{"id":911022,"date":"2023-01-11T05:25:34","date_gmt":"2023-01-11T13:25:34","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-project&#038;p=911022"},"modified":"2024-10-14T03:27:26","modified_gmt":"2024-10-14T10:27:26","slug":"human-rights-technology","status":"publish","type":"msr-project","link":"https:\/\/www.microsoft.com\/en-us\/research\/project\/human-rights-technology\/","title":{"rendered":"Human Rights Technology"},"content":{"rendered":"<section class=\"mb-3 moray-highlight\">\n\t<div class=\"card-img-overlay mx-lg-0\">\n\t\t<div class=\"card-background  has-background- card-background--full-bleed\">\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1707\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/01\/22781064853_291a2660fc_o-scaled.jpg\" class=\"attachment-full size-full\" alt=\"Chain-Link Fence Background\" style=\"\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/01\/22781064853_291a2660fc_o-scaled.jpg 2560w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/01\/22781064853_291a2660fc_o-300x200.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/01\/22781064853_291a2660fc_o-1024x683.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/01\/22781064853_291a2660fc_o-768x512.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/01\/22781064853_291a2660fc_o-1536x1024.jpg 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/01\/22781064853_291a2660fc_o-2048x1365.jpg 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/01\/22781064853_291a2660fc_o-240x160.jpg 240w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/>\t\t<\/div>\n\t\t<!-- Foreground -->\n\t\t<div class=\"card-foreground d-flex mt-md-n5 my-lg-5 px-g px-lg-0\">\n\t\t\t<!-- Container -->\n\t\t\t<div class=\"container d-flex mt-md-n5 my-lg-5 \">\n\t\t\t\t<!-- Card wrapper -->\n\t\t\t\t<div class=\"w-100 w-lg-col-5\">\n\t\t\t\t\t<!-- Card -->\n\t\t\t\t\t<div class=\"card material-md-card py-5 px-md-5\">\n\t\t\t\t\t\t<div class=\"card-body \">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\n<h2 class=\"wp-block-heading\" id=\"human-rights-technology\">Human Rights Technology<\/h2>\n\n\n\n<p>Helping communities take evidence-based action in the fight against human rights violations<\/p>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n\n\n<p>Human rights are universal&nbsp;\u2013 every person on the planet is entitled to the same rights and freedoms that enable a life of dignity. In any given society, however, and especially across global society, the enjoyment and realization of human rights is not uniform. Human rights deficits are pervasive, disproportionately affecting some of the most vulnerable and disadvantaged populations around the world. In many cases, they are also perpetuated by the systematic exploitation of people (e.g., human trafficking) or power (e.g., corruption) for private gain. How can we work towards a future in which such organized violations of human rights are no longer possible?<\/p>\n\n\n\n<p>In <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/aka.ms\/msr-sp\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Research Special Projects<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, we tackle societal problems through <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/hbr.org\/2013\/10\/special-forces-innovation-how-darpa-attacks-problems\" target=\"_blank\" rel=\"noopener noreferrer\">use-inspired basic research<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> \u2013 collaborating with domain experts and frontline organizations to envision technology solutions that would <em>fundamentally transform real-world practice<\/em> for the better, yet which require <em>fundamental research advances<\/em> to achieve. In the context of Human Rights Technology, this means combining our expertise in HCI, data science, and engineering to create human-centered data technologies that are ready for immediate use in specific human rights contexts, as well as future use in other contexts affected by similar data challenges.<\/p>\n\n\n\n<p>Our work focuses on human trafficking and corruption as urgent problem areas where new technology has the potential to make a significant impact now and into the future, given the sizeable communities and substantial relevant data that already exist. Despite this potential, however, the use of data to motivate collective action across either community remains challenging in practice. For example, victim case records contain valuable evidence on the nature of human trafficking, but privacy and safety concerns mean that datasets typically remain unshared. Similarly, open government data contains valuable evidence on how actors and entities participate in corruption, but deliberate suppression of incriminating relationships means that risks typically remain undetected.<\/p>\n\n\n\n<p>In both cases, and for organized forms of exploitation in general, our collaborations with domain experts suggest the need for a new class of <em>transparency-enhancing technologies<\/em> designed from the ground up with human rights use cases, users, and stakeholders in mind. Our technology portfolio currently comprises four examples of such technology, designed to tackle complementary aspects of the same target problem:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/github.com\/microsoft\/intelligence-toolkit\">Intelligence Toolkit<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> for generating AI intelligence reports from real-world data sources;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/github.com\/microsoft\/synthetic-data-showcase\" target=\"_blank\" rel=\"noopener noreferrer\">Synthetic Data Showcase<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> for safe and private sharing of sensitive case data;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/github.com\/microsoft\/transparency-engine\" target=\"_blank\" rel=\"noopener noreferrer\">Transparency Engine<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> for mapping of entity relationships and risks;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/github.com\/microsoft\/showwhy\" target=\"_blank\" rel=\"noopener noreferrer\">ShowWhy<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> for causal decision making and evidence-based policy.<\/li>\n<\/ul>\n\n\n\n<p>We have also co-founded major industry and company initiatives that provide real-world context for the design of such technologies, as well as partnerships with the government and civil society organizations that enable use, feedback, and impact at scale:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/techagainsttrafficking.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">Tech Against Trafficking<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (TAT), an industry coalition of technology companies collaborating with global experts to help eradicate human trafficking using technology;<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/microsoftacts\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft ACTS<\/a> (Advanced Cloud Transparency Services), a <a href=\"https:\/\/www.microsoft.com\/en-us\/legal\" target=\"_blank\" rel=\"noreferrer noopener\">CELA<\/a> program mobilizing the power of data and technology to help governments accelerate transparency.<\/li>\n<\/ul>\n\n\n\n<p>More information can be found using the links below or by contacting <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/aka.ms\/darrenedge\" target=\"_blank\" rel=\"noopener noreferrer\">Darren Edge<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>. <\/p>\n\n\n\n<p>Return to this project page and check for future updates via <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/aka.ms\/humanrightstechnology\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/aka.ms\/humanrightstechnology<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"learn-more\">Learn more<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Intelligence Toolkit<\/strong>\n<ul class=\"wp-block-list\">\n<li>Software releases\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/github.com\/microsoft\/intelligence-toolkit\" target=\"_blank\" rel=\"noopener noreferrer\">Open source code<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (GitHub)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Articles\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/empowering-ngos-with-generative-ai-in-the-fight-against-human-trafficking\/?msockid=2d1108058baa62f60c1c1c258a9a639a\">Empowering NGOs with generative AI in the fight against human trafficking<\/a> (MSR blog)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Synthetic Data Showcase<\/strong>\n<ul class=\"wp-block-list\">\n<li>Software releases\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/github.com\/microsoft\/synthetic-data-showcase\" target=\"_blank\" rel=\"noopener noreferrer\">Open source code<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (GitHub)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/microsoft.github.io\/synthetic-data-showcase\/\" target=\"_blank\" rel=\"noopener noreferrer\">Public utility web app<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (GitHub IO)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/docs.smartnoise.org\/synth\/synthesizers\/pac_synth.html\" target=\"_blank\" rel=\"noopener noreferrer\">PAC-Synth<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (SmartNoise DP synthesizer)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Data releases\n<ul class=\"wp-block-list\">\n<li>IOM differentially-private synthetic data on victims of human trafficking (2024)\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.ctdatacollaborative.org\/page\/global-synthetic-dataset\" target=\"_blank\" rel=\"noopener noreferrer\">The CTDC global synthetic dataset<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (current CTDC data release)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/migrantprotection.iom.int\/en\/spotlight\/articles\/publication\/iom-releases-global-synthetic-dataset\" target=\"_blank\" rel=\"noopener noreferrer\">IOM releases the Global Synthetic Dataset<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (IOM publication)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>IOM differentially-private synthetic data on victim-perpetrator relationships (2022)\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.iom.int\/news\/iom-microsoft-release-first-public-dataset-victims-and-perpetrators-trafficking\" target=\"_blank\" rel=\"noopener noreferrer\">IOM-Microsoft release the first public dataset on victims and perpetrators of trafficking<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (IOM press release)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/iom-and-microsoft-release-first-ever-differentially-private-synthetic-dataset-to-counter-human-trafficking\/\" target=\"_blank\" rel=\"noreferrer noopener\">IOM and Microsoft release first-ever differentially private synthetic dataset to counter human trafficking<\/a> (MSR blog)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>IOM k-anonymous synthetic data on victims of human trafficking (2021)\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.iom.int\/news\/iom-microsoft-collaboration-enables-release-largest-public-dataset-bolster-fight-against-human-trafficking\" target=\"_blank\" rel=\"noopener noreferrer\">IOM-Microsoft collaboration enables release of largest public dataset to bolster fight against human trafficking<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (IOM press release)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/real-world-evidence-and-the-path-from-data-to-impact\/\" target=\"_blank\" rel=\"noreferrer noopener\">Real-world evidence and the path from data to impact<\/a> (MSR blog)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/techcrunch.com\/2021\/09\/23\/synthetic-dataset-of-human-trafficking-victims-could-allow-big-data-work-without-privacy-compromises\/\" target=\"_blank\" rel=\"noopener noreferrer\">Synthetic data set of human trafficking victims could allow big data work without privacy compromises<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (TechCrunch)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.techrepublic.com\/article\/new-microsoft-tools-help-identify-and-understand-trends-without-compromising-privacy\/\" target=\"_blank\" rel=\"noopener noreferrer\">New Microsoft analytics tools help identify and understand trends without compromising privacy<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (TechRepublic)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>References in international reports\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.state.gov\/wp-content\/uploads\/2023\/06\/2023-TIP-Report.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">US Department of State Trafficking in Persons (TIP) Report<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (USDOS, 2023)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/publications.iom.int\/books\/making-each-case-count-leveraging-administrative-data-trafficking-persons\">Making each case count: Leveraging Administrative Data on Trafficking in Persons<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (IOM, 2023)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Transparency Engine<\/strong>\n<ul class=\"wp-block-list\">\n<li>Software releases\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/github.com\/microsoft\/transparency-engine\" target=\"_blank\" rel=\"noopener noreferrer\">Open source code<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (GitHub)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Articles\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/group\/societal-resilience\/articles\/revealing-the-hidden-structure-of-corruption\/\" target=\"_blank\" rel=\"noreferrer noopener\">Revealing the hidden structure of corruption<\/a> (MSR Societal Resilience)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/microsoftacts\/microsoft-acts-and-microsoft-research\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft ACTS and Microsoft Research<\/a> (ACTS Feature)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/microsoftacts\/shining-a-light-on-beneficial-ownership?rtc=1\" target=\"_blank\" rel=\"noreferrer noopener\">Shining a light on beneficial ownership<\/a> (ACTS Feature)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/blogs.worldbank.org\/governance\/can-artificial-intelligence-stop-corruption-its-tracks\" target=\"_blank\" rel=\"noopener noreferrer\">Can artificial intelligence stop corruption in its tracks?<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (World Bank blog)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Approach (University of Bristol collaboration)\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/arxiv.org\/abs\/2202.03945\" target=\"_blank\" rel=\"noopener noreferrer\">Spectral embedding and the latent geometry of multipartite networks<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (arXiv)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/proceedings.neurips.cc\/paper\/2021\/hash\/5446f217e9504bc593ad9dcf2ec88dda-Abstract.html\" target=\"_blank\" rel=\"noopener noreferrer\">Spectral embedding for dynamic networks with stability guarantees<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (NeurIPS 2021)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/proceedings.neurips.cc\/paper\/2021\/hash\/007ff380ee5ac49ffc34442f5c2a2b86-Abstract.html\" target=\"_blank\" rel=\"noopener noreferrer\">Matrix factorisation and the interpretation of geodesic distance<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (NeurIPS 2021)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Related projects\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/aka.ms\/msrorganalytics\" target=\"_blank\" rel=\"noopener noreferrer\">Graph AI for organizational analytics<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (MSR Special Projects)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>ShowWhy<\/strong>\n<ul class=\"wp-block-list\">\n<li>Software releases\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/github.com\/microsoft\/showwhy\" target=\"_blank\" rel=\"noopener noreferrer\">Open source code <span class=\"sr-only\"> (opens in new tab)<\/span><\/a>(GitHub)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Articles\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/11\/CausalAISuiteForDecisionMaking.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">A Causal AI suite for decision-making<\/a> (NeurIPS 2022 workshop)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/real-world-evidence-and-the-path-from-data-to-impact\/\" target=\"_blank\" rel=\"noreferrer noopener\">Real-world evidence and the path from data to impact<\/a> (MSR blog)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.techrepublic.com\/article\/new-microsoft-tools-help-identify-and-understand-trends-without-compromising-privacy\/\" target=\"_blank\" rel=\"noopener noreferrer\">New Microsoft analytics tools help identify and understand trends without compromising privacy<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (TechRepublic)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.techrepublic.com\/article\/microsoft-teaches-computers-cause-effect\/\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft is teaching computers to understand cause and effect<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (TechRepublic)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Videos\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.youtube.com\/watch?v=Im1V4h4mT-0\" target=\"_blank\" rel=\"noopener noreferrer\">Introduction to ShowWhy, user interfaces for causal decision making<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (YouTube)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/update-on-microsoft-causal-open-source-libraries-community-workshop-on-microsofts-causal-tools\/\" target=\"_blank\" rel=\"noreferrer noopener\">Update on Microsoft causal open-source libraries<\/a> (Community workshop)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/tutorial-translating-real-world-data-into-evidence\/\" target=\"_blank\" rel=\"noreferrer noopener\">Tutorial: Translating real-world data into evidence<\/a> (MSR Research Summit)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Tech Against Trafficking<\/strong>\n<ul class=\"wp-block-list\">\n<li>Sites\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/techagainsttrafficking.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">Tech Against Trafficking<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (Homepage)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.bsr.org\/en\/collaboration\/groups\/tech-against-trafficking\" target=\"_blank\" rel=\"noopener noreferrer\">Tech Against Trafficking<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (BSR initiative page)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Articles\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/group\/societal-resilience\/articles\/case-study-tech-against-trafficking\/\" target=\"_blank\" rel=\"noreferrer noopener\">Case study: Tech Against Trafficking<\/a> (MSR Societal Resilience)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Videos\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/technology-demo-using-technology-to-combat-human-trafficking\/\" target=\"_blank\" rel=\"noreferrer noopener\">Technology demo: Using technology to combat human trafficking<\/a> (MSR Research Summit 2021)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Accelerator programs\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.bsr.org\/en\/blog\/tech-driven-insight-to-address-labor-exploitation-tat-launches-third-accelerator\" target=\"_blank\" rel=\"noopener noreferrer\">Tech-driven insight to address labor exploitation: TAT launches third accelerator<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (2023 launch)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.bsr.org\/en\/blog\/tech-against-trafficking-leverage-innovation-tackle-modern-slavery\" target=\"_blank\" rel=\"noopener noreferrer\">Tech Against Trafficking Summit: How to leverage innovation to tackle modern slavery<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (2022 summit)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/techagainsttrafficking.org\/tech-against-trafficking-concludes-the-second-accelerator\/\" target=\"_blank\" rel=\"noopener noreferrer\">Tech Against Trafficking concludes the second accelerator<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (2021-2022 showcase)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/techagainsttrafficking.org\/accelerating-the-use-of-technology-to-combat-human-trafficking\/\" target=\"_blank\" rel=\"noopener noreferrer\">Tech Against Trafficking launches second accelerator program<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (2021-2022 launch)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/techagainsttrafficking.org\/accelerating-toward-data-insights-tech-against-trafficking-successfully-concludes-its-pilot-accelerator\/\" target=\"_blank\" rel=\"noopener noreferrer\">Accelerating toward data insights: Tech Against Trafficking successfully concludes its pilot accelerator<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (2019-2020 showcase)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/techagainsttrafficking.org\/scaling-impact-tech-against-trafficking-launches-accelerator-program\/\" target=\"_blank\" rel=\"noopener noreferrer\">Scaling impact: Tech Against Trafficking launches accelerator program<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (2019-2020 launch)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Landscape mapping\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.osce.org\/cthb\/455458\" target=\"_blank\" rel=\"noopener noreferrer\">OSCE today launched ground-breaking study analyzing more than 300 anti-trafficking tech tools<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (OSCE press release)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.osce.org\/secretariat\/455206\" target=\"_blank\" rel=\"noopener noreferrer\">Leveraging innovation to fight trafficking in human beings: a comprehensive analysis of technology tools<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (OSCE report)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/techagainsttrafficking.org\/interactive-map\/\" target=\"_blank\" rel=\"noopener noreferrer\">Interactive map of anti-trafficking technology tools<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (TAT tool)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Testimonies in US Congressional Hearings\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/republicans-science.house.gov\/sites\/republicans.science.house.gov\/files\/2022-02-08%20Testimony%20Darnton.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Data challenges impacting human trafficking research and development of anti-trafficking technological tools<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (2022)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.congress.gov\/116\/meeting\/house\/110942\/witnesses\/HHRG-116-SY21-Wstate-DarntonH-20200728.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">The role of technology in countering trafficking in persons<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (2020)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>References in international reports\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.state.gov\/wp-content\/uploads\/2023\/06\/2023-TIP-Report.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">US Department of State Trafficking in Persons (TIP) Report<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (2023)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/undocs.org\/Home\/Mobile?FinalSymbol=A%2F78%2F161&Language=E&DeviceType=Desktop&LangRequested=False\">Report of the Special Rapporteur on contemporary forms of slavery (UN General Assembly)<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (2023)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Microsoft ACTS<\/strong>\n\n\n\n\n<ul class=\"wp-block-list\">\n<li>Sites\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/microsoftacts\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft ACTS<\/a> (Homepage)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Articles\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/microsoftacts\/microsoft-acts-and-microsoft-research\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft ACTS and Microsoft Research<\/a> (ACTS Feature)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/microsoftacts\/shining-a-light-on-beneficial-ownership?rtc=1\" target=\"_blank\" rel=\"noreferrer noopener\">Shining a light on beneficial ownership<\/a> (ACTS Feature)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/microsoftacts\/tackling-corruption-with-transparency-and-technology-part-2\" target=\"_blank\" rel=\"noreferrer noopener\">Tackling corruption with transparency and technology. Part 2: Building data tools for increased transparency<\/a> (ACTS Feature)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/microsoftacts\/tackling-corruption-with-transparency-and-technology-part-1\" target=\"_blank\" rel=\"noreferrer noopener\">Tackling corruption with transparency and technology. Part 1: Making a difference with data<\/a> (ACTS Feature)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/microsoftacts\/open-ownership-partner-spotlight\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft ACTS and Open Ownership focus on global data standard to boost beneficial ownership transparency<\/a> (ACTS Spotlight)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/microsoftacts\/open-contracting-partnership-spotlight?rtc=1\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft ACTS and Open Contracting Partnership join to increase transparency with advanced data solutions<\/a> (ACTS Spotlight)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Helping communities take evidence-based action in the fight against human rights violations Human rights are universal&nbsp;\u2013 every person on the planet is entitled to the same rights and freedoms that enable a life of dignity. In any given society, however, and especially across global society, the enjoyment and realization of human rights is not uniform. [&hellip;]<\/p>\n","protected":false},"featured_media":911085,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"research-area":[13563,13554],"msr-locale":[268875],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-911022","msr-project","type-msr-project","status-publish","has-post-thumbnail","hentry","msr-research-area-data-platform-analytics","msr-research-area-human-computer-interaction","msr-locale-en_us","msr-archive-status-active"],"msr_project_start":"","related-publications":[],"related-downloads":[],"related-videos":[791492,792476,849445,900663],"related-groups":[470706,734455,901101],"related-events":[],"related-opportunities":[],"related-posts":[776320,904164,1052793],"related-articles":[],"tab-content":[],"slides":[],"related-researchers":[{"type":"user_nicename","display_name":"Darren Edge","user_id":31509,"people_section":"Section name 0","alias":"daedge"},{"type":"user_nicename","display_name":"Ha Trinh","user_id":43245,"people_section":"Section name 0","alias":"trinhha"},{"type":"user_nicename","display_name":"Dayenne Souza","user_id":42084,"people_section":"Section name 0","alias":"ddesouza"},{"type":"user_nicename","display_name":"Nathan Evans","user_id":36539,"people_section":"Section name 0","alias":"naevans"},{"type":"user_nicename","display_name":"Jonathan Larson","user_id":32385,"people_section":"Section name 0","alias":"jolarso"}],"msr_research_lab":[199565,1161007],"msr_impact_theme":[],"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/911022","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-project"}],"version-history":[{"count":69,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/911022\/revisions"}],"predecessor-version":[{"id":1093341,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/911022\/revisions\/1093341"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/911085"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=911022"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=911022"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=911022"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=911022"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=911022"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}