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020 _a9783030966300
024 7 _a10.1007/978-3-030-96630-0
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aQ335
_b2022 EB
245 0 0 _aExplainable Artificial Intelligence for Cyber Security :
_bNext Generation Artificial Intelligence
_cedited by Mohiuddin Ahmed, Sheikh Rabiul Islam, Adnan Anwar, Nour Moustafa, Al-Sakib Khan Pathan
250 _aFirst edition 2022
264 1 _aCham
_bSpringer International Publishing
_c2022
300 _a1 recurso en línea (XII, 280 páginas)
_b88 ilustraciones, 80 ilustraciones a color
336 _2rdacontent
_aTexto
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
347 _atext file
_bPDF
490 0 _aStudies in Computational Intelligence
_x1860-9503
_v1025
505 0 _aThe Past, Present, and Prospective Future of XAI: A Comprehensive Review -- An Overview of Explainable Artificial Intelligence for Cyber Security -- Artificial Intelligence: Practical & Ethical Challenges -- Domain Knowledge-aided Explainable Artificial Intelligence -- Machine Learning based IDS for Cyberattack Classification -- Artificial Intelligence for Cyber Security: Performance Analysis of Network Intrusion Detection -- Leveraging Artificial Intelligence Capabilities for Real-Time Monitoring of Cybersecurity Threats -- Network Forensics in the Era of Artificial Intelligence -- Obfuscation-based Mechanisms in Location-based Privacy Protection -- Intelligent Radio Frequency Fingerprinting to Identify Malicious Tags in the Internet of Things -- Explainable Artificial Intelligence for Smart City Application: A Secure and Trusted Platform -- Explainable Artificial Intelligence in Sustainable Smart Healthcare.
520 _aThis book presents that explainable artificial intelligence (XAI) is going to replace the traditional artificial, machine learning, deep learning algorithms which work as a black box as of today. To understand the algorithms better and interpret the complex networks of these algorithms, XAI plays a vital role. In last few decades, we have embraced AI in our daily life to solve a plethora of problems, one of the notable problems is cyber security. In coming years, the traditional AI algorithms are not able to address the zero-day cyber attacks, and hence, to capitalize on the AI algorithms, it is absolutely important to focus more on XAI. Hence, this book serves as an excellent reference for those who are working in cyber security and artificial intelligence.
988 _aSpringer_Robotics_2022
650 7 _2embne
_aInteligencia artificial
_9413115
650 7 _2embne
_9158200
_aSeguridad informática
700 1 _aAhmed, Mohiuddin
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aIslam, Sheikh Rabiul
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aAnwar, Adnan
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aMoustafa, Nour
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aPathan, Al-Sakib Khan
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030966294
776 0 8 _iPrinted edition:
_z9783030966317
776 0 8 _iPrinted edition:
_z9783030966324
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-96630-0
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _b07/2022
_dz
_esc
_zSI