{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,9]],"date-time":"2025-05-09T16:00:06Z","timestamp":1746806406192,"version":"3.40.5"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319197128"},{"type":"electronic","value":"9783319197135"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-19713-5_18","type":"book-chapter","created":{"date-parts":[[2015,5,26]],"date-time":"2015-05-26T13:19:45Z","timestamp":1432646385000},"page":"201-212","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":21,"title":["Neural Analysis of HTTP Traffic for Web Attack Detection"],"prefix":"10.1007","author":[{"given":"David","family":"Atienza","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"\u00c1lvaro","family":"Herrero","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Emilio","family":"Corchado","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,5,27]]},"reference":[{"issue":"3","key":"18_CR1","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1002\/nem.433","volume":"12","author":"JM Myerson","year":"2002","unstructured":"Myerson, J.M.: Identifying enterprise network vulnerabilities. Int. J. Network Manage 12(3), 135\u2013144 (2002)","journal-title":"Int. J. Network Manage"},{"key":"18_CR2","doi-asserted-by":"crossref","unstructured":"Fielding, R., Reschke, J.: Hypertext transfer protocol (HTTP\/1.1): message syntax and routing. IETF RFC 7230 (2014)","DOI":"10.17487\/rfc7230"},{"key":"18_CR3","doi-asserted-by":"crossref","unstructured":"Fielding, R., Gettys, J., Mogul, J., Frystyk, H., Berners-Lee, T.: Hypertext transfer protocol \u2013 HTTP\/1.1. IETF RFC 2068 (1997)","DOI":"10.17487\/rfc2068"},{"key":"18_CR4","unstructured":"Crist, J.: Web based attacks. SANS institute - infosec reading room (2007)"},{"key":"18_CR5","unstructured":"Ponemon Institute - Cost of Cyber Crime Study (2014)"},{"key":"18_CR6","doi-asserted-by":"crossref","unstructured":"Kaspersky Security Bulletin 2014 (2014)","DOI":"10.1016\/S1353-4858(14)70003-0"},{"key":"18_CR7","doi-asserted-by":"crossref","unstructured":"Pastrana, S., Torrano-Gimenez, C., Nguyen, H., Orfila, A.: Anomalous web payload detection: evaluating the resilience of 1-grams based classifiers. In: Camacho, D., Braubach, L., Venticinque, S., Badica, C. (eds.) Intelligent Distributed Computing VIII, vol. 570, pp. 195\u2013200. Springer International Publishing (2015)","DOI":"10.1007\/978-3-319-10422-5_21"},{"issue":"1","key":"18_CR8","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1093\/jigpal\/jzu038","volume":"23","author":"M Chora\u015b","year":"2014","unstructured":"Chora\u015b, M., Kozik, R.: Machine learning techniques applied to detect cyber attacks on web applications. Logic J. IGPL 23(1), 45\u201356 (2014)","journal-title":"Logic J. IGPL"},{"issue":"2","key":"18_CR9","doi-asserted-by":"publisher","first-page":"2042","DOI":"10.1016\/j.asoc.2010.07.002","volume":"11","author":"E Corchado","year":"2011","unstructured":"Corchado, E., Herrero, \u00c1.: Neural visualization of network traffic data for intrusion detection. Appl. Soft. Comput. 11(2), 2042\u20132056 (2011)","journal-title":"Appl. Soft. Comput."},{"key":"18_CR10","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1016\/j.ins.2011.06.020","volume":"231","author":"CI Pinz\u00f3n","year":"2013","unstructured":"Pinz\u00f3n, C.I., De Paz, J.F., Herrero, \u00c1., Corchado, E., Bajo, J., Corchado, J.M.: idMAS-SQL: intrusion detection based on MAS to detect and block SQL injection through data mining. Inf. Sci. 231, 15\u201331 (2013)","journal-title":"Inf. Sci."},{"issue":"2","key":"18_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1142\/S0129065712500050","volume":"22","author":"\u00c1 Herrero","year":"2012","unstructured":"Herrero, \u00c1., Zurutuza, U., Corchado, E.: A neural-visualization IDS for honeynet data. Int. J. Neural Syst. 22(2), 1\u201318 (2012)","journal-title":"Int. J. Neural Syst."},{"issue":"5","key":"18_CR12","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1109\/MCG.2007.137","volume":"27","author":"AD D\u2019Amico","year":"2007","unstructured":"D\u2019Amico, A.D., Goodall, J.R., Tesone, D.R., Kopylec, J.K.: Visual discovery in computer network defense. IEEE Comput. Graphics Appl. 27(5), 20\u201327 (2007)","journal-title":"IEEE Comput. Graphics Appl."},{"key":"18_CR13","unstructured":"The MathWorks, Inc., Natick, Massachusetts, United States.: MATLAB (2014)"},{"issue":"1","key":"18_CR14","doi-asserted-by":"publisher","first-page":"148","DOI":"10.1109\/72.554199","volume":"8","author":"P Demartines","year":"1997","unstructured":"Demartines, P., Herault, J.: Curvilinear component analysis: a self-organizing neural network for nonlinear mapping of data sets. IEEE Trans. Neural Networks 8(1), 148\u2013154 (1997)","journal-title":"IEEE Trans. Neural Networks"},{"issue":"6","key":"18_CR15","doi-asserted-by":"publisher","first-page":"559","DOI":"10.1080\/14786440109462720","volume":"2","author":"K Pearson","year":"1901","unstructured":"Pearson, K.: On lines and planes of closest fit to systems of points in space. Phil. Mag. 2(6), 559\u2013572 (1901)","journal-title":"Phil. Mag."},{"key":"18_CR16","doi-asserted-by":"publisher","first-page":"417","DOI":"10.1037\/h0071325","volume":"24","author":"H Hotelling","year":"1933","unstructured":"Hotelling, H.: Analysis of a complex of statistical variables into principal components. J. Educ. Psychol. 24, 417\u2013444 (1933)","journal-title":"J. Educ. Psychol."},{"issue":"6","key":"18_CR17","doi-asserted-by":"publisher","first-page":"927","DOI":"10.1016\/S0893-6080(05)80089-9","volume":"5","author":"E Oja","year":"1992","unstructured":"Oja, E.: Principal components, minor components, and linear neural networks. Neural Networks 5(6), 927\u2013935 (1992)","journal-title":"Neural Networks"},{"issue":"1\u20132","key":"18_CR18","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1023\/A:1009606706736","volume":"6","author":"C Fyfe","year":"1997","unstructured":"Fyfe, C.: A neural network for PCA and beyond. Neural Process. Lett. 6(1\u20132), 33\u201341 (1997)","journal-title":"Neural Process. Lett."},{"issue":"8","key":"18_CR19","doi-asserted-by":"publisher","first-page":"1447","DOI":"10.1142\/S0218001403002915","volume":"17","author":"E Corchado","year":"2003","unstructured":"Corchado, E., Fyfe, C.: Connectionist techniques for the identification and suppression of interfering underlying factors. Int. J. Pattern Recognit Artif Intell. 17(8), 1447\u20131466 (2003)","journal-title":"Int. J. Pattern Recognit Artif Intell."},{"issue":"3","key":"18_CR20","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1023\/B:DAMI.0000023673.23078.a3","volume":"8","author":"E Corchado","year":"2004","unstructured":"Corchado, E., MacDonald, D., Fyfe, C.: Maximum and minimum likelihood hebbian learning for exploratory projection pursuit. Data Min. Knowl. Disc. 8(3), 203\u2013225 (2004)","journal-title":"Data Min. Knowl. Disc."},{"key":"18_CR21","unstructured":"Fyfe, C., Corchado, E.: Maximum likelihood hebbian rules. In: 10th European Symposium on Artificial Neural Networks (ESANN 2002), pp. 143\u2013148 (2002)"},{"issue":"9","key":"18_CR22","doi-asserted-by":"publisher","first-page":"1464","DOI":"10.1109\/5.58325","volume":"78","author":"T Kohonen","year":"1990","unstructured":"Kohonen, T.: The self-organizing map. Proc. IEEE 78(9), 1464\u20131480 (1990)","journal-title":"Proc. IEEE"},{"key":"18_CR23","unstructured":"Ritter, H., Martinetz, T., Schulten, K.: Neural Computation and Self-Organizing Maps; An Introduction. Addison-Wesley Longman Publishing Co., Inc., Chicago (1992)"},{"key":"18_CR24","unstructured":"HTTP DATASET CSIC 2010: http:\/\/www.isi.csic.es\/dataset\/"}],"container-title":["Advances in Intelligent Systems and Computing","International Joint Conference"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-19713-5_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,24]],"date-time":"2023-01-24T12:45:08Z","timestamp":1674564308000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-19713-5_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319197128","9783319197135"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-19713-5_18","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"27 May 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}