational Review
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Using of informations technologies and global network in educational process in a high and secondary school
Wykorzystanie technologii informacyjnych oraz Internetu w procesach edukacyjnych szkoły średniej i wyższej
Autorzy:
OLEXIJIVNA KOSTENKO, SVITLANA
Petrivna KOVALCHUK, Oxana
Powiązania:
https://bibliotekanauki.pl/articles/456064.pdf
Data publikacji:
2010
Wydawca:
Uniwersytet Rzeszowski
Tematy:
Global Network
Information technologies
multimedia tutorials
educational process
Globalna Sieć Komputerowa
technologie informacyjne (IT)
edukacja multimedialna
procesy edukacyjne
Opis:
Research is conducted by the anonymous questioning of 260 students which study in the 8–11-th classes of Scientifically natural lyceum № 145 city of Kyiv and 50 students of faculties of veterinary medicine and aquatic bioresurses National University of Nature and Bioresources of Ukraine. It is discovered, that beginning from the 9-th class of school students actively use the network of Intrenet to prepare for lessons at school, and later in university. With age the percetage of children (from 35 to 90%) which perceive Global Network as the most accessible information resource grows proportionally. Schoolchildren actively and sufficiently often use Internet resources to prepare for the themes of biology of simple middle levels. At the time of giving of module tasks, 68% of students prefer taking their modules on paper rather than on a computer screen. The majority of students lecture material better with the use of educational films (56%) and slide projectors (33%). 29% of students use a Internet resources everyday, and 45% accept the idea. Students note that during studies at school only 29% of the polled students had free access to the Internet, and 27% did not have this advantage.
Badania były przeprowadzone anonimowo wśród 260 uczniów, którzy uczą się w 8–11 klasach Liceum o profilu biologicznym (nr 145 w Kijowie) i wśród 50 studentów wydziałów weterynarii i gospodarki wodnej Narodowego Uniwersytetu Zasobów Naturalnych Ukrainy. Stwierdzono, że od 9 klasy uczniowie aktywnie używają sieci Internet, by przygotować się do lekcji w szkole i później zajęć na uniwersytecie. Z wiekiem procent dzieci (od 35 do 90%), który postrzega, że Internet jest najdostępniejszym zasobem informacji, proporcjonalnie rośnie. Uczniowie aktywnie i wystarczająco często używają zasobów Internetowych, aby przygotować się z tematów z biologii na podstawowym i średnim poziomie. Jednak 68% uczniów preferuje podawanie zadań modułowych na papierze niż na ekranie monitora. Większość studentów uważa, że materiał wykładu jest lepszy z użyciem projektorów (56%) i rzutników (33%). 29% studentów używa zasobów Internetowych codziennie, a 45% sporadycznie. Badania w szkole pokazują, że tylko 29% z ankietowanych uczniów miało swobodny dostęp do Internetu i 27% było pozbawionych tej możliwości.
Źródło:
Edukacja-Technika-Informatyka; 2010, 1, 2; 169-174
2080-9069
Pojawia się w:
Edukacja-Technika-Informatyka
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Scenarios for its telecommunications technologies development in Poland for the years 2007-2013
Scenariusze rozwoju technologa inteligentnego transportu w Polsce w latach 2007-2013
Autorzy:
Bartczak, K.
Powiązania:
https://bibliotekanauki.pl/articles/375168.pdf
Data publikacji:
2007
Wydawca:
Politechnika Śląska. Wydawnictwo Politechniki Śląskiej
Tematy:
transport inteligentny
technologia inteligentnego transportu
ITS
Global Business Network
intelligent transport system (ITS)
Opis:
The article shows four scenarios for the development of ITS communications technologies in Poland for the years 2007-2013. Global Business Network methodology is used to make up the scenarios. The basic dimensions of the scenarios are (a) type of sectors in the national economy (public vs. private), (b) type of communications technology (wireline vs. wireless). The scenarios present possible futures.
W artykule przedstawiono cztery scenariusze rozwoju technologii inteligentnego transportu w Polsce, w latach 2007-2013. Do ich opracowania wykorzystano metodologię firmy GBN. Podstawowymi wymiarami, zastosowanymi do budowy scenariuszy, są: (a) rodzaj sektora gospodarki narodowej (publiczny - prywatny), (b) rodzaj łączności (przewodowa - bezprzewodowa). Scenariusze przedstawiają możliwe warianty przyszłości.
Źródło:
Transport Problems; 2007, 2, 2; 5-10
1896-0596
2300-861X
Pojawia się w:
Transport Problems
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Gas pipelines critical infrastructure network
Autorzy:
Blokus-Roszkowska, A.
Bogalecka, M.
Dziula, P.
Kołowrocki, K.
Powiązania:
https://bibliotekanauki.pl/articles/2069031.pdf
Data publikacji:
2016
Wydawca:
Uniwersytet Morski w Gdyni. Polskie Towarzystwo Bezpieczeństwa i Niezawodności
Tematy:
critical infrastructure
gas pipeline
North Stream
Baltic Gas Pipeline Critical Infrastructure Network
BGPIN
Global Baltic Network of Critical Infrastructure Networks
GBNCIN
Opis:
The liquid natural gas (LNG) will be commonly used by shipping and industry in the future. In this paper we present existing and planned natural gas networks in the Baltic Sea region, installed through the Baltic Sea. These gas pipeline installations create the Baltic Gas Pipeline Critical Infrastructure Network (BGPIN) that is one of eight critical infrastructure network of the Global Baltic Network of Critical Infrastructure Networks (GBNCIN).
Źródło:
Journal of Polish Safety and Reliability Association; 2016, 7, 2; 1--6
2084-5316
Pojawia się w:
Journal of Polish Safety and Reliability Association
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Jesuit Missionaries Building a Global Network Eighteenth-Century Exploration of the World in the Name of God A Story of Disjointed Memory
Autorzy:
Classen, Albrecht
Powiązania:
https://bibliotekanauki.pl/articles/1398511.pdf
Data publikacji:
2014
Wydawca:
Uniwersytet im. Adama Mickiewicza w Poznaniu
Tematy:
Memory
Jesuits
Global Network
Missionaries in the New World
Mexico
Sonora
Arizona
globalization
missionizing
Eusebio Kino
Joseph Stoecklein
Welt-Bott
Ignaz Pfefferkorn
Philipp Segesser
pamięć
sieć globalna
jezuici
misjonarze w Nowym Świecie
Meksyk
globalizacja
misjonizacja
Opis:
Odnoszący wyjątkowe sukcesy misyjne jezuici działali także w północnym Meksyku, na obszarze dziś określanym jako pustynia Sonora, obejmującym meksykański stan Sonora i amerykański stan Arizona. Na początku XVIII wieku coraz liczniejsi niemieckojęzyczni jezuici przybywali do pracy nad głoszeniem słowa Bożego w szerokiej sieci placówek założonych przez pionierskiego misjonarza Eusebia Kino (zm. 1711). Badali także usilnie to terytorium, pozostawiając liczne relacje dotyczące ich osiągnięć. Zostali usunięci ze swych misji w 1767 roku (powszechna kasata nastąpiła w 1773), ale zdążyli odnieść duże sukcesy w pracy z ludnością rodzimą. Ich sprawozdania okazują się wysoce interesujące jako historyczne, antropologiczne, religijne i naukowe dokumenty, szczególnie ważne dla historii misji.
One of the most successful missionary organization, the Jesuits, also operated in northern Mexico in the area today identified as the Sonoran Desert, comprising the Mexican state of Sonora and the US state of Arizona. By the early eighteenth century increasingly German-speaking missionaries arrived and worked hard in the wide network  of missions originally established by the pioneer Padre Eusebio Kino (d. 1711) to spread God's words. They also worked intensively on studying that territory and produced numerous written records about their experiences, their research, and the conditions of that world. They were expelled in 1767 and banned globally in 1783, but until then they achieved greatest success with the native population. Their missionary accounts prove to be highly exiting historical, anthropological, religious, and scientific documents most important for missionary history.
Źródło:
Annales Missiologici Posnanienses; 2014, 19; 91-105
1731-6170
Pojawia się w:
Annales Missiologici Posnanienses
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Integrated Trade with Disintegrated Production in the Context of Global Value Chains
Autorzy:
Szalay, Zsuzsanna Eszter
Powiązania:
https://bibliotekanauki.pl/articles/969914.pdf
Data publikacji:
2015
Wydawca:
Akademia Ignatianum w Krakowie
Tematy:
network
global value chain (GVC)
infra-economy
geopolitics
geoeconomics
Opis:
The objective of this paper is to show how the global value chain (GVC) concept has spread since the early 2000s. The article assumes that GVC is no longer just a concept or an analytical framework; rather that a new type of business unit has emerged. The article is based on the literature comparison which served to search the main decision-making criteria. The article found that the main decision-making criteria are based on the economies of a network, behind which the spirit of informationalism can be found. The connection between Powell’s stylized models of markets, hierarchy, networks and Gereffi’s theoretical framework of governance structure at GVCs was discovered. The Powell-Gereffi combined model represents clearly described modalities of governance. The paper asks whether the entire economic system is covered by the Powell-Gereffi division. Kornai and Braudel both recognized the routine functioning of the basic-economy, without which the whole economy would lose its stability. It is necessary to formulate how this vegetative or infra-economy relates to the GVCs and to our globalized world economy. The article interprets the Smile Curve, and determines a possible way of measuring the distortion of smile.
Źródło:
Horyzonty Polityki; 2015, 6, 17; 13-34
2082-5897
Pojawia się w:
Horyzonty Polityki
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
A new method for estimating fault location in radial medium voltage distribution network only using measurements at feeder beginning
Autorzy:
Ngoc-Hung, Truong
Powiązania:
https://bibliotekanauki.pl/articles/24202735.pdf
Data publikacji:
2023
Wydawca:
Polska Akademia Nauk. Czasopisma i Monografie PAN
Tematy:
characteristic equation
distribution network
fault location
fault ranking index
global search
Opis:
This paper proposes a new fault location method in radial medium voltage distribution networks. The proposed method only uses the measurement data at the feeder beginning to approximate the characteristic equation showing the dependence between the positive-sequence voltage and phase angle at the monitoring point with the distance to the fault location for each fault type on each line segment. To determine these characteristic equation coefficients, the entire distribution network will be modeled and simulated by four types of faults at different locations along the lines to build the initial database. Based on this database, the mathematical functions in MATLAB software are applied to approximate these coefficients corresponding to each type of fault for each line segment in the network. Then, from the current and voltage measurement data at the feeder beginning, the algorithms of global search, comparison, and fault ranking are used to find out where the fault occurs on the distribution network. Two types of distribution network with and without branches are studied and simulated in this paper to verify and evaluate the effectiveness of the proposed method.
Źródło:
Archives of Electrical Engineering; 2023, 72, 2; 503--520
1427-4221
2300-2506
Pojawia się w:
Archives of Electrical Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Detecting objects using Rolling Convolution and Recurrent Neural Network
Autorzy:
Huang, WenQing
Huang, MingZhu
Wang, YaMing
Powiązania:
https://bibliotekanauki.pl/articles/226942.pdf
Data publikacji:
2019
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
multi-scale features
global context information
rolling convolution
recurrent neural network
Opis:
At present, most of the existing target detection algorithms use the method of region proposal to search for the target in the image. The most effective regional proposal method usually requires thousands of target prediction areas to achieve high recall rate.This lowers the detection efficiency. Even though recent region proposal network approach have yielded good results by using hundreds of proposals, it still faces the challenge when applied to small objects and precise locations. This is mainly because these approaches use coarse feature. Therefore, we propose a new method for extracting more efficient global features and multi-scale features to provide target detection performance. Given that feature maps under continuous convolution lose the resolution required to detect small objects when obtaining deeper semantic information; hence, we use rolling convolution (RC) to maintain the high resolution of low-level feature maps to explore objects in greater detail, even if there is no structure dedicated to combining the features of multiple convolutional layers. Furthermore, we use a recurrent neural network of multiple gated recurrent units (GRUs) at the top of the convolutional layer to highlight useful global context locations for assisting in the detection of objects. Through experiments in the benchmark data set, our proposed method achieved 78.2% mAP in PASCAL VOC 2007 and 72.3% mAP in PASCAL VOC 2012 dataset. It has been verified through many experiments that this method has reached a more advanced level of detection.
Źródło:
International Journal of Electronics and Telecommunications; 2019, 65, 2; 293-301
2300-1933
Pojawia się w:
International Journal of Electronics and Telecommunications
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Globalny nastolatek w sieci tetrady środowisk wychowawczych
A Global Teenager in a Network of Educational Environment Tetrad
Autorzy:
Betleja, Agnieszka
Powiązania:
https://bibliotekanauki.pl/articles/29430834.pdf
Data publikacji:
2023-09-30
Wydawca:
Wydawnictwo Adam Marszałek
Tematy:
global teenager
consumerism
network society
axiology
globalny nastolatek
konsumpcjonizm
społeczeństwo sieci
aksjologia
Opis:
The aim of the article is to show the tetrad of educational environments, according to Janusz Morbitzer (Morbitzer, 2014, s. 120), which influence young people who exist dichotomously in the real and virtual world. Living „between” the real and digitized world, the global teenager tries to mark his activity and decision-making. On the one hand, he wants to leave his personalized trace in the offline space and on the other hand, he wants to join a uniform digital online community. The growing so-called „axiological shift” towards the domination of material values, social and civilizational entropy contribute to the fact that educational processes are becoming more and more difficult, sometimes even impossible to implement. Lack of understanding of a specific axiological concept prevents its introception, and therefore practical respect and living in accordance with a given axiological category.
Celem artykułu jest ukazanie tetrady (Kłos, 2013, s. 105) środowisk wychowawczych według Janusza Morbitzera (2014, s. 120), które oddziałują na młodzież dychotomicznie egzystującą w świecie realnym i wirtualnym. Żyjąc „pomiędzy” światem rzeczywistym a zdygitalizowanym, globalny nastolatek stara się zaznaczać swoją aktywność i decyzyjność. Z jednej strony pragnie zostawić swój spersonalizowany ślad w przestrzeni offline a drugiej strony dołączyć do zuniformizowanej cyfrowej społeczności online. Narastające, tak zwane „przesunięcie aksjologiczne”, w stronę dominacji wartości materialnych, entropia społeczna i cywilizacyjna przyczynia się do tego, że procesy wychowawcze są coraz trudniejsze, niekiedy wręcz niemożliwe do zrealizowania. Brak zrozumienia konkretnego pojęcia aksjologicznego uniemożliwia jego introcepcję, a więc praktyczne respektowanie i życie zgodne z daną kategorią aksjologiczną.
Źródło:
Viae Educationis; 2023, 3; 26-34
2956-2856
Pojawia się w:
Viae Educationis
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Explainable deep neural network-based analysis on intrusion-detection systems
Autorzy:
Pande, Sagar Dhanraj
Khamparia, Aditya
Powiązania:
https://bibliotekanauki.pl/articles/27312883.pdf
Data publikacji:
2023
Wydawca:
Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie. Wydawnictwo AGH
Tematy:
IDS
deep neural network
explainable AI
NSL-KDD
local explainability
global explainability
Opis:
The research on intrusion-detection systems (IDSs) has been increasing in recent years. Particularly, this research widely utilizes machine-learning concepts, and it has proven that these concepts are effective with IDSs – particularly, deep neural network-based models have enhanced the rates of the detection of IDSs. In the same instance, these models are turning out to be very complex, and users are unable to track down explanations for the decisions that are made; this indicates the necessity of identifying the explanations behind those decisions to ensure the interpretability of the framed model. In this aspect, this article deals with a proposed model that can explain the obtained predictions. The proposed framework is a combination of a conventional IDS with the aid of a deep neural network and the interpretability of the model predictions. The proposed model utilizes Shapley additive explanations (SHAPs) that mixes the local explainability as well as the global explainability for the enhancement of interpretations in the case of IDS. The proposed model was implemented by using popular data sets (NSL-KDD and UNSW-NB15), and the performance of the framework was evaluated by using their accuracy. The framework achieved accuracy levels of 99.99 and 99.96%, respectively. The proposed framework can identify the top-4 features using local explainability and the top-20 features using global explainability.
Źródło:
Computer Science; 2023, 24 (1); 97--111
1508-2806
2300-7036
Pojawia się w:
Computer Science
Dostawca treści:
Biblioteka Nauki
Artykuł
Wyświetlanie 1-15 z 43

Ta witryna wykorzystuje pliki cookies do przechowywania informacji na Twoim komputerze. Pliki cookies stosujemy w celu świadczenia usług na najwyższym poziomie, w tym w sposób dostosowany do indywidualnych potrzeb. Korzystanie z witryny bez zmiany ustawień dotyczących cookies oznacza, że będą one zamieszczane w Twoim komputerze. W każdym momencie możesz dokonać zmiany ustawień dotyczących cookies