{"id":22046,"date":"2023-06-06T11:58:54","date_gmt":"2023-06-06T11:58:54","guid":{"rendered":"https:\/\/www.imprima.com\/?p=22046"},"modified":"2023-06-08T11:19:09","modified_gmt":"2023-06-08T11:19:09","slug":"redaction-challenges","status":"publish","type":"post","link":"https:\/\/www.imprima.com\/blog\/redaction-challenges","title":{"rendered":"“To Err is Human” \u2013 Redaction Challenges"},"content":{"rendered":"\n

Time and error<\/span><\/p>\n\n\n\n

Redacting documents can be time-consuming, particularly when dealing with a large volume of documents or complex information. Time pressure can arise due to impending deadlines, or the need to share information quickly while ensuring data privacy. When there isn’t enough time allocated for redaction, there is an increased risk of errors. We\u2019ve seen in the past that redaction failures have caused not only financial, but also reputational damage. Indeed, we\u2019ve seen some examples of this from the highly publicised Manafort<\/strong><\/a>, and also Giuliani<\/strong><\/a> US court cases.<\/p>\n\n\n\n

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Manual error<\/span><\/p>\n\n\n\n

Even if there\u2019s ample time to conduct the redactions, manual errors still pose a significant challenge in this process. Even well-trained professionals can inadvertently miss sensitive information or make mistakes during the redaction process. It could be simply due to human oversight in complex documents, or to fatigue or distractions in even the simplest documents. Either way, it will lead to unintended disclosure of confidential data. It becomes very likely that something will be missed, as information can be buried deep in very long documents, in increasingly large data sets<\/a><\/strong>. Verizon reports<\/a><\/strong> that 74% of data breaches involve a human element. IBM reports<\/a><\/strong> that “for 83% of companies, it\u2019s not if a data breach will happen, but when.\u201d<\/p>\n\n\n\n

<\/div>\n\n\n\n

<\/p>\n\n\n\n

The problem with traditional search methods<\/span><\/p>\n\n\n\n

Your organisation may have moved on from purely manual techniques and may be using search techniques as available in Word or Adobe. Your organisation may even be using or looking into the use of \u201cregular expressions\u201d (regex<\/a><\/strong>)? Well, in practice, these don\u2019t cut it either. We will explain why with two examples:<\/p>\n\n\n\n

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    \n
  1. Finding names:<\/strong> Whilst this might sound simple, it is not in practice: you probably don’t know which names are in the documents, so making a list of names and searching for those names in all documents is only a partial solution at best.

    \n\nAnd even if you have a list of all the names you need to redact, there are still always going to be exceptions. In practice, the names may be presented in a variety of different ways not included in your pre-defined list e.g. James Johnson, J. Johnson, Jim Johnson, Mr. Johnson… a daunting task to capture all those! There may also be unexpected spelling errors or other inaccuracies caused by low-quality scans, which will make simple search methods very difficult. \n<\/li>\n\n
  2. Finding structured PII (such as telephone numbers, social security numbers etc):<\/strong> Whilst this is something that can be captured by regex, it actually still opens up yet another can of worms. Telephone numbers and SSNs have different formats in each country, so capturing all these formats with an individual regex is quite a bit of work. And then again, there are likely to be spelling and OCR errors when dealing with low-quality scans. Like with search tools, regex can only get you so far. With the likelihood for human error, the incomplete solution provided by search and regex techniques, and the consequences of improper redaction, it seems all too risky to rely on traditional processes.<\/li>\n<\/ol>\n\n\n\n
    <\/div>\n\n\n\n

    Ready to throw in the towel?<\/p>\n\n\n\n

    Don\u2019t! This is where the benefits of utilising AI, alongside human action really come into play, which we will discuss next week \u2026. Stay tuned!<\/p>\n\n\n\n

    <\/div>\n\n\n\n

    Are you looking for a VDR with fully integrated redaction software which leverages AI? Speak to our sales team<\/a> or check out our Smart Redaction page here<\/a>.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

    Time and error Redacting documents can be time-consuming, particularly when dealing with a large volume of documents or complex information. Time pressure can arise due to impending deadlines, or the need to share information quickly while ensuring data privacy. When there isn’t enough time allocated for redaction, there is an increased risk of errors. We\u2019ve […]<\/p>\n","protected":false},"author":8,"featured_media":22084,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[169,163,171],"tags":[],"class_list":["post-22046","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-ma","category-vdr"],"yoast_head":"\n"To Err is Human" \u2013 Redaction Challenges - Imprima<\/title>\n<meta name=\"description\" content=\"Virtual Data Rooms with fully integrated automated redaction software which leverages AI for greater accuracy and precision.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.imprima.com\/blog\/redaction-challenges\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\""To Err is Human" \u2013 Redaction Challenges\" \/>\n<meta property=\"og:description\" content=\"Virtual Data Rooms with fully integrated automated redaction software which leverages AI for greater accuracy and precision.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.imprima.com\/blog\/redaction-challenges\" \/>\n<meta property=\"og:site_name\" content=\"Imprima\" \/>\n<meta property=\"article:published_time\" content=\"2023-06-06T11:58:54+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-06-08T11:19:09+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.imprima.com\/wp-content\/uploads\/2023\/06\/Challenges-image-NEW-V2.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1500\" \/>\n\t<meta property=\"og:image:height\" content=\"749\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Marcus Tolan\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marcus Tolan\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.imprima.com\/blog\/redaction-challenges#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.imprima.com\/blog\/redaction-challenges\"},\"author\":{\"name\":\"Marcus Tolan\",\"@id\":\"https:\/\/www.imprima.com\/#\/schema\/person\/91ac413cefc7cd6c4ec7034f7cef47f2\"},\"headline\":\"“To Err is Human” \u2013 Redaction Challenges\",\"datePublished\":\"2023-06-06T11:58:54+00:00\",\"dateModified\":\"2023-06-08T11:19:09+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.imprima.com\/blog\/redaction-challenges\"},\"wordCount\":575,\"publisher\":{\"@id\":\"https:\/\/www.imprima.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.imprima.com\/blog\/redaction-challenges#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.imprima.com\/wp-content\/uploads\/2023\/06\/Challenges-image-NEW-V2.jpg\",\"articleSection\":[\"Artificial Intelligence\",\"M&A\",\"VDR\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.imprima.com\/blog\/redaction-challenges\",\"url\":\"https:\/\/www.imprima.com\/blog\/redaction-challenges\",\"name\":\"\\\"To Err is Human\\\" \u2013 Redaction Challenges - 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