| 000 | 02539nam a22003495i 4500 | ||
|---|---|---|---|
| 999 |
_c381989 _d381989 |
||
| 001 | 19753773 | ||
| 003 | APU | ||
| 005 | 20190219022449.0 | ||
| 008 | 181208s2017 nyu 000 0 eng | ||
| 010 | _a 2017946318 | ||
| 020 | _a9783319594385 (hbk.) | ||
| 020 | _a3319594389 (hbk.) | ||
| 040 |
_aDLC _beng _cDLC _dWAN |
||
| 042 | _apcc | ||
| 050 |
_aQA76.9.A25 _bD38 2017 |
||
| 245 | 0 | 0 |
_aData analytics and decision support for cybersecurity : _btrends, methodologies and applications / _cIván Palomares Carrascosa, Harsha Kumara Kalutarage, Yan Huang, editors. |
| 260 |
_aCham, Switzerland : _bSpringer-Verlag, _c2017. |
||
| 300 |
_axvi, 270 p. : _bill. ; _c24 cm |
||
| 490 | _aData analytics. | ||
| 504 | _aIncludes bibliographical references. | ||
| 505 | _aA Toolset for Intrusion and Insider Threat Detection.- Human-Machine Decision Support Systems for Insider Threat Detection.- Detecting malicious collusions between mobile software applications.- Dynamic Analysis of Malware using Run-Time Opcodes.- Big Data Analytics for Intrusion Detection System: Statistical Decision-making using Finite Dirichlet Mixture Models.- Security of Online Examinations.- Attribute Noise, Classification Technique, and Classification Accuracy.- Learning from Loads: An Intelligent System for Decision Support in Identifying Nodal Load Disturbances of Cyber-Attacks in Smart Power Systems using Gaussian Processes and Fuzzy Inference.- Visualization and Data Provenance Trends in Decision Support for Cybersecurity. | ||
| 520 | _a "The book illustrates the inter-relationship between several data management, analytics and decision support techniques and methods commonly adopted in Cybersecurity-oriented frameworks. The recent advent of Big Data paradigms and the use of data science methods, has resulted in a higher demand for effective data-driven models that support decision-making at a strategic level. This motivates the need for defining novel data analytics and decision support approaches in a myriad of real-life scenarios and problems, with Cybersecurity-related domains being no exception"--Provided by publisher. | ||
| 650 |
_aComputer security _xDecision making. _941050 |
||
| 650 |
_aBig data. _941051 |
||
| 650 |
_aData encryption (Computer science). _941052 |
||
| 700 | 1 |
_aCarrascosa, Iván Palomares. _941053 |
|
| 700 | 1 |
_aKalutarage, Harsha Kumara. _941054 |
|
| 700 | 1 |
_aHuang, Yan. _941055 |
|
| 906 |
_a0 _bibc _corignew _d2 _eepcn _f20 _gy-gencatlg |
||
| 942 |
_2lcc _cBook |
||