05024nam a22005175i 4500001001800000003000900018005001700027007001500044008004100059020003700100024003500137050001500172050001600187072001600203072002300219072001500242245018200257250001800439264006900457300006700526336002600593337002600619338003600645347002400681505149000705520148402195650004903679650003603728650004903764650002003813650003603833650004003869700008303909700008403992700008604076700008404162710003404246773002604280776003604306776003604342776003604378856004604414912001404460912001504474999001704489978-3-031-57452-8DE-He21320251030112340.0cr nn 008mamaa240629s2024    sz |    s    |||| 0|eng d  a97830315745289978-3-031-57452-87 a10.1007/978-3-031-57452-82doi 4aQA76.9.A25 4aJC596-596.2 7aURD2bicssc 7aCOM0600402bisacsh 7aURD2thema10aArtificial Intelligence for Securityh[electronic resource] :bEnhancing Protection in a Changing World /cedited by Tuomo Sipola, Janne Alatalo, Monika Wolfmayr, Tero Kokkonen.  a1st ed. 2024. 1aCham :bSpringer Nature Switzerland :bImprint: Springer,c2024.  aXVIII, 366 p. 83 illus., 51 illus. in color.bonline resource.  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext filebPDF2rda0 aPart I Methodological Fundamentals of Artificial Intelligence -- Chapter.1.Safeguarding the Future of Artificial Intelligence: An AI Blueprint -- Chapter.2.Cybersecurity and the AI Silver Bullet.-Chapter.3.Artificial Intelligence and Differential Privacy – Review of Protection Estimate Models -- Chapter.4.To Know What You Do Not Know: Challenges for Explainable AI for Security and Threat Intelligence -- Chapter.5.Securing the Future: The Role of Knowledge Discovery Frameworks -- Chapter.6.Who Guards the Guardians? On Robustness of Deep Neural Networks.-Part II Artificial Intelligence for Critical Infrastructure Protection -- Chapter.7.Opportunities and Challenges of Using Artificial Intelligence in Securing Cyber-Physical System -- Chapter.8.Artificial Intelligence Working to Secure Small Enterprises -- Chapter.9.On the Cyber Security of Logistics in the Age of Artificial Intelligence.-Chapter.10.Fuzzy Machine Learning for Smart Grid Instability Detection -- Chapter.11.On Protection of the Next-Generation Mobile Networks against Adversarial Examples -- Chapter.12.Designing and Implementing an Interactive Cloud Platform for Teaching Machine Learning with Medical Data -- Part III Artificial Intelligence for Anomaly Detection -- Chapter.13.Machine Learning and Anomaly Detection for an Automated Monitoring of Log Data -- Chapter.14.Detecting Web Application DAST Attacks in Large-scale Event.-Chapter15.Enhancing IoT Intrusion Detection Using Hybrid DAIDS-RNN Mode.  aThis book discusses the use of artificial intelligence (AI) for security purposes. It is divided into three parts: methodological fundamentals of AI, use of AI for critical infrastructure protection and anomaly detection. The first section describes the latest knowledge for creating safe AIs and using them to enhance protection. This book also presents various domains and examples of AI-driven security. The chapters describe potential methods, demonstrate use cases and discuss the challenges of the evolving field. This includes topics such as defensive use of AI to detect threats. It discusses the offensive use of AI to better understand the future threat landscape, the use of AI for automation in critical infrastructure and overall challenges of AI usage for critical tasks. As new threats emerge, the use of AI technologies to protect the world one lives in is topical. New technologies in this space have advanced rapidly, and subsequently, their use in enhancing protection is an evident development. To this effect, this book brings together a group of international researchers and professionals who present their views on how to create security through AI. This book targets postgraduate students, researchers and professionals who want to understand the use of AI for security. Understanding latest advancements in this field will also be useful to those who want to comprehend modern cybersecurity in detail and who want to follow research and latest trends. . 0aData protectionxLaw and legislation.966490 0aArtificial intelligence.958441 0aComputer networksxSecurity measures.96394914aPrivacy.96649324aArtificial Intelligence.95844124aMobile and Network Security.9663791 aSipola, Tuomo.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9796001 aAlatalo, Janne.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9796011 aWolfmayr, Monika.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9796021 aKokkonen, Tero.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9796032 aSpringerLink (Online service)0 tSpringer Nature eBook08iPrinted edition:z978303157451108iPrinted edition:z978303157453508iPrinted edition:z978303157454240uhttps://doi.org/10.1007/978-3-031-57452-8  aZDB-2-SCS  aZDB-2-SXCS  c61145d61145