{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T10:12:47Z","timestamp":1742983967221,"version":"3.40.3"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030750145"},{"type":"electronic","value":"9783030750152"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-75015-2_13","type":"book-chapter","created":{"date-parts":[[2021,5,3]],"date-time":"2021-05-03T21:11:27Z","timestamp":1620076287000},"page":"121-132","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Cooperative Monitoring of Malicious Activity in Stock Exchanges"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5573-3282","authenticated-orcid":false,"given":"Bhavya","family":"Kalra","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1795-8333","authenticated-orcid":false,"given":"Sai Krishna","family":"Munnangi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5468-4899","authenticated-orcid":false,"given":"Kushal","family":"Majmundar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8557-7954","authenticated-orcid":false,"given":"Naresh","family":"Manwani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8071-5409","authenticated-orcid":false,"given":"Praveen","family":"Paruchuri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,5,3]]},"reference":[{"key":"13_CR1","doi-asserted-by":"crossref","unstructured":"Aswani, R., Munnangi, S.K., Paruchuri, P.: Improving surveillance using cooperative target observation. In: Thirty-First AAAI Conference (2017)","DOI":"10.1609\/aaai.v31i1.10707"},{"key":"13_CR2","unstructured":"Brandom, R.: Hackers increasingly turn their sights on stock exchanges (2013). https:\/\/www.theverge.com\/2013\/8\/1\/4578688\/hackers-turn-their-sights-on-stock-exchanges"},{"issue":"3","key":"13_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1541880.1541882","volume":"41","author":"V Chandola","year":"2009","unstructured":"Chandola, V., Banerjee, A., Kumar, V.: Anomaly detection: a survey. ACM Comput. Surv. (CSUR) 41(3), 1\u201358 (2009)","journal-title":"ACM Comput. Surv. (CSUR)"},{"key":"13_CR4","volume-title":"Introduction to the Theories and Varieties of Modern Crime in Financial Markets","author":"MC Frunza","year":"2015","unstructured":"Frunza, M.C.: Introduction to the Theories and Varieties of Modern Crime in Financial Markets. Academic Press, Cambridge (2015)"},{"issue":"1","key":"13_CR5","first-page":"4","volume":"8","author":"R Ganesan","year":"2016","unstructured":"Ganesan, R., Jajodia, S., Shah, A., Cam, H.: Dynamic scheduling of cybersecurity analysts for minimizing risk using reinforcement learning. ACM Trans. Intell. Syst. Technol. (TIST) 8(1), 4 (2016)","journal-title":"ACM Trans. Intell. Syst. Technol. (TIST)"},{"key":"13_CR6","unstructured":"Goldberg, H.G., Kirkland, J.D., Lee, D., Shyr, P., Thakker, D.: The NASD securities observation, new analysis and regulation system (SONAR). In: IAAI, pp. 11\u201318 (2003)"},{"key":"13_CR7","unstructured":"Goodin, D.: How elite hackers (almost) stole the NASDAQ (2014). https:\/\/arstechnica.com\/information-technology\/2014\/07\/how-elite-hackers-almost-stole-the-nasdaq"},{"key":"13_CR8","doi-asserted-by":"crossref","unstructured":"Harris, L.: Trading and Exchanges: Market Microstructure for Practitioners. OUP, Oxford (2003)","DOI":"10.1093\/oso\/9780195144703.001.0001"},{"key":"13_CR9","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1016\/j.jbef.2018.08.004","volume":"20","author":"S Imisiker","year":"2018","unstructured":"Imisiker, S., Tas, B.K.O.: Wash trades as a stock market manipulation tool. J. Behav. Exp. Finance 20, 92\u201398 (2018)","journal-title":"J. Behav. Exp. Finance"},{"key":"13_CR10","unstructured":"Ingraham, N.: The US government has charged five men with the largest hacking scheme in us history (2013). https:\/\/www.theverge.com\/2013\/7\/25\/4556594\/five-men-charged-in-largest-hacking-scheme-in-us-history"},{"key":"13_CR11","doi-asserted-by":"crossref","unstructured":"Luke, S., Sullivan, K., Panait, L., Balan, G.: Tunably decentralized algorithms for cooperative target observation. In: Proceedings of the Fourth International Conference on Autonomous Agents and Multiagent Systems, pp. 911\u2013917. ACM (2005)","DOI":"10.1145\/1082473.1082611"},{"key":"13_CR12","first-page":"139","volume":"2","author":"LM Manevitz","year":"2002","unstructured":"Manevitz, L.M., Yousef, M.: One-class SVMs for document classification. J. Mach. Learn. Res. 2, 139\u2013154 (2002)","journal-title":"J. Mach. Learn. Res."},{"key":"13_CR13","doi-asserted-by":"crossref","unstructured":"Montgomery, J.D.: Spoofing, market manipulation, and the limit-order book (2016). https:\/\/ankura.com\/insights\/spoofing-market-manipulation-and-the-limit-order-book","DOI":"10.2139\/ssrn.2780579"},{"key":"13_CR14","unstructured":"Nikkei: Malaysia probes cyberattack suspected of disrupting online stock trading (2017). https:\/\/asia.nikkei.com\/Markets\/Equities\/Malaysia-probes-cyberattack-suspected-of-disrupting-online-stock-trading"},{"issue":"3","key":"13_CR15","doi-asserted-by":"publisher","first-page":"231","DOI":"10.1023\/A:1015256330750","volume":"12","author":"LE Parker","year":"2002","unstructured":"Parker, L.E.: Distributed algorithms for multi-robot observation of multiple moving targets. Auton. Robots 12(3), 231\u2013255 (2002)","journal-title":"Auton. Robots"},{"key":"13_CR16","first-page":"2825","volume":"12","author":"F Pedregosa","year":"2011","unstructured":"Pedregosa, F., et al.: Scikit-learn: machine learning in Python. J. Mach. Learn. Res. 12, 2825\u20132830 (2011)","journal-title":"J. Mach. Learn. Res."},{"key":"13_CR17","unstructured":"Rashid, F.Y.: Cyber attacks against stock exchanges threaten financial markets (2013). https:\/\/www.securityweek.com\/cyber-attacks-against-stock-exchanges-threaten-financial-markets-report"},{"key":"13_CR18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-77857-0","volume-title":"Financial Literacy: Empowerment in the Stock Market","author":"A Saeedi","year":"2018","unstructured":"Saeedi, A., Hamedi, M.: Financial Literacy: Empowerment in the Stock Market. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-77857-0"},{"key":"13_CR19","unstructured":"SMARTS: Nasdaq (smarts) trade surveillance for automated capture and monitoring of all trading activity. https:\/\/new.nasdaq.com\/solutions\/nasdaq-trade-surveillance"},{"key":"13_CR20","volume-title":"Reinforcement Learning: An Introduction","author":"RS Sutton","year":"2018","unstructured":"Sutton, R.S., Barto, A.G.: Reinforcement Learning: An Introduction. MIT Press, Cambridge (2018)"},{"key":"13_CR21","doi-asserted-by":"publisher","unstructured":"Wang, J., Cao, J., Wang, S., Yao, Z., Li, W.: IRDA: incremental reinforcement learning for dynamic resource allocation. IEEE Trans. Big Data 1 (2020). https:\/\/doi.org\/10.1109\/TBDATA.2020.2988273","DOI":"10.1109\/TBDATA.2020.2988273"}],"container-title":["Lecture Notes in Computer Science","Trends and Applications in Knowledge Discovery and Data Mining"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-75015-2_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,3]],"date-time":"2023-11-03T06:16:10Z","timestamp":1698992170000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-75015-2_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030750145","9783030750152"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-75015-2_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"3 May 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PAKDD","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pacific-Asia Conference on Knowledge Discovery and Data Mining","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 May 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 May 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"pakdd2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/pakdd2021.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"CMT","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"673","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"157","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"23% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"7","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}