{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T16:22:11Z","timestamp":1775838131607,"version":"3.50.1"},"publisher-location":"Cham","reference-count":6,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031699856","type":"print"},{"value":"9783031699863","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"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":[[2024]]},"DOI":"10.1007\/978-3-031-69986-3_6","type":"book-chapter","created":{"date-parts":[[2024,8,29]],"date-time":"2024-08-29T22:02:02Z","timestamp":1724968922000},"page":"77-91","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Guarding the\u00a0Digital Frontier: A Logistic Regression Approach to\u00a0Malware Detection"],"prefix":"10.1007","author":[{"given":"M. R.","family":"Archana Jenis","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"K.","family":"Shankar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"K.","family":"Srinivasa Seshadri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,8,30]]},"reference":[{"key":"6_CR1","doi-asserted-by":"publisher","unstructured":"Goyal, M., Kumar, R.: The pipeline process of signature-based and behavior-based malware detection. In: 2020 IEEE 5th International Conference on Computing Communication and Automation (ICCCA), pp. 497\u2013502 (2020). https:\/\/doi.org\/10.1109\/ICCCA49541.2020.9250879","DOI":"10.1109\/ICCCA49541.2020.9250879"},{"key":"6_CR2","doi-asserted-by":"publisher","unstructured":"Choudhary, S., Sharma, A.: Malware detection and classification using machine learning. In: 2020 International Conference on Emerging Trends in Communication, Control and Computing (ICONC3), pp. 1\u20134 (2020). https:\/\/doi.org\/10.1109\/ICONC345789.2020.9117547","DOI":"10.1109\/ICONC345789.2020.9117547"},{"key":"6_CR3","doi-asserted-by":"publisher","unstructured":"Sun, J., Yan, K., Liu, X., Yang, C., Fu, Y.: Malware detection on android smartphones using keywords vector and SVM. In: 2017 IEEE\/ACIS 16th International Conference on Computer and Information Science (ICIS), pp. 833\u2013838 (2017). https:\/\/doi.org\/10.1109\/ICIS.2017.7960108","DOI":"10.1109\/ICIS.2017.7960108"},{"key":"6_CR4","doi-asserted-by":"publisher","unstructured":"Yeo, M., et al.: Flow-based malware detection using convolutional neural network. In: 2018 International Conference on Information Networking (ICOIN), pp. 910\u2013913 (2018). https:\/\/doi.org\/10.1109\/ICOIN.2018.8343255","DOI":"10.1109\/ICOIN.2018.8343255"},{"key":"6_CR5","doi-asserted-by":"publisher","first-page":"46717","DOI":"10.1109\/ACCESS.2019.2906934","volume":"7","author":"R Vinayakumar","year":"2019","unstructured":"Vinayakumar, R., Alazab, M., Soman, K.P., Poornachandran, P., Venkatraman, S.: Robust intelligent malware detection using deep learning. IEEE Access 7, 46717\u201346738 (2019). https:\/\/doi.org\/10.1109\/ACCESS.2019.2906934","journal-title":"IEEE Access"},{"key":"6_CR6","doi-asserted-by":"publisher","first-page":"25696","DOI":"10.1109\/ACCESS.2022.3155695","volume":"10","author":"X Xing","year":"2022","unstructured":"Xing, X., Jin, X., Elahi, H., Jiang, H., Wang, G.: A malware detection approach using autoencoder in deep learning. IEEE Access 10, 25696\u201325706 (2022). https:\/\/doi.org\/10.1109\/ACCESS.2022.3155695","journal-title":"IEEE Access"}],"container-title":["IFIP Advances in Information and Communication Technology","Computational Intelligence in Data Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-69986-3_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,29]],"date-time":"2024-08-29T22:02:41Z","timestamp":1724968961000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-69986-3_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031699856","9783031699863"],"references-count":6,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-69986-3_6","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"value":"1868-4238","type":"print"},{"value":"1868-422X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"30 August 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors declare no conflict of interest regarding the publication of this paper. This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors. The authors have no financial or personal relationships that could influence the content of this paper.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interest"}},{"value":"ICCIDS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Intelligence in Data Science","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Chennai","order":3,"name":"conference_city","label":"Conference City","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 February 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 February 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccids2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.iccids.in","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}