{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:40:34Z","timestamp":1742913634035,"version":"3.40.3"},"publisher-location":"Cham","reference-count":54,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030914233"},{"type":"electronic","value":"9783030914240"}],"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\/978-3-030-91424-0_3","type":"book-chapter","created":{"date-parts":[[2021,11,16]],"date-time":"2021-11-16T13:03:29Z","timestamp":1637067809000},"page":"42-53","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Towards Secure and Trustworthy Crowdsourcing with Versatile Data Analytics"],"prefix":"10.1007","author":[{"given":"Rui","family":"Lian","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anxin","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yifeng","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cong","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,11,17]]},"reference":[{"key":"3_CR1","unstructured":"Abrams, L.: Hacker leaks 386 million user records from 18 companies for free (2020). https:\/\/www.bleepingcomputer.com\/news\/security\/hacker-leaks-386-million-user-records-from-18-companies-for-free\/"},{"key":"3_CR2","doi-asserted-by":"crossref","unstructured":"Antonopoulos, P., et al.: Azure SQL database always encrypted. In: Proceedings of ACM SIGMOD (2020)","DOI":"10.1145\/3318464.3386141"},{"key":"3_CR3","unstructured":"Appen: data-security (2021). https:\/\/appen.com\/data-security\/"},{"key":"3_CR4","doi-asserted-by":"crossref","unstructured":"Armbrust, M., et al.: Spark SQL: relational data processing in spark. In: Proceedings of ACM SIGMOD (2015)","DOI":"10.1145\/2723372.2742797"},{"key":"3_CR5","unstructured":"Bailleu, M., Thalheim, J., Bhatotia, P., Fetzer, C., Honda, M., Vaswani, K.: $$\\{$$SPEICHER$$\\}$$: Securing ISM-based key-value stores using shielded execution. In: Proceedings of USENIX FAST (2019)"},{"key":"3_CR6","doi-asserted-by":"crossref","unstructured":"Chen, Q., Kapravelos, A.: Mystique: uncovering information leakage from browser extensions. In: Proceedings of ACM CCS (2018)","DOI":"10.1145\/3243734.3243823"},{"issue":"86","key":"3_CR7","first-page":"1","volume":"2016","author":"V Costan","year":"2016","unstructured":"Costan, V., Devadas, S.: Intel SGX explained. IACR Cryptol. ePrint Arch. 2016(86), 1\u2013118 (2016)","journal-title":"IACR Cryptol. ePrint Arch."},{"issue":"1","key":"3_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3148148","volume":"51","author":"F Daniel","year":"2018","unstructured":"Daniel, F., Kucherbaev, P., Cappiello, C., Benatallah, B., Allahbakhsh, M.: Quality control in crowdsourcing: a survey of quality attributes, assessment techniques, and assurance actions. ACM Comput. Surv. 51(1), 1\u201340 (2018)","journal-title":"ACM Comput. Surv."},{"key":"3_CR9","doi-asserted-by":"crossref","unstructured":"Deng, J., Dong, W., Socher, R., Li, L.J., Li, K., Fei-Fei, L.: Imagenet: a large-scale hierarchical image database. In: Proceedings of IEEE CVPR (2009)","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"3_CR10","doi-asserted-by":"crossref","unstructured":"Dhar, A., Ulqinaku, E., Kostiainen, K., Capkun, S.: Protection: root-of-trust for in compromised platforms. In: Proceedings of NDSS (2020)","DOI":"10.14722\/ndss.2020.24112"},{"key":"3_CR11","doi-asserted-by":"crossref","unstructured":"Ermoshina, K., Musiani, F., Halpin, H.: End-to-end encrypted messaging protocols: an overview. In: Proceedings of INSCI (2016)","DOI":"10.1007\/978-3-319-45982-0_22"},{"key":"3_CR12","doi-asserted-by":"crossref","unstructured":"Eskandarian, S., et al.: Fidelius: protecting user secrets from compromised browsers. In: Proceedings of IEEE SP (2019)","DOI":"10.1109\/SP.2019.00036"},{"key":"3_CR13","unstructured":"eugdpr.org: The EU general data protection regulation (GDPR) is the most important change in data privacy regulation in 20 years (2021). https:\/\/eugdpr.org\/"},{"key":"3_CR14","doi-asserted-by":"crossref","unstructured":"Freyberger, M., He, W., Akhawe, D., Mazurek, M.L., Mittal, P.: Cracking shadowcrypt: exploring the limitations of secure i\/o systems in internet browsers. In: Proceedings of PETS (2018)","DOI":"10.1515\/popets-2018-0012"},{"key":"3_CR15","doi-asserted-by":"crossref","unstructured":"Goltzsche, D., Wulf, C., Muthukumaran, D., Rieck, K., Pietzuch, P., Kapitza, R.: Trustjs: trusted client-side execution of javascript. In: Proceedings of EuroSys (2017)","DOI":"10.1145\/3065913.3065917"},{"issue":"6","key":"3_CR16","first-page":"20","volume":"9","author":"R Graham","year":"2016","unstructured":"Graham, R.: How terrorists use encryption. CTC Sentinel 9(6), 20 (2016)","journal-title":"CTC Sentinel"},{"key":"3_CR17","unstructured":"Grandl, R., Singhvi, A., Viswanathan, R., Akella, A.: Whiz: data-driven analytics execution. In: Proceedings of USENIX NSDI (2021)"},{"key":"3_CR18","doi-asserted-by":"crossref","unstructured":"He, W., Akhawe, D., Jain, S., Shi, E., Song, D.: Shadowcrypt: encrypted web applications for everyone. In: Proceedings of ACM CCS (2014)","DOI":"10.1145\/2660267.2660326"},{"key":"3_CR19","unstructured":"Isaac, M., Roose, K.: Disinformation spreads on Whatsapp ahead of Brazilian election (2018). https:\/\/www.nytimes.com\/2018\/10\/19\/technology\/whatsapp-brazil-presidential-election.html"},{"key":"3_CR20","unstructured":"Jagpal, N., et al.: Trends and lessons from three years fighting malicious extensions. In: Proceedings of USENIX Security (2015)"},{"key":"3_CR21","doi-asserted-by":"crossref","unstructured":"Johns, M., Dirksen, A.: Towards enabling secure web-based cloud services using client-side encryption. In: Proceedings of ACM CCS Workshop (2020)","DOI":"10.1145\/3411495.3421364"},{"key":"3_CR22","doi-asserted-by":"crossref","unstructured":"Johnson, N., Near, J.P., Hellerstein, J.M., Song, D.: Chorus: a programming framework for building scalable differential privacy mechanisms. In: Proceedings of IEEE EuroS&P (2020)","DOI":"10.1109\/EuroSP48549.2020.00041"},{"key":"3_CR23","unstructured":"Kanich, C., Checkoway, S., Mowery, K.: Putting out a hit: crowdsourcing malware installs. In: Proceedings of USENIX WOOT (2011)"},{"key":"3_CR24","unstructured":"Kulshrestha, A., Mayer, J.: Identifying harmful media in end-to-end encrypted communication: efficient private membership computation. In: Proceedings of USENIX Security (2021)"},{"key":"3_CR25","doi-asserted-by":"crossref","unstructured":"Lazer, D., et al.: Social science. Computational social science. Science 323(5915), 721\u2013723 (2009)","DOI":"10.1126\/science.1167742"},{"key":"3_CR26","doi-asserted-by":"crossref","unstructured":"L\u00e9gar\u00e9, J.S., Sumi, R., Aiello, W.: Beeswax: a platform for private web apps. In: Proceedings of PETS (2016)","DOI":"10.1515\/popets-2016-0014"},{"issue":"9","key":"3_CR27","doi-asserted-by":"publisher","first-page":"2296","DOI":"10.1109\/TKDE.2016.2535242","volume":"28","author":"G Li","year":"2016","unstructured":"Li, G., Wang, J., Zheng, Y., Franklin, M.J.: Crowdsourced data management: a survey. IEEE Trans. Knowl. Data Eng. 28(9), 2296\u20132319 (2016)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"3_CR28","unstructured":"Liu, Q., Ihler, A.T., Steyvers, M.: Scoring workers in crowdsourcing: how many control questions are enough? In: Proceedings of NIPS (2013)"},{"key":"3_CR29","doi-asserted-by":"crossref","unstructured":"Lu, Y., Tang, Q., Wang, G.: Zebralancer: Private and anonymous crowdsourcing system atop open blockchain. In: Proceedings of IEEE ICDCS (2018)","DOI":"10.1109\/ICDCS.2018.00087"},{"key":"3_CR30","doi-asserted-by":"crossref","unstructured":"Lu, Y., Tang, Q., Wang, G.: Dragoon: private decentralized hits made practical. In: Proceedings of IEEE ICDCS (2020)","DOI":"10.1109\/ICDCS47774.2020.00084"},{"key":"3_CR31","unstructured":"Mozilla: Mozilla rally (2021). https:\/\/rally.mozilla.org\/how-rally-works\/"},{"key":"3_CR32","doi-asserted-by":"crossref","unstructured":"Ohrimenko, O., Costa, M., Fournet, C., Gkantsidis, C., Kohlweiss, M., Sharma, D.: Observing and preventing leakage in mapreduce. In: Proceedings of ACM CCS (2015)","DOI":"10.1145\/2810103.2813695"},{"key":"3_CR33","unstructured":"Patel, P.: International statement: end-to-end encryption and public safety (2021). https:\/\/www.justice.gov\/opa\/pr\/international-statement-end-end-encryption-and-public-safety"},{"key":"3_CR34","doi-asserted-by":"crossref","unstructured":"Peng, D., Wu, F., Chen, G.: Pay as how well you do: a quality based incentive mechanism for crowdsensing. In: Proceedings of ACM MobiHoc (2015)","DOI":"10.1145\/2746285.2746306"},{"key":"3_CR35","doi-asserted-by":"crossref","unstructured":"Priebe, C., Vaswani, K., Costa, M.: Enclavedb: a secure database using SGX. In: Proceeding of IEEE SP (2018)","DOI":"10.1109\/SP.2018.00025"},{"key":"3_CR36","doi-asserted-by":"crossref","unstructured":"Redmiles, E.M., Kross, S., Mazurek, M.L.: How well do my results generalize? comparing security and privacy survey results from mturk, web, and telephone samples. In: Proceedings of IEEE SP (2019)","DOI":"10.1109\/SP.2019.00014"},{"key":"3_CR37","unstructured":"Redrup, Y.: Freelancer contests $$\\$$$20,000 privacy breach fine from OAIC (2016). https:\/\/www.afr.com\/markets\/business\/freelancer-contests-20000-privacy-breach-fine-from-oaic-20160112-gm4aw2"},{"key":"3_CR38","unstructured":"Ruoti, S., Andersen, J., Monson, T., Zappala, D., Seamons, K.: Messageguard: A browser-based platform for usable, content-based encryption research. arXiv preprint arXiv:1510.08943 (2015)"},{"key":"3_CR39","doi-asserted-by":"crossref","unstructured":"Sannon, S., Cosley, D.: Privacy, power, and invisible labor on amazon mechanical turk. In: Proceedings of ACM CHI (2019)","DOI":"10.1145\/3290605.3300512"},{"key":"3_CR40","unstructured":"Securitymagazine: nearly 80% of companies experienced a cloud data breach in past 18 months (2020). https:\/\/www.securitymagazine.com\/articles\/92533-nearly-80-of-companies-experienced-a-cloud-data-breach-in-past-18-months"},{"key":"3_CR41","doi-asserted-by":"crossref","unstructured":"Starov, O., Nikiforakis, N.: Extended tracking powers: measuring the privacy diffusion enabled by browser extensions. In: Proceedings of WWW (2017)","DOI":"10.1145\/3038912.3052596"},{"key":"3_CR42","unstructured":"Statement, N.: National center for missing and exploited children (2021). https:\/\/missingkids.org\/blog\/2019\/post-update\/end-to-end-encryption"},{"key":"3_CR43","doi-asserted-by":"crossref","unstructured":"Sun, Y., Wang, S., Li, H., Li, F.: Building enclave-native storage engines for practical encrypted databases. In: Proceedings of VLDB Endowment (2021)","DOI":"10.14778\/3447689.3447705"},{"key":"3_CR44","doi-asserted-by":"crossref","unstructured":"Tyagi, N., Miers, I., Ristenpart, T.: Traceback for end-to-end encrypted messaging. In: Proceedings of ACM CCS (2019)","DOI":"10.1145\/3319535.3354243"},{"key":"3_CR45","unstructured":"Ueta, S., Nagaraja, S., Sango, M.: Auto content moderation in c2c e-commerce. In: Proceedings of USENIX OpML (2020)"},{"key":"3_CR46","doi-asserted-by":"crossref","unstructured":"Vinayagamurthy, D., Gribov, A., Gorbunov, S.: Stealthdb: a scalable encrypted database with full SQL query support. In: Proceedings of PETS (2019)","DOI":"10.2478\/popets-2019-0052"},{"key":"3_CR47","doi-asserted-by":"publisher","unstructured":"Wang, X., Du, Y., Wang, C., Wang, Q., Fang, L.: Webenclave: protect web secrets from browser extensions with software enclave. IEEE Trans. Depend. Secure Comput. https:\/\/doi.org\/10.1109\/TDSC20213081867 (2021, accepted )","DOI":"10.1109\/TDSC20213081867"},{"key":"3_CR48","doi-asserted-by":"crossref","unstructured":"Wang, Y., Wang, K., Miao, C.: Truth discovery against strategic sybil attack in crowdsourcing. In: Proceedings of ACM KDD (2020)","DOI":"10.1145\/3394486.3403052"},{"key":"3_CR49","doi-asserted-by":"crossref","unstructured":"Xin, R.S., Rosen, J., Zaharia, M., Franklin, M.J., Shenker, S., Stoica, I.: Shark: SQL and rich analytics at scale. In: Proceedings of ACM SIGMOD (2013)","DOI":"10.21236\/ADA570737"},{"key":"3_CR50","doi-asserted-by":"crossref","unstructured":"Xing, X., et al.: Understanding malvertising through ad-injecting browser extensions. In: Proceedings of WWW (2015)","DOI":"10.1145\/2736277.2741630"},{"key":"3_CR51","doi-asserted-by":"crossref","unstructured":"Xu, Y., Cui, W., Peinado, M.: Controlled-channel attacks: deterministic side channels for untrusted operating systems. In: Proceedings of IEEE SP (2015)","DOI":"10.1109\/SP.2015.45"},{"issue":"10","key":"3_CR52","doi-asserted-by":"publisher","first-page":"2475","DOI":"10.1109\/TIFS.2018.2819134","volume":"13","author":"Y Zheng","year":"2018","unstructured":"Zheng, Y., Duan, H., Wang, C.: Learning the truth privately and confidently: encrypted confidence-aware truth discovery in mobile crowdsensing. IEEE Trans. Inf. Forensics Secur. 13(10), 2475\u20132489 (2018)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"issue":"1","key":"3_CR53","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1109\/TDSC.2017.2753245","volume":"17","author":"Y Zheng","year":"2020","unstructured":"Zheng, Y., Duan, H., Yuan, X., Wang, C.: Privacy-aware and efficient mobile crowdsensing with truth discovery. IEEE Trans. Depend. Secur. Comput. 17(1), 121\u2013133 (2020)","journal-title":"IEEE Trans. Depend. Secur. Comput."},{"key":"3_CR54","doi-asserted-by":"crossref","unstructured":"Zhou, W., Cai, Y., Peng, Y., Wang, S., Ma, K., Li, F.: Veridb: an SGX-based verifiable database. In: Proceedings of ACM SIGMOD (2021)","DOI":"10.1145\/3448016.3457308"}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","Quality, Reliability, Security and Robustness in Heterogeneous Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-91424-0_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,3]],"date-time":"2022-01-03T08:08:21Z","timestamp":1641197301000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-91424-0_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030914233","9783030914240"],"references-count":54,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-91424-0_3","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"type":"print","value":"1867-8211"},{"type":"electronic","value":"1867-822X"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"17 November 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"QShine","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness","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":"29 November 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 November 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"qshine2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/qshine.eai-conferences.org\/2021\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EAI Confy+","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"43","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":"20","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":"47% - 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":"2","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)"}}]}}