{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T20:02:43Z","timestamp":1743105763568,"version":"3.40.3"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783031217425"},{"type":"electronic","value":"9783031217432"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-21743-2_15","type":"book-chapter","created":{"date-parts":[[2022,12,8]],"date-time":"2022-12-08T14:24:05Z","timestamp":1670509445000},"page":"183-195","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["An Ensemble Based Deep Learning Framework to\u00a0Detect and\u00a0Deceive XSS and\u00a0SQL Injection Attacks"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9113-4490","authenticated-orcid":false,"given":"Waleed","family":"Bin Shahid","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Baber","family":"Aslam","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2437-4870","authenticated-orcid":false,"given":"Haider","family":"Abbas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9583-5585","authenticated-orcid":false,"given":"Hammad","family":"Afzal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8958-672X","authenticated-orcid":false,"given":"Imran","family":"Rashid","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,12,9]]},"reference":[{"key":"15_CR1","unstructured":"Lindsay Liedke.: 100+ Internet Statistics and Facts for 2020. http:\/\/www.websitehostingrating.com\/internet-statistics-facts\/. Accessed 29 Mar 2021"},{"key":"15_CR2","unstructured":"The Open Web Application Security Project.: OWASP Top Ten. http:\/\/owasp.org\/www-project-top-ten\/. Accessed 25 Mar 2021"},{"key":"15_CR3","doi-asserted-by":"crossref","unstructured":"Clincy, V., Shahriar, H.: Web application firewall: network security models and configuration. In: 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC), vol. 01, pp. 835\u2013836 (2018)","DOI":"10.1109\/COMPSAC.2018.00144"},{"key":"15_CR4","doi-asserted-by":"publisher","unstructured":"Luo, C., Tan, Z., Min, G., Gan, J., Shi, W., Tian, Z.: A novel web attack detection system for internet of things via ensemble classification. IEEE Trans. Ind. Inform. 01, 1 (2020). https:\/\/doi.org\/10.1109\/TII.2020.3038761(2018)","DOI":"10.1109\/TII.2020.3038761(2018)"},{"key":"15_CR5","doi-asserted-by":"publisher","unstructured":"Niu, Q., Li, X.: A high-performance web attack detection method based on CNN-GRU model. In: 2020 IEEE 4th Information Technology, Networking, Electronic and Automation Control Conference (ITNEC), vol. 01, pp. 804\u2013808 (2020). https:\/\/doi.org\/10.1109\/ITNEC48623.2020.9085028","DOI":"10.1109\/ITNEC48623.2020.9085028"},{"key":"15_CR6","unstructured":"Gim\u00e9nez, C.T., Villegas, A.P., Mara\u00f1\u00f3n, G.\u00c1.: HTTP DATASET CSIC 2010. http:\/\/www.isi.csic.es\/dataset\/. Accessed 8 Nov 2021"},{"key":"15_CR7","doi-asserted-by":"publisher","unstructured":"Kim, T.-Y., Cho, S.: Web traffic anomaly detection using C-LSTM neural networks. Expert Syst. Appl. 106 (2018). https:\/\/doi.org\/10.1016\/j.eswa.2018.04.004","DOI":"10.1016\/j.eswa.2018.04.004"},{"key":"15_CR8","doi-asserted-by":"publisher","unstructured":"Tekerek, A.: A novel architecture for web-based attack detection using convolutional neural network. Comput. Secur. 100, 102096 (2021). https:\/\/doi.org\/10.1016\/j.cose.2020.102096","DOI":"10.1016\/j.cose.2020.102096"},{"key":"15_CR9","doi-asserted-by":"publisher","unstructured":"Pan, Y., et al.: Detecting web attacks with end-to-end deep learning. J. Internet Serv. Appl. 10 (2019). https:\/\/doi.org\/10.1186\/s13174-019-0115-x","DOI":"10.1186\/s13174-019-0115-x"},{"key":"15_CR10","doi-asserted-by":"publisher","unstructured":"Mokbal, F.M.M., Dan, W., Imran, A., Jiuchuan, L., Akhtar, F., Xiaoxi, W.: MLPXSS: an integrated XSS-based attack detection scheme in web applications using multilayer perceptron technique. IEEE Access 7, 100567\u2013100580 (2019). https:\/\/doi.org\/10.1186\/s13174-019-0115-x","DOI":"10.1186\/s13174-019-0115-x"},{"key":"15_CR11","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2021.103270","volume":"198","author":"WB Shahid","year":"2022","unstructured":"Shahid, W.B., Aslam, B., Abbas, H., Khalid, S.B., Afzal, H.: An enhanced deep learning based framework for web attacks detection, mitigation and attacker profiling. J. Netw. Comput. Appl. 198, 103270 (2022)","journal-title":"J. Netw. Comput. Appl."},{"key":"15_CR12","doi-asserted-by":"publisher","unstructured":"Valicek, M., Schramm, G., Pirker, M., Schrittwieser, S.: Creation and integration of remote high interaction honeypots. In: 2017 International Conference on Software Security and Assurance (ICSSA), pp. 50\u201355 (2017). https:\/\/doi.org\/10.1186\/s13174-019-0115-x","DOI":"10.1186\/s13174-019-0115-x"},{"key":"15_CR13","doi-asserted-by":"publisher","unstructured":"De Gaspari, F., Jajodia, S., Mancini, L.V., Panico, A.: AHEAD: A New Architecture for Active Defense, pp. 11\u201316. Association for Computing Machinery (2016). https:\/\/doi.org\/10.1145\/2994475.2994481","DOI":"10.1145\/2994475.2994481"},{"key":"15_CR14","doi-asserted-by":"publisher","unstructured":"Kyriakou, A., Sklavos, N.: Container-based honeypot deployment for the analysis of malicious activity. In: 2018 Global Information Infrastructure and Networking Symposium (GIIS), pp. 1\u20134 (2017). https:\/\/doi.org\/10.1109\/GIIS.2018.8635778","DOI":"10.1109\/GIIS.2018.8635778"},{"key":"15_CR15","unstructured":"The TON IoT Datasets. http:\/\/research.unsw.edu.au\/projects\/toniot-datasets. Accessed 7 Oct 2021"},{"key":"15_CR16","unstructured":"Stratosphere Lab: A labeled dataset with malicious and benign IoT network traffic. http:\/\/www.stratosphereips.org\/datasets-iot23. Accessed 4 Oct 2021"},{"key":"15_CR17","unstructured":"sklearn.preprocessing.LabelEncoder. http:\/\/scikit-learn.org\/stable\/modules\/generated\/sklearn.preprocessing.LabelEncoder.html. Accessed 8 Nov 2021"},{"key":"15_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-1-4419-9326-7","volume-title":"Ensemble Machine Learning","author":"R Polikar","year":"2012","unstructured":"Polikar, R.: Ensemble Machine Learning, pp. 1\u201334. Springer, New York (2012). https:\/\/doi.org\/10.1007\/978-1-4419-9326-7"},{"key":"15_CR19","volume":"67","author":"WB Shahid","year":"2022","unstructured":"Shahid, W.B., Aslam, B., Abbas, H., Afzal, H., Khalid, S.B.: A deep learning assisted personalized deception system for countering web application attacks. J. Inf. Secur. Appl. 67, 103169 (2022)","journal-title":"J. Inf. Secur. Appl."},{"key":"15_CR20","doi-asserted-by":"crossref","unstructured":"Mphago, B., Mpoeleng, D., Masupe, S.: Deception in web application honeypots: case of Glastopf. In: International Journal of Cyber-Security and Digital Forensics, vol. 6, pp. 179\u2013185. The Society of Digital Information and Wireless Communications (2017)","DOI":"10.17781\/P002304"}],"container-title":["Lecture Notes in Computer Science","Intelligent Information and Database Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-21743-2_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T17:02:33Z","timestamp":1710262953000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-21743-2_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031217425","9783031217432"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-21743-2_15","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"9 December 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ACIIDS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asian Conference on Intelligent Information and Database Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ho Chi Minh City","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vietnam","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 November 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 November 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aciids2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/aciids.pwr.edu.pl\/2022\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}