{"id":17164,"date":"2024-01-18T19:37:05","date_gmt":"2024-01-19T00:37:05","guid":{"rendered":"https:\/\/www.iri.com\/blog\/?p=17164"},"modified":"2024-01-23T14:38:03","modified_gmt":"2024-01-23T19:38:03","slug":"darkshield-pii-discovery-masking-charts","status":"publish","type":"post","link":"https:\/\/beta.iri.com\/blog\/data-protection\/darkshield-pii-discovery-masking-charts\/","title":{"rendered":"DarkShield PII Discovery &#038; Masking Charts"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">As you may already know, <\/span><a href=\"https:\/\/www.iri.com\/products\/darkshield\"><span style=\"font-weight: 400;\">IRI DarkShield<\/span><\/a><span style=\"font-weight: 400;\"> produces search <\/span><i><span style=\"font-weight: 400;\">annotations<\/span><\/i><span style=\"font-weight: 400;\"> and masking <\/span><i><span style=\"font-weight: 400;\">results<\/span><\/i><span style=\"font-weight: 400;\"> with every operation. These log files can contain a large volume of data, including:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">metadata about the file\/database source(s)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">what data was found as a match<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">which matcher matched the data<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">how the data was masked (if it was)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">where matches occurred within each file or database.\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">In addition to reviewing or exporting these machine-readable logs to analytic platforms like <\/span><a href=\"https:\/\/www.iri.com\/blog\/business-intelligence\/datadog-security-analytics-darkshield\/\"><span style=\"font-weight: 400;\">DataDog<\/span><\/a><span style=\"font-weight: 400;\"> or <\/span><a href=\"https:\/\/www.iri.com\/blog\/data-protection\/darkshield-splunk-es\/\"><span style=\"font-weight: 400;\">Splunk<\/span><\/a><span style=\"font-weight: 400;\">, DarkShield V5 users can now also customize and automatically create visually appealing, interactive, and informative HTML5 dashboard charts from the <\/span><a href=\"https:\/\/www.iri.com\/products\/workbench\/darkshield-gui\"><span style=\"font-weight: 400;\">IRI Workbench GUI for DarkShield<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">You can configure and create the DarkShield dashboard charts after running DarkShield in any of these modes (where different results become available accordingly):<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Search Only <\/span><\/i><span style=\"font-weight: 400;\">(produces search annotations with PII location information)\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Mask Only<\/span><\/i><span style=\"font-weight: 400;\"> (produces masking results; a prior Search job is required)\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Search and Mask<\/span><\/i><span style=\"font-weight: 400;\"> (produces masking results)<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">After running any of the above jobs, right-click on your DarkShield job (.dsc) file in the applicable IRI Workbench project folder. Select the <\/span><i><span style=\"font-weight: 400;\">DarkShield Aggregate Results Report <\/span><\/i><span style=\"font-weight: 400;\">graph option. This will bring up a one-page wizard where you can specify custom parameters for the graph report:<\/span><\/p>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-17168\" src=\"\/blog\/wp-content\/uploads\/2024\/01\/DarkShield-Aggregate-Results-Report-Options-211x300.png\" alt=\"\" width=\"496\" height=\"706\" srcset=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/DarkShield-Aggregate-Results-Report-Options-211x300.png 211w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/DarkShield-Aggregate-Results-Report-Options.png 570w\" sizes=\"(max-width: 496px) 100vw, 496px\" \/><\/p>\n<p style=\"text-align: center;\"><i><span style=\"font-weight: 400;\">DarkShield Aggregate Results Report Options<\/span><\/i><\/p>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-17169\" src=\"\/blog\/wp-content\/uploads\/2024\/01\/Colors-can-be-mapped-to-specific-silos-in-the-bubble-chart-300x151.png\" alt=\"\" width=\"673\" height=\"339\" srcset=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/Colors-can-be-mapped-to-specific-silos-in-the-bubble-chart-300x151.png 300w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/Colors-can-be-mapped-to-specific-silos-in-the-bubble-chart-1024x515.png 1024w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/Colors-can-be-mapped-to-specific-silos-in-the-bubble-chart-768x386.png 768w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/Colors-can-be-mapped-to-specific-silos-in-the-bubble-chart-1536x772.png 1536w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/Colors-can-be-mapped-to-specific-silos-in-the-bubble-chart.png 1110w\" sizes=\"(max-width: 673px) 100vw, 673px\" \/><\/p>\n<p style=\"text-align: center;\"><i><span style=\"font-weight: 400;\">Colors can be mapped to specific silos in the bubble chart<\/span><\/i><\/p>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-17170\" src=\"\/blog\/wp-content\/uploads\/2024\/01\/The-number-of-bubbles-shown-with-configurable-option-300x159.png\" alt=\"\" width=\"606\" height=\"321\" srcset=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/The-number-of-bubbles-shown-with-configurable-option-300x159.png 300w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/The-number-of-bubbles-shown-with-configurable-option-1024x542.png 1024w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/The-number-of-bubbles-shown-with-configurable-option-768x407.png 768w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/The-number-of-bubbles-shown-with-configurable-option-1536x813.png 1536w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/The-number-of-bubbles-shown-with-configurable-option.png 1110w\" sizes=\"(max-width: 606px) 100vw, 606px\" \/><\/p>\n<p style=\"text-align: center;\"><i><span style=\"font-weight: 400;\">The number of bubbles shown is also a configurable option; in this image, there is no restriction on the number of bubbles, so all silos display together. You can hover over each bubble for the data silo name.<\/span><\/i><\/p>\n<p><span style=\"font-weight: 400;\">You can limit the maximum number of entries for various components of the DarkShield aggregate results report. You can also configure the type and scale of some charts, as well as colors for the bubble chart.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">After completion of that single-page wizard, a job will run to aggregate all of the search annotations and masking results within or under the same directory as the DarkShield job. Upon completion of the log aggregation job, an HTML file called <\/span><i><span style=\"font-weight: 400;\">{your-darkshield-jobname}-graph.html<\/span><\/i><span style=\"font-weight: 400;\"> is produced in a folder named <\/span><i><span style=\"font-weight: 400;\">DarkShield Aggregate Results Report<\/span><\/i><span style=\"font-weight: 400;\"> within the same folder as the DarkShield job.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Open the HTML dashboard file in an external, modern web browser such as Google Chrome or Firefox. The charts will not render in the internal Workbench (Eclipse) web browser because it lacks modern JavaScript or HTML5 features.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">You may see up to these 5 component areas (charts):<\/span><\/p>\n<p><span style=\"font-weight: 400;\">1.\u00a0 The bubbles below rank the top 100 unprotected sources by the number of PII matches to DarkShield data class search criteria. Hover over each bubble to reveal the data source containing PII and the number of matches found.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-17223 aligncenter\" src=\"\/blog\/wp-content\/uploads\/2024\/01\/DS-aggregate-result-report-300x208.png\" alt=\"\" width=\"527\" height=\"365\" srcset=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/DS-aggregate-result-report-300x208.png 300w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/DS-aggregate-result-report.png 512w\" sizes=\"(max-width: 527px) 100vw, 527px\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">2.\u00a0 The second area is a detailed table containing the name, data class, number of matches, and masked status for each data silo and data class combination. There are search bars above the table for filtering entries, and you can sort the table on any column next to each table header.<\/span><\/p>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-17172\" src=\"\/blog\/wp-content\/uploads\/2024\/01\/The-second-area-300x146.png\" alt=\"\" width=\"602\" height=\"293\" srcset=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/The-second-area-300x146.png 300w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/The-second-area-1024x498.png 1024w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/The-second-area-768x373.png 768w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/The-second-area.png 1158w\" sizes=\"(max-width: 602px) 100vw, 602px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">3.\u00a0 The third area is a table of failed (masking) results (if any). This area is <\/span><b>not<\/b><span style=\"font-weight: 400;\"> shown if there are no failed results.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">The table includes a detailed identifier naming the silo, and a description of the failure. You can sort the table by clicking on its headers, and filter results by entering search terms in the search bars above for data silo name and reason for failure. <\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">The search is based on whether an entry merely contains the search term entered; so, for example,<\/span><i><span style=\"font-weight: 400;\"> .json<\/span><\/i><span style=\"font-weight: 400;\"> could be used as a search term in the search bar labeled \u201cSearch for silo names\u2026\u201d to limit entries to JSON files. <\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Error search terms might be <\/span><i><span style=\"font-weight: 400;\">\u2018encode\u2019 <\/span><\/i><span style=\"font-weight: 400;\">or <\/span><i><span style=\"font-weight: 400;\">\u2018empty\u2019 <\/span><\/i><span style=\"font-weight: 400;\">where you can see the types of errors displayed in the main view to get ideas. The DarkShield manual lists the failure reasons.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A common failed reason for Parquet files is that a masked value does not meet the constraints of the Parquet file schema. For example, a number that has been redacted with asterisks is no longer a number and would not meet the schema&#8217;s constraints. <\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">You can search for this type of entry by entering the word \u201c<\/span><i><span style=\"font-weight: 400;\">constraints<\/span><\/i><span style=\"font-weight: 400;\">\u201d into the search bar. You can remedy it by modifying your DarkShield job to have a masking rule paired with whatever data class matched the value of \u201cDouble\u201d type to remain in the format of a double when masking is applied. In this case, format-preserving encryption would be a suitable option.<\/span><\/p>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-17173\" src=\"\/blog\/wp-content\/uploads\/2024\/01\/third-area-300x94.png\" alt=\"\" width=\"622\" height=\"195\" srcset=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/third-area-300x94.png 300w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/third-area-1024x322.png 1024w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/third-area-768x241.png 768w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/third-area-1536x483.png 1536w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/third-area.png 1110w\" sizes=\"(max-width: 622px) 100vw, 622px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">4.\u00a0 The fourth area is a pie, bar, or doughnut chart (depending on the configuration specified) showing the distribution of sensitive data silos based on the highest total number of matches. Data for this chart is aggregated from all types of sources; i.e., <\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">sources only searched<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">sources successfully searched and masked; and,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">sources searched and masked but with failed masking results.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-17175\" src=\"\/blog\/wp-content\/uploads\/2024\/01\/fourth-area-213x300.png\" alt=\"\" width=\"377\" height=\"531\" srcset=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/fourth-area-213x300.png 213w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/fourth-area.png 627w\" sizes=\"(max-width: 377px) 100vw, 377px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">5.\u00a0 The fifth area is a pie, bar, or doughnut chart showing the distribution of sensitive data types (i.e. data classes) based on the highest total number of matches. Data for this chart is aggregated from all types of sources (i.e., the same as those listed above).<\/span><\/p>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-17177\" src=\"\/blog\/wp-content\/uploads\/2024\/01\/fifth-area2-185x300.png\" alt=\"\" width=\"311\" height=\"504\" srcset=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/fifth-area2-185x300.png 185w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/fifth-area2.png 483w\" sizes=\"(max-width: 311px) 100vw, 311px\" \/><\/p>\n<h5><b>Known Limitations<\/b><\/h5>\n<p><span style=\"font-weight: 400;\">The following known limitations should be kept in mind when utilizing the DarkShield Aggregate Results Report command:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cassandra NoSQL DB annotations\/results cannot yet be processed<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Huge individual annotations\/results files exceeding memory cannot be processed.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The annotations\/results of embedded binary RDB BLOB columns are not aggregated.<\/span><\/li>\n<\/ol>\n<h5><b>Conclusion<\/b><\/h5>\n<p><span style=\"font-weight: 400;\">The ability to generate this robust and customizable DarkShield dashboard gives you an easy, built-in method to quickly gain insight from the raw log data from search annotations and masking results. These charts allow you to quickly visualize several things, including:<\/span><\/p>\n<ol>\n<li><span style=\"font-weight: 400;\"> The top data silos where sensitive data (matches) were found (via bubble chart), if the DarkShield job was run in search-only mode;<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> Both broad and granular views of masking status by data silo, from whole file repositories and RDB \/ NoSQL databases down to individual files, tables, or collections;<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> The distribution of sensitive data at a broad or granular (file, table, collection) level; and,<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> The reason for failed masking results (if any) along with the name of the associated resource.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">If you have any questions about this dashboard or need help using it, please email <\/span><a href=\"mailto:darkshield@iri.com\"><span style=\"font-weight: 400;\">darkshield@iri.com<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>As you may already know, IRI DarkShield produces search annotations and masking results with every operation. These log files can contain a large volume of data, including: metadata about the file\/database source(s) what data was found as a match which matcher matched the data how the data was masked (if it was) where matches occurred<\/p>\n<div><a class=\"btn-filled btn\" href=\"https:\/\/beta.iri.com\/blog\/data-protection\/darkshield-pii-discovery-masking-charts\/\" title=\"DarkShield PII Discovery &#038; Masking Charts\">Read More<\/a><\/div>\n","protected":false},"author":119,"featured_media":17184,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"categories":[8],"tags":[1718,1388,1735,1734],"class_list":["post-17164","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-protection","tag-finding-pii","tag-iri-darkshield","tag-masking-chart","tag-pii-discovery"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>DarkShield PII Discovery &amp; Masking Charts - IRI<\/title>\n<meta name=\"description\" content=\"As you may already know, IRI DarkShield produces search annotations and masking results with every operation. These log files can contain a large volume of data, including: Metadata about the file\/database source(s), what data was found as a match, which matcher matched the data, how the data was masked (if it was), and where matches occurred within each file or database.\u00a0In addition to reviewing or exporting these machine-readable logs to analytic platforms like DataDog or Splunk, DarkShield V5 users can now also customize and automatically create visually appealing, interactive, and informative HTML5 dashboard charts from the IRI Workbench GUI for DarkShield. You can configure and create the DarkShield dashboard charts after running DarkShield in any of these modes (where different results become available accordingly): Search Only (produces search annotations with PII location information),\u00a0Mask Only (produces masking results; a prior Search job is required)\u00a0Search and Mask (produces masking results)\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/beta.iri.com\/blog\/data-protection\/darkshield-pii-discovery-masking-charts\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"DarkShield PII Discovery &amp; Masking Charts - IRI\" \/>\n<meta property=\"og:description\" content=\"As you may already know, IRI DarkShield produces search annotations and masking results with every operation. These log files can contain a large volume of data, including: Metadata about the file\/database source(s), what data was found as a match, which matcher matched the data, how the data was masked (if it was), and where matches occurred within each file or database.\u00a0In addition to reviewing or exporting these machine-readable logs to analytic platforms like DataDog or Splunk, DarkShield V5 users can now also customize and automatically create visually appealing, interactive, and informative HTML5 dashboard charts from the IRI Workbench GUI for DarkShield. You can configure and create the DarkShield dashboard charts after running DarkShield in any of these modes (where different results become available accordingly): Search Only (produces search annotations with PII location information),\u00a0Mask Only (produces masking results; a prior Search job is required)\u00a0Search and Mask (produces masking results)\" \/>\n<meta property=\"og:url\" content=\"https:\/\/beta.iri.com\/blog\/data-protection\/darkshield-pii-discovery-masking-charts\/\" \/>\n<meta property=\"og:site_name\" content=\"IRI\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-19T00:37:05+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-01-23T19:38:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/Featured-image-DarkShield-PII-Discovery-Masking-Charts.png\" \/>\n\t<meta property=\"og:image:width\" content=\"768\" \/>\n\t<meta property=\"og:image:height\" content=\"368\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Devon Kozenieski\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Devon Kozenieski\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/darkshield-pii-discovery-masking-charts\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/darkshield-pii-discovery-masking-charts\/\"},\"author\":{\"name\":\"Devon Kozenieski\",\"@id\":\"https:\/\/beta.iri.com\/blog\/#\/schema\/person\/de972c035aaeecfc40a3ae2ea5ff7ba1\"},\"headline\":\"DarkShield PII Discovery &#038; Masking Charts\",\"datePublished\":\"2024-01-19T00:37:05+00:00\",\"dateModified\":\"2024-01-23T19:38:03+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/darkshield-pii-discovery-masking-charts\/\"},\"wordCount\":1035,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/darkshield-pii-discovery-masking-charts\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/Featured-image-DarkShield-PII-Discovery-Masking-Charts.png\",\"keywords\":[\"finding pii\",\"IRI DarkShield\",\"masking chart\",\"PII discovery\"],\"articleSection\":[\"Data Masking\/Protection\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/beta.iri.com\/blog\/data-protection\/darkshield-pii-discovery-masking-charts\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/darkshield-pii-discovery-masking-charts\/\",\"url\":\"https:\/\/beta.iri.com\/blog\/data-protection\/darkshield-pii-discovery-masking-charts\/\",\"name\":\"DarkShield PII Discovery & Masking Charts - IRI\",\"isPartOf\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/darkshield-pii-discovery-masking-charts\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/darkshield-pii-discovery-masking-charts\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2024\/01\/Featured-image-DarkShield-PII-Discovery-Masking-Charts.png\",\"datePublished\":\"2024-01-19T00:37:05+00:00\",\"dateModified\":\"2024-01-23T19:38:03+00:00\",\"description\":\"As you may already know, IRI DarkShield produces search annotations and masking results with every operation. 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