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According to earlier test records, the majority of defects were exposed due to a series of testing cases. However, the context of malformed inputs is not taken account into the previous algorithms. In this paper, we propose a refined structure-based fuzzing algorithm for Zigbee based on FSM, FSM-fuzzing. Any malformed input in FSM-Fuzzing is injected to the tested sensor against a specific initial state. If the sensor transferred to the next state of FMS or crashed, there would be a defect of Zigbee in dealing with the input under the state. The final state of the sensor is verified by an UIO sequence. After a round of tests, the sensor is regressed to the specific state to prepars for receiving the next mutation. All of the states would be traversed in FSM-fuzzing. A fuzzing tool, ZFSM-fuzzer, is designed for evaluating the performance of FSM-fuzzing. Experiment results show that there is a vulnerability of Zigbee in dealing with the frames without destination addresses. Further, the quality of cases of FSM-fuzzing is higher than the previous algorithms. Therefore, FSM-fuzzing is powerful in finding the vulnerabilities of Zigbee. <\/jats:p>","DOI":"10.1155\/2014\/762891","type":"journal-article","created":{"date-parts":[[2014,1,20]],"date-time":"2014-01-20T06:13:29Z","timestamp":1390198409000},"page":"762891","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":17,"title":["A Novel Fuzzing Method for Zigbee Based on Finite State Machine"],"prefix":"10.1177","volume":"10","author":[{"given":"Baojiang","family":"Cui","sequence":"first","affiliation":[{"name":"Beijing University of Posts and Telecommunications, Beijing 100876, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1990-8652","authenticated-orcid":false,"given":"Shurui","family":"Liang","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications, Beijing 100876, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shilei","family":"Chen","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications, Beijing 100876, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bing","family":"Zhao","sequence":"additional","affiliation":[{"name":"China Electric Power Research Institute, Beijing 100876, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaobing","family":"Liang","sequence":"additional","affiliation":[{"name":"China Electric Power Research Institute, Beijing 100876, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2014,1,20]]},"reference":[{"key":"B1-2014-762891","doi-asserted-by":"publisher","DOI":"10.1109\/WICOM.2009.5302649"},{"volume-title":"Zigbee Wireless Networks and Transceivers","year":"2007","author":"Farahani S.","key":"B2-2014-762891"},{"key":"B3-2014-762891","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2011.03.005"},{"key":"B4-2014-762891","doi-asserted-by":"publisher","DOI":"10.1155\/2012\/547471"},{"key":"B5-2014-762891","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2011.5935176"},{"issue":"3","key":"B6-2014-762891","first-page":"2320","volume":"1","author":"Rijin I. 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