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1 Incentive compatible privacy preserving data analysis
https://www.slideshare.net/jp16586/incentive-compatible-privacy-preserving-data-analysis
PROPOSED SYSTEM • The term incentive compatible means that participating parties have the incentive or motivation. ADVANTAGES IN PROPOSED SYSTEM • Each of these ...
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2 Incentive Compatible Privacy-Preserving Data Analysis.
https://slideplayer.com/slide/7773874/
This raises the question of how to design incentive compatible privacy-preserving data analysis techniques that motivate participating parties to provide ...
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3 Security of Mobile Computing - Yale University
https://www.cs.yale.edu/homes/jf/Sheng-Defense.ppt
Privacy, Integrity, and Incentive Compatibility in Computations with Untrusted Parties ... secure storage on untrusted servers, privacy-preserving mining of ...
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4 Crowd-Empowered Privacy-Preserving Data Aggregation for ...
https://ranger.uta.edu/~mingli/publications/mobihoc18.pdf
validate the proposed scheme through theoretical analysis as well ... Crowd sensing, incentive mechanism, privacy-preserving, data ag-.
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5 Smartphone User Privacy Preserving through Crowdsourcing
https://scholarscompass.vcu.edu/cgi/viewcontent.cgi?article=6626&context=etd
2 Android Crowdsourcing-based Privacy Preserving . ... 4.2.3.5 Incentive Compatibility of RecDroid . . . . . . . . . . . . 147. 4.2.4 Discussion .
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6 Incentive Design for Efficient Federated Learning in Mobile ...
https://arxiv.org/pdf/1905.07479
Abstract—To strengthen data privacy and security, federated learning as an emerging machine learning technique is proposed to enable large-scale nodes, ...
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7 Privacy-preserving data analysis | The Alan Turing Institute
https://www.turing.ac.uk/research/interest-groups/privacy-preserving-data-analysis
However, concerns about the privacy of this data have naturally become an increasingly prevalent issue. The aim of privacy-preserving analysis is to utilise ...
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8 Privacy Preserving Association Rule Mining in Vertically ...
https://www.powershow.com/view4/600d86-ODIwZ/Privacy_Preserving_Association_Rule_Mining_in_Vertically_Partitioned_Data_powerpoint_ppt_presentation
Privacy Preserving Association Rule Mining in Vertically Partitioned Data Reporter Ximeng Liu Supervisor: Rongxing Lu School of EEE, NTU http://www.ntu.edu.sg/ ...
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9 A Comprehensive Analysis of Privacy Protection Techniques ...
https://ieeexplore.ieee.org/iel7/6287639/9312710/09627089.pdf
This work was supported by the National Research Foundation of Korea (NRF) Grant ... data and corresponding privacy preserving mechanisms in.
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10 DeepChain: Auditable and Privacy-Preserving Deep Learning ...
https://eprint.iacr.org/2018/679.pdf
DeepChain provides a value-driven incentive mechanism based on. Blockchain to force the participants to behave correctly. Meanwhile, DeepChain guarantees data ...
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11 A comprehensive review on privacy preserving data mining
https://springerplus.springeropen.com/articles/10.1186/s40064-015-1481-x
The scheme revealed secure and efficient results after a detailed analysis on security performance. However, the data block insertion made the ...
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12 PSPAB: Privacy-preserving average procurement bidding ...
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0240548
Although several privacy-preserving auction solutions for different ... and application of big data analysis in children's education).
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13 Privacy-Preserving Data Mining: A Game-Theoretic Approach
https://hal.inria.fr/hal-01586580/document
Privacy-preserving data mining has been an active research ... multi-party probabilistic polynomial time functionality (PPT) can be securely.
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14 A Blockchain Platform for User Data Sharing Ensuring User ...
https://www.frontiersin.org/articles/10.3389/fbloc.2020.497985/full
However, to be compliant with strong privacy legislation (e.g., ... privacy, user-transparency and control, and incentives for data sharing) ...
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15 An efficient framework for privacy-preserving computations on ...
https://dr.lib.iastate.edu/server/api/core/bitstreams/cdf097c9-0cbe-4d52-b17e-bc2e93a266a5/content
computations on encrypted data. Thus, the question remains “how to help IoT device users benefit from cloud computing without compromising data confidentiality ...
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16 Collecting Incentives in a Privacy-Preserving Way
https://petsymposium.org/2016/files/papers/Black-Box_Accumulation__Collecting_Incentives_in_a_Privacy-Preserving_Way.pdf
surement data (enhanced by location and time) in ex- change for incentive points. ... called accumulation secure if for all PPT adversaries.
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17 A comprehensive review on privacy preserving ... - TARA (tcd.ie)
http://www.tara.tcd.ie/bitstream/handle/2262/79847/art%253A10.1186%252Fs40064-015-1481-x.pdf?sequence=1&isAllowed=y
Amongst several existing algorithm, the Privacy Preserving Data Mining (PPDM) ... exchanging confidential information in terms of data analysis, validation, ...
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18 A blockchain-based creditable and distributed incentive ...
https://www.aimspress.com/article/doi/10.3934/mbe.2022152?viewType=HTML
The analysis and design of incentive mechanisms often usually involve game ... for privacy preservation, incentive compatibility and spectrum efficiency, ...
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19 Toward Verifiable and Privacy Preserving Machine Learning ...
https://www.computer.org/csdl/journal/tq/2022/03/09247447/1oslARseuqc
The ubiquitous needs for extracting insights from data are driving the emergence of service providers to offer predictions given the inputs from customers.
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20 Revolutionizing Medical Data Sharing Using Advanced ... - NCBI
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952236/
This paper provides a synthesis between 2 novel advanced privacy-enhancing technologies—homomorphic encryption and secure multiparty computation (defined ...
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21 GitHub - ChanChiChoi/awesome-Federated-Learning
https://github.com/ChanChiChoi/awesome-Federated-Learning
Tzeng, "Privacy-preserving ridge regression on distributed data," Information Sciences, vol. 451, pp. 34–49, 2018. [NN][MA] Nilsson A, Smith S, Ulm G, et al. A ...
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22 Chapter 5: Technology and Privacy Policy
https://www.ntia.doc.gov/page/chapter-5-technology-and-privacy-policy
The Privacy Act of 1974 [Privacy 1974] and data protection legislation in other ... on successful analysis (codebreaking) of the German encryption method.
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23 Big Data in the Energy and Transport Sectors | SpringerLink
https://link.springer.com/chapter/10.1007/978-3-319-21569-3_13
Privacy and confidentiality preserving data management and analysis is a primary concern of all energy and transport stakeholders that are dealing with ...
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24 (PDF) Introduction to Privacy-Preserving Data Publishing
https://www.academia.edu/24652325/Introduction_to_Privacy_Preserving_Data_Publishing
Related Papers · 1 Anonymization Problem for Cluster Analysis . . . . . 108 7.2. · 2 Overview of Solution Framework . . . . . . . . . . . . 112 7.2. · 3 ...
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25 Edge Computing in VANETs- An Efficient and Privacy ...
https://leicester.figshare.com/articles/journal_contribution/Edge_Computing_in_VANETs-An_Efficient_and_Privacy-Preserving_Cooperative_Downloading_Scheme/11874240/1/files/21767913.pdf
efficient and privacy-preserving data downloading scheme for VANETs, ... The security analysis results show that the proposed scheme can resist multiple ...
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26 Incentive mechanism based on Stackelberg game under ...
https://journals.sagepub.com/doi/full/10.1177/15501477211023010
by X Yang · 2021 · Cited by 3 —
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27 Building a trustworthy, secure, and private pervasive network
https://www.cs.purdue.edu/homes/bb/Final-Collo-Slides-Punjab.ppt
A trustworthy, secure, and privacy preserving network platform must be established for ... Trust-based privacy preservation for peer-to-peer data sharing.
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28 Privacy-Preserving Federated Learning Framework with ...
https://www.hindawi.com/journals/wcmc/2021/6692061/
Finally, the security analyses prove that PFLF preserves the data privacy in the honest-but-curious model, and the experimental evaluations show ...
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29 Protecting privacy in practice - Royal Society
https://royalsociety.org/-/media/policy/projects/privacy-enhancing-technologies/privacy-enhancing-technologies-report.pdf
2.1 PETs and privacy-preserving data analysis ... apps and services which can be supported by different kinds of PETs.
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30 Fed-DFE: A Decentralized Function Encryption-Based Privacy ...
https://www.techscience.com/cmc/v71n1/45462/pdf
a hybrid privacy-preserving scheme for federated learning, called Fed-DFE. ... Accuracy in data analytics depends not only on the volume of.
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31 (Yao's) Millionaires' Problem - Mass.gov
https://www.mass.gov/doc/jjpad-data-subcommittee-october-10-2019-meeting-presentation-part-2/download
What is Multi‐Party Computation (MPC)?. Azer Bestavros: Sharing Knowledge without Sharing Data ‐‐ On the false choice between privacy and ...
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32 Privacy and data protection in mobile applications | ENISA
https://www.enisa.europa.eu/publications/privacy-and-data-protection-in-mobile-applications/at_download/fullReport
for a more detailed analysis of data protection challenges in the current mobile app ... provide certifications for privacy compliant mobile apps.
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33 Aaron Michael Johnson
https://www.ohmygodel.com/
Specifically, I am working on private data publishing and anonymous ... algorithmic game theory, privacy protocols, and probabilistic analysis of algorithms ...
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34 Dlp-Cot1 1 | PDF | Data Analysis | Data - Scribd
https://ro.scribd.com/document/450990863/DLP-COT1-1
Presentation and Discussion VI. ... 5.Incentive Compatible Privacy-Preserving Data Analysis ... Detailed Lesson in Practical Research 1 (Data Analysis)A4.
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35 PODC 2007
https://www.podc.org/podc2007/program.shtml
14:58, An algorithm composition scheme preserving monotonicity PPT Davide Bilo, Luca Forlizzi, Luciano Guala, Guido Proietti. 15:05, An Incentive Compatible ...
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36 The Social Implications of Data Mining - Margot Note
https://www.margotnote.com/blog/2020/11/02/data-mining
Vaidya and Clifton (2004) argue that data mining does not inherently threaten privacy and discuss two strategies in which data can reveal ...
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37 41. Human-Data Interaction
https://www.interaction-design.org/literature/book/the-encyclopedia-of-human-computer-interaction-2nd-ed/human-data-interaction
Barack Obama, President of the USA (US Consumer Privacy Bill of Rights 2012) ... include supporting privacy-preserving data analytics techniques, ...
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38 Advisory Committee on Data for Evidence Building: Year 2 ...
https://www.bea.gov/system/files/2022-10/acdeb-year-2-report.pdf
Data infrastructures, analytical approaches, privacy-preserving ... and relevant recommendations, fully supported by detailed and nuanced ...
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39 Business model implications of privacy-preserving ...
https://research.tudelft.nl/files/94401552/Business_model_implications_of_privacy_preserving_technologies_in.pdf
related privacy-preserving technologies, and business models. Next, section 3 presents our sampling strategy, data collection, and analysis ...
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40 Checking For Identity-Based Remote Data Integrity Cloud ...
https://iopscience.iop.org/article/10.1088/1757-899X/981/2/022034/pdf
Integrity Cloud Storage with Perfect Data Privacy ... Without a question the cloud protection mystery spread an analysis of web risk incidents to.
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41 Posters - PyCon 2022
https://us.pycon.org/2022/schedule/posters/list/
It can check for inclusive language in presentation files (PPT, PPTX) and ... Privacy-preserving data sharing in clinical research using Python for a human ...
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42 Privacy-Preserving Solutions in Blockchain-Enabled Internet ...
https://www.mdpi.com/2076-3417/11/21/9792/htm
Network access and transport layer: This layer is responsible for node management, data analysis and processing and communication between vehicles and other ...
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43 BIG DATA: - Obama White House Archives
https://obamawhitehouse.archives.gov/sites/default/files/docs/big_data_privacy_report_may_1_2014.pdf
this report is that big data analytics have the potential to eclipse ... The Obama Administration's Approach to Open Data and Privacy .
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44 Privacy Preserving Data Mining
http://www.wisdom.weizmann.ac.il/~naor/PRIVACY_DAY/Secure_Multiparty_Computation_and_Privacy_Yehuda_Lindell.ppt
Pooling of information from different government agencies can provide a wider picture. What is the health status of citizens that are supported by social ...
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45 Workshops List (AAAI-22) | AAAI 2022 Conference
https://aaai.org/Conferences/AAAI-22/ws22workshops/
Agricultural robotics; Privacy-preserving data analysis; Human-in-the-loop AI; Multimodal data fusion; High-throughput field phenotyping; (Bio)physics ...
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46 A Data Sharing Scheme for GDPR-Compliance Based on ...
https://pdfs.semanticscholar.org/85af/5b68a363726022ffdc8f91e452e4b407b0ed.pdf
Keywords: data security; privacy-preservation; big data; blockchain; GDPR ... of GDPR-compliant data sharing and transactions.
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47 Incentive Mechanisms for Smart Grid: State of the Art ... - MDPI
https://mdpi-res.com/d_attachment/BDCC/BDCC-06-00047/article_deploy/BDCC-06-00047.pdf?version=1651067196
of big data analytics in smart grids is huge, as they collect information ... This privacy-preserving mechanism can provide incentives to ...
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48 The Algorithmic Foundations of Differential Privacy - UPenn CIS
https://www.cis.upenn.edu/~aaroth/Papers/privacybook.pdf
The problem of privacy-preserving data analysis has a long history spanning multiple disciplines. ... Given any incentive — from altruism to monetary.
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49 Better, broader, safer: using health data for research ... - GOV.UK
https://www.gov.uk/government/publications/better-broader-safer-using-health-data-for-research-and-analysis/better-broader-safer-using-health-data-for-research-and-analysis
Her health data policy work is supported by the Mohn-Westlake Foundation. ... data analysis, and privacy preservation tasks developed ...
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50 SECRYPT 2021 Abstracts
https://secrypt.scitevents.org/Abstract.aspx?idEvent=obn3ztrWzrs=
Therefore, we present a unified data-oriented modeling and analysis approach ... in a black-box environment and compatible with privacy-preserving machine ...
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51 Risks and challenges of data access and sharing
https://www.oecd-ilibrary.org/sites/15c62f9c-en/index.html?itemId=/content/component/15c62f9c-en
Encouraging the provision of data through coherent incentive mechanisms and ... the interests of data holders”).14 Recent developments in privacy preserving ...
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52 Digitalization and Energy – Analysis - IEA
https://www.iea.org/reports/digitalisation-and-energy
But it is also raising new security and privacy risks, while disrupting markets, businesses and workers. Digitalisation & Energy is the International Energy ...
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53 DF: An Efficient Privacy-Preserving Data-Forwarding Scheme ...
https://nsec.sjtu.edu.cn/publications/2011/2011%20eppdf.pdf
a novel privacy-preserving data-forwarding scheme based on our proposed novel Lite-CA-based ... Performance comparisons and security analysis show that.
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54 Blog | WireWheel
https://wirewheel.io/blog/
Learn about the DSAR process and what organizations should do to be compliant with data privacy laws like CCPA, CPRA and GDPR.
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55 Edwin Morley-Fletcher, Lynkeus - Research Data Alliance
https://www.rd-alliance.org/sites/default/files/RDA_Data_Innovation_Forum_BR300118_Edwin_Morley-Fletcher.pdf
Edwin Morley-Fletcher ‒ RDA EU Data Innovation Forum, Brussels, ... Panel “Towards Privacy-Preserving Big Data” at the BDVA Forum, ...
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56 Robust MPC Platform for Privacy-Preserving Machine Learning
https://www.csa.iisc.ac.in/~cris/resources/thesis/Ajith_thesis_PhD.pdf
11.1 Analysis of protocols in terms of PTon, Cost and TP. ... However, even while outsourcing to servers, the privacy of data must be.
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57 (PPT) Preserving Scientific Data - DOKUMEN.TIPS
https://dokumen.tips/documents/preserving-scientific-data.html
Preserving Scientific Data Jamie Shiers, Information Technology Department, ... Download PPTReport ... Incentive Compatible Privacy Preserving Data Analysis.
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58 Structure-Preserving Neural Style Transfer - OKOKPROJECTS.COM
https://www.okokprojects.com/Structure-Preserving%20Neural%20Style%20Transfer
Structure-Preserving Neural Style Transfer. ... Incentive Compatible Privacy-Preserving Data Analysis. Social Media. Subscribe here to get interesting stuff ...
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59 Opportunities and Challenges of New Technologies for AML ...
https://www.fatf-gafi.org/media/fatf/documents/reports/Opportunities-Challenges-of-New-Technologies-for-AML-CFT.pdf
Technology can facilitate data collection, processing and analysis and help actors ... based in part on a real or perceived lack of regulatory incentives to.
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60 A Contextual Approach to Privacy Online
https://www.amacad.org/publication/contextual-approach-privacy-online
How to protect privacy online is a frequent question in public discourse and ... as well as flagrant data gathering, dissemination, aggregation, analysis, ...
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61 PowerPoint 演示文稿 - University of Houston
http://wireless.egr.uh.edu/0605_Smart%20Grid%20Communication%20and%20Networking_v5.pptx
Analytical capabilities for analysis, monitoring, visualization ... Conflict btw. privacy preservation and information accessibility. Balance btw.
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62 A Data-Driven Metric of Incentive Compatibility
https://research.google/pubs/pub49036/
An incentive-compatible auction incentivizes buyers to truthfully reveal their private valuations. However, many ad auction mechanisms deployed in practice ...
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63 Raef Bassily - CSE5479: Privacy-Preserving Data Analysis
https://sites.google.com/view/rbassily/teaching/cse5479-privacy-preserving-data-analysis
Making such data widely available for statistical analysis and machine learning can provide a broad range of benefits. However, the results of analyses of ...
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64 Privacy-Preserving in Machine Learning (PPML)
https://www.analyticsvidhya.com/blog/2022/02/privacy-preserving-in-machine-learning-ppml/
However, to collect the data and to utilize it to find the patterns of behavior of data are two different things. Moreover, it comes with ...
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65 Privacy Preserving Data Mining Ppt Powerpoint Presentation ...
https://www.slideteam.net/privacy-preserving-data-mining-ppt-powerpoint-presentation-portfolio-deck-cpb.html
Privacy preserving data mining ppt powerpoint presentation portfolio deck cpb · These PPT Slides are compatible with Google Slides ...
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66 Building and Deploying a Privacy Preserving Data Analysis ...
https://www.usenix.org/conference/pepr20/presentation/jansen
Our experience demonstrates that secure computations can add value to questions of social good when otherwise constrained by legal, ethical, or privacy ...
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67 Incentive-Compatible Machine Learning (NSF CCF-0915016)
https://salil.seas.harvard.edu/publications/publication-grants/nsf-ccf-0915016
Chen, Yiling, Stephen Chong, Ian A. Kash, Tal Moran, and Salil P. Vadhan. “Truthful mechanisms for agents that value privacy.” ACM Transactions on Economics ...
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