{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T11:55:46Z","timestamp":1743076546088,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":16,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819797424"},{"type":"electronic","value":"9789819797431"}],"license":[{"start":{"date-parts":[[2024,11,3]],"date-time":"2024-11-03T00:00:00Z","timestamp":1730592000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,11,3]],"date-time":"2024-11-03T00:00:00Z","timestamp":1730592000000},"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":[[2025]]},"DOI":"10.1007\/978-981-97-9743-1_11","type":"book-chapter","created":{"date-parts":[[2024,11,2]],"date-time":"2024-11-02T17:03:31Z","timestamp":1730567011000},"page":"146-157","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["DDOS Attack Detection in Virtual Machine Using Machine Learning Algorithms"],"prefix":"10.1007","author":[{"given":"K.","family":"Lokeshwar","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M.","family":"Sumathi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,11,3]]},"reference":[{"key":"11_CR1","doi-asserted-by":"crossref","unstructured":"Balasubramaniam, S., et al.: Optimization enabled deep learning-based DDoS attack detection in cloud computing. Int. J. Intel. Sys. 1\u201316 (2023)","DOI":"10.1155\/2023\/2039217"},{"key":"11_CR2","doi-asserted-by":"crossref","unstructured":"Alarqan, M.A., Zaaba, Z.F., Almomani, A.: Detection mechanisms fo DDoS attack in cloud computing environment: A survey. CCIS 1132, 138\u2013152 (2020)","DOI":"10.1007\/978-981-15-2693-0_10"},{"key":"11_CR3","doi-asserted-by":"crossref","unstructured":"Velliangiri, S., Karthikeyan, P., Vinoth Kumar, V.: Detection of distributed denial of service attack in cloud computing using the optimization-based deep networks. J. Experim. Theoret. Artif. Intel. 405\u2013424 (2020)","DOI":"10.1080\/0952813X.2020.1744196"},{"key":"11_CR4","doi-asserted-by":"crossref","unstructured":"de Neira, A.B., Kantarci, B., Nogueira, M.: Distributed denial of service attack prediction: challenges, open issues and opportunities. Computer Networks, 1\u201327 (2023)","DOI":"10.1016\/j.comnet.2022.109553"},{"key":"11_CR5","doi-asserted-by":"crossref","unstructured":"Hosseini, S., Azizi, M.: The hybrid technique for DDoS detection with supervised learning algorithms. Computer Networks, 35\u201345 (2019)","DOI":"10.1016\/j.comnet.2019.04.027"},{"key":"11_CR6","doi-asserted-by":"crossref","unstructured":"Sambangi, S., Gondi, L.: A machine learning approach for DDoS attack detection using multiple linear regression. Proceedings, pp. 2\u201312 (2020)","DOI":"10.3390\/proceedings2020063051"},{"key":"11_CR7","doi-asserted-by":"crossref","unstructured":"Zekri, M., EL Kafhali, S., Aboutabit, N., Saadi, Y.: DDoS attack detection using machine learning techniques in cloud computing environments. 2017 3rd International conference of cloud computing technologies and applications, pp. 1\u20136 (2017)","DOI":"10.1109\/CloudTech.2017.8284731"},{"key":"11_CR8","doi-asserted-by":"crossref","unstructured":"Gottapu, S.R., Krishna, S.P.: A method for the identification of denial of service (DoS) attack in network traffic using machine learning techniques. J. Comp. Sci. (2023)","DOI":"10.26634\/jcom.11.3.20182"},{"key":"11_CR9","doi-asserted-by":"crossref","unstructured":"Sahosh, Z.H., Faheem, A., Tuba, M.B., Ahmed, Md.I.: A comparative review on DDoS attack detection using machine learning techniques. Malaysian J. Sci. Adv. Technol. 75\u201383 (2024)","DOI":"10.56532\/mjsat.v4i2.208"},{"key":"11_CR10","doi-asserted-by":"crossref","unstructured":"Kumari, K., Mrunalini, M.: Detecting denial of service attacks using machine learning algorithms. J. Big Data, 1\u201317 (2022)","DOI":"10.1186\/s40537-022-00616-0"},{"key":"11_CR11","unstructured":"Aslam, M., Ye, D., Tariq, A., Asad, M., Hanif, M., et al.: Adaptive machine learning based distributed denial-of-service attacks detection and mitigation system for SDN-Enable IoT. Sensors, 1\u201328"},{"key":"11_CR12","doi-asserted-by":"crossref","unstructured":"Kushwah, G.S., Ranga, V.: Voting extreme learning machine based distributed denial of service attack detection in cloud computing. J. Info. Sec. Appl. 1\u201312 (2020)","DOI":"10.1016\/j.jisa.2020.102532"},{"key":"11_CR13","doi-asserted-by":"crossref","unstructured":"Virupakshar, K.B., et al.: Distributed Denial of Service (DDoS) attacks detection system for openstack-based private cloud. International conference on computational intelligence and data science (ICCIDS 2019), pp. 2297\u20132307 (2019)","DOI":"10.1016\/j.procs.2020.03.282"},{"key":"11_CR14","doi-asserted-by":"crossref","unstructured":"Pande, S., Khamparia, A., Gupta, D., Thanh, D.N.H.: DDoS detection using machine learning technique. Recent studies on computational intelligence, pp. 59\u201368 (2020)","DOI":"10.1007\/978-981-15-8469-5_5"},{"key":"11_CR15","doi-asserted-by":"crossref","unstructured":"Nadeem, M.W., Goh, H.G., Ponnusamy, V., Anu, Y.: DDoS detection in SDN using machine learning techniques. Computers, Materials, & Continua, pp. 771\u2013789 (2021)","DOI":"10.32604\/cmc.2022.021669"},{"key":"11_CR16","doi-asserted-by":"crossref","unstructured":"Mohana Priya, P., Manjula, K.R.: Cog-SDN: Mitigation mechanism for distributed denial of service attacks in software defined networks. In: International Conference on Applications and Techniques in Information Security, pp. 202\u2013215. Springer Singapore, Singapore (2019)","DOI":"10.1007\/978-981-15-0871-4_16"}],"container-title":["Communications in Computer and Information Science","Applications and Techniques in Information Security"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-97-9743-1_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,2]],"date-time":"2024-11-02T17:04:08Z","timestamp":1730567048000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-97-9743-1_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,3]]},"ISBN":["9789819797424","9789819797431"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-981-97-9743-1_11","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2024,11,3]]},"assertion":[{"value":"3 November 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ATIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Applications and Techniques in Information Security","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"India","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 November 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 November 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"atis2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}