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Surv."],"published-print":{"date-parts":[[2015,9,29]]},"abstract":"<jats:p>Security is oftentimes centrally managed. An alternative trend of using collaboration in order to improve security has gained momentum over the past few years. Collaborative security is an abstract concept that applies to a wide variety of systems and has been used to solve security issues inherent in distributed environments. Thus far, collaboration has been used in many domains such as intrusion detection, spam filtering, botnet resistance, and vulnerability detection. In this survey, we focus on different mechanisms of collaboration and defense in collaborative security. We systematically investigate numerous use cases of collaborative security by covering six types of security systems. Aspects of these systems are thoroughly studied, including their technologies, standards, frameworks, strengths and weaknesses. We then present a comprehensive study with respect to their analysis target, timeliness of analysis, architecture, network infrastructure, initiative, shared information and interoperability. We highlight five important topics in collaborative security, and identify challenges and possible directions for future research. Our work contributes the following to the existing research on collaborative security with the goal of helping to make collaborative security systems more resilient and efficient. This study (1) clarifies the scope of collaborative security, (2) identifies the essential components of collaborative security, (3) analyzes the multiple mechanisms of collaborative security, and (4) identifies challenges in the design of collaborative security.<\/jats:p>","DOI":"10.1145\/2785733","type":"journal-article","created":{"date-parts":[[2015,7,22]],"date-time":"2015-07-22T18:49:50Z","timestamp":1437590990000},"page":"1-42","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":53,"title":["Collaborative Security"],"prefix":"10.1145","volume":"48","author":[{"given":"Guozhu","family":"Meng","sequence":"first","affiliation":[{"name":"Nanyang Technological University, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yang","family":"Liu","sequence":"additional","affiliation":[{"name":"Nanyang Technological University, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jie","family":"Zhang","sequence":"additional","affiliation":[{"name":"Nanyang Technological University, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexander","family":"Pokluda","sequence":"additional","affiliation":[{"name":"University of Waterloo, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Raouf","family":"Boutaba","sequence":"additional","affiliation":[{"name":"University of Waterloo, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2015,7,22]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1868447.1868469"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/1529282.1529769"},{"key":"e_1_2_1_3_1","volume-title":"Proceedings of the 1st International Workshop on Wireless Information Systems (WIS\u201902)","author":"Albers Patrick","year":"2002","unstructured":"Patrick Albers , Olivier Camp , JeanMarc Percher , Bernard Jouga , and Ricardo Puttini . 2002 . 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