LEADER 05078nam 22006735 450 001 996465360103316 005 20200702020500.0 010 $a3-030-35642-6 024 7 $a10.1007/978-3-030-35642-2 035 $a(CKB)4100000011273715 035 $a(MiAaPQ)EBC6209946 035 $a(DE-He213)978-3-030-35642-2 035 $a(PPN)24839519X 035 $a(EXLCZ)994100000011273715 100 $a20200526d2020 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aCombating Security Challenges in the Age of Big Data$b[electronic resource] $ePowered by State-of-the-Art Artificial Intelligence Techniques /$fedited by Zubair Md. Fadlullah, Al-Sakib Khan Pathan 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (271 pages) 225 1 $aAdvanced Sciences and Technologies for Security Applications,$x1613-5113 311 $a3-030-35641-8 327 $aSecure Big data Transmission with Trust management for the Internet of Things (IoT) -- Concept Drift for Big Data -- Classification of Outlier?s Detection Methods Based on Quantitative Or Semantic Learning -- Cognitive Artificial Intelligence Countermeasure For Enhancing The Security Of Big Data Hardware From Power Analysis Attack -- On the Secure Routing Protocols, Selfishness Mitigation, and Trust in Mobile Ad Hoc Networks -- Deep Learning Approaches For IoT Security In The Big Data Era -- Deep Learning meets Malware Detection: An Investigation -- The Utilization of Blockchain for Enhancing Big Data Security and Veracity -- Authentication Methodology for Securing Machine-to-Machine Communication in Smart Grid -- Combating Intrusions in Smart Grid: Practical Defense and Forecasting Approaches -- Blockchain-based Distributed Key Management Approach Tailored for Smart Grid. 330 $aThis book addresses the key security challenges in the big data centric computing and network systems, and discusses how to tackle them using a mix of conventional and state-of-the-art techniques. The incentive for joining big data and advanced analytics is no longer in doubt for businesses and ordinary users alike. Technology giants like Google, Microsoft, Amazon, Facebook, Apple, and companies like Uber, Airbnb, NVIDIA, Expedia, and so forth are continuing to explore new ways to collect and analyze big data to provide their customers with interactive services and new experiences. With any discussion of big data, security is not, however, far behind. Large scale data breaches and privacy leaks at governmental and financial institutions, social platforms, power grids, and so forth, are on the rise that cost billions of dollars. The book explains how the security needs and implementations are inherently different at different stages of the big data centric system, namely at the point of big data sensing and collection, delivery over existing networks, and analytics at the data centers. Thus, the book sheds light on how conventional security provisioning techniques like authentication and encryption need to scale well with all the stages of the big data centric system to effectively combat security threats and vulnerabilities. The book also uncovers the state of the art technologies like deep learning and blockchain which can dramatically change the security landscape in the big data era. . 410 0$aAdvanced Sciences and Technologies for Security Applications,$x1613-5113 606 $aData protection 606 $aBig data 606 $aArtificial intelligence 606 $aSystem safety 606 $aElectrical engineering 606 $aSecurity$3https://scigraph.springernature.com/ontologies/product-market-codes/I28000 606 $aBig Data$3https://scigraph.springernature.com/ontologies/product-market-codes/I29120 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aSecurity Science and Technology$3https://scigraph.springernature.com/ontologies/product-market-codes/P31080 606 $aCommunications Engineering, Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/T24035 615 0$aData protection. 615 0$aBig data. 615 0$aArtificial intelligence. 615 0$aSystem safety. 615 0$aElectrical engineering. 615 14$aSecurity. 615 24$aBig Data. 615 24$aArtificial Intelligence. 615 24$aSecurity Science and Technology. 615 24$aCommunications Engineering, Networks. 676 $a005.8 702 $aFadlullah$b Zubair Md$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKhan Pathan$b Al-Sakib$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465360103316 996 $aCombating Security Challenges in the Age of Big Data$92201464 997 $aUNISA