通过对抗性示例防御基于机器学习的推理攻击:机遇与挑战

{"title":"通过对抗性示例防御基于机器学习的推理攻击:机遇与挑战","authors":"Jinyuan Jia, N. Gong","doi":"10.1007/978-3-030-33432-1_2","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":273193,"journal":{"name":"Adaptive Autonomous Secure Cyber Systems","volume":"240 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"13","resultStr":"{\"title\":\"Defending against Machine Learning based Inference Attacks via Adversarial Examples: Opportunities and Challenges\",\"authors\":\"Jinyuan Jia, N. Gong\",\"doi\":\"10.1007/978-3-030-33432-1_2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\",\"PeriodicalId\":273193,\"journal\":{\"name\":\"Adaptive Autonomous Secure Cyber Systems\",\"volume\":\"240 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-09-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"13\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Adaptive Autonomous Secure Cyber Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1007/978-3-030-33432-1_2\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Adaptive Autonomous Secure Cyber Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/978-3-030-33432-1_2","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}