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RABOBANK GIVES CUSTOMERS ANIMAL & PLANT NAMES TO ADDRESS GDPR REQUIREMENTS

08/05/2018/by Datalumen

The Dutch bank Rabobank has implemented a creative way of using customer data, without having to request permissions. If you are one of their customers and they use your data with internal tests to develop new services, there is a chance that you will get a different name. With special software data is pseudonymized and they do so with Latin plant and animal names.

Your first name will become i.e. Rosa arvensis, the Latin name of a forest rose, and your street name i.e. Turdus merula, the scientific name of a blackbird. It is a useful solution for the bank to be somehow in line with the General Data Protection Regulation (GDPR) that takes effect on the 25th of May. When developing applications or services, analyzing data or executing marketing campaigns based on PII (Personally Identifiable Information) type of data, companies require to have an explicit consent. In order to be able to do this after May and without getting your consent, the bank uses data masking / pseudonnymization techniques.

 

Explicit consent & pseudonymization

With the new privacy law the personal data of citizens are better protected. One of the corner stones of the GDPR is the requirement to get an explicit consent and linked to that the purpose. Even with a general consent, companies do not get a carte blanche to do whatever they want to do with your data. Organizations must explain how data is used and by whom, where they are stored and for how long (more info about GDPR). Companies can work around these limitations if they anonymize / pseudonymize this PII type of data because they can still use and valorize this data but without a direct and obvious link to you as a person. You as a person become unrecognizable but your data remains usable for analysis or tests.  


Why scientific animal and plant names?

‘You can not use names that are traceable to the person according to the rules, but suppose it is a requirement to use letters with names, you have to come up with something else,” explains the vendor that delivered the software. “That’s how we came up with flower names, you can not confuse them, but they look like names for the system. Therefore, it is not necessary for organizations to change entire programs to comply with the new privacy law”.° 

Note that data anonymization/ pseudonymization technology does not require you to use plant and animal names. Most of this type of implementations will convert real to fictitious names and addresses that even better reflect the reality and perhaps better also match the usage requirements (i.e. specific application testing requirements). Typically substitution techniques are applied where a real name is replaced with a another real name.

 

Take aways

Pseudonymization vs anonymization

Pseudonymization and anonymization are two distinct terms that are often confused in the data security world. With the advent of GDPR, it is important to understand the difference, since anonymized data and pseudonymized data fall under very different categories in the regulation. Pseudonymization and anonymization are different in one key aspect. Anonymization irreversibly removes any way of identifying the data subject. Pseudonymization substitutes the identity of the data subject in such a way that additional information is required to re-identify the data subject.  With anonymisation, the data is cleansed for any information that may be an identifier of a data subject. Pseudonymisation does not remove all identifying information from the data but only reduces the linkability of a dataset with the original identity (using i.e. a specific encryption scheme). 

 

Pseudonymization is a method to substitute identifiable data with a reversible, consistent value. Anonymization is the destruction of the identifiable data.

 


Only for test data management?

You will need to look into your exact use cases and determine what techniques are the most appropriate ones. Every organization will most likely need both. Here are some use cases that illustrate this: 


Use caseFunctionalityTechnique
Your marketing team needs to setup a marketing campaign and will need to use customer data (city, total customer value,  household context, …).Depending on the consent that you received, anonymization or pseudonymization techniques might need to be applied. Data Masking
You are currently implementing a new CRM system and have outsourced the implementation to an external partner.Anonymization needs to be applied. The data (including the sensitive PII data) that you use for test data management purposes will need to transformed to data that cannot be linked to the original.  Data Masking
You are implementing a cloud based business application and want to make sure that your PII data is really protected. You even want to prevent that the IT team (with full system and database privileges) of your cloud provider has no access to your data.Distinct from data masking, data encryption translates data into another form, or code, so that only people with access to a secret key or password can read it. People with access but without the key will not be able to read the real content of the data. Data Encryption
You have a global organization also servicing EU clients. Due to the GDPR, you want to prevent  your non-EU employees to access data from your EU clients.Based on role and location, dynamic data masking accommodates data security and privacy policies that vary based on users’ locations. Also data encryption can be setup to facilitate this. Data Masking
Data Encryption
Your have a brilliant team of data scientists on board. They love to crunch all your Big Data and come up with the best analysis. In order to do that, they need all the data you possibly have. A data lake also needs to be in line with what the GDPR specifies. Depending on the usage you may need to implement anonymization or pseudonymization techniques.Data Masking

 

Is Pseudenomization the golden GDPR bullet?

Pseudonomization or anonymization can be one aspect of a good GDPR approach. However, it is definitely not the complete answer and you also will need to look into a number of other important elements:

  • Consent Mastering

    Key to the GDPR is consent and the linked purpose dimension. In order to manage the complete consent state you need to make sure that this information is available to all your data consumers and automatically applied. You can use consent mastering techniques such as master data management and data virtualization for this purpose.



  • The GDPR is all about protecting personal data. Do you know where all you PII type of data is located?  Data discovery will automatically locate and classify sensitive data and calculate risk/breach cost based on defined policies.


    Data Discovery & Classification

  • Data Register

    A data register is also a key GDPR requirement. You are expected to maintain a record of processing activities under your responsibility or with other words you must keep an inventory of all personal data processed. The minimum information goes beyond knowing what data an organization processes. Also included should be for example the purposes of the processing, whether or not the personal data is exported and all third parties receiving the data.

    A data register that is integrated in your overall data governance program and that is linked with the reality of your data landscape is the recommended way forward.




° Financieele Dagblad

Also in need for data masking or encryption?

Would you like to know how Datalumen can also enable you to use your data assets in line with the GDPR?

Contact us and start our Data Conversation.

Tags: Data Encryption, Data Masking, Data Protection, Data Pseudonymization, GDPR
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https://www.datalumen.eu/wp-content/uploads/2018/05/Datalumen-GDPR-Pseudonymization.jpg 1352 2560 Datalumen https://www.datalumen.eu/wp-content/uploads/2019/06/datalumen_color_V1.1-340-156B.png Datalumen2018-05-08 20:17:572018-05-08 20:17:57RABOBANK GIVES CUSTOMERS ANIMAL & PLANT NAMES TO ADDRESS GDPR REQUIREMENTS
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window.cfields = {"1":"mobile_phone","5":"gdpr_consent"}; window._show_thank_you = function(id, message, trackcmp_url, email) { var form = document.getElementById('_form_' + id + '_'), thank_you = form.querySelector('._form-thank-you'); form.querySelector('._form-content').style.display = 'none'; thank_you.innerHTML = message; thank_you.style.display = 'block'; const vgoAlias = typeof visitorGlobalObjectAlias === 'undefined' ? 'vgo' : visitorGlobalObjectAlias; var visitorObject = window[vgoAlias]; if (email && typeof visitorObject !== 'undefined') { visitorObject('setEmail', email); visitorObject('update'); } else if (typeof(trackcmp_url) != 'undefined' && trackcmp_url) { // Site tracking URL to use after inline form submission. _load_script(trackcmp_url); } if (typeof window._form_callback !== 'undefined') window._form_callback(id); }; window._show_unsubscribe = function(id, message, trackcmp_url, email) { var form = document.getElementById('_form_' + id + '_'), unsub = form.querySelector('._form-thank-you'); var branding = form.querySelector('._form-branding'); if (branding) { branding.style.display = 'none'; } form.querySelector('._form-content').style.display = 'none'; unsub.style.display = 'block'; form.insertAdjacentHTML('afterend', message) const vgoAlias = typeof visitorGlobalObjectAlias === 'undefined' ? 'vgo' : visitorGlobalObjectAlias; var visitorObject = window[vgoAlias]; if (email && typeof visitorObject !== 'undefined') { visitorObject('setEmail', email); visitorObject('update'); } else if (typeof(trackcmp_url) != 'undefined' && trackcmp_url) { // Site tracking URL to use after inline form submission. _load_script(trackcmp_url); } if (typeof window._form_callback !== 'undefined') window._form_callback(id); }; window._show_error = function(id, message, html) { var form = document.getElementById('_form_' + id + '_'), err = document.createElement('div'), button = form.querySelector('button'), old_error = form.querySelector('._form_error'); if (old_error) old_error.parentNode.removeChild(old_error); err.innerHTML = message; err.className = '_error-inner _form_error _no_arrow'; var wrapper = document.createElement('div'); wrapper.className = '_form-inner'; wrapper.appendChild(err); button.parentNode.insertBefore(wrapper, button); var submitButton = form.querySelector('[id^="_form"][id$="_submit"]'); submitButton.disabled = false; submitButton.classList.remove('processing'); if (html) { var div = document.createElement('div'); div.className = '_error-html'; div.innerHTML = html; err.appendChild(div); } }; window._show_pc_confirmation = function(id, header, detail, show, email) { var form = document.getElementById('_form_' + id + '_'), pc_confirmation = form.querySelector('._form-pc-confirmation'); if (pc_confirmation.style.display === 'none') { form.querySelector('._form-content').style.display = 'none'; pc_confirmation.innerHTML = "

" + header + "

" + "

" + detail + "

" + ""; pc_confirmation.style.display = 'block'; var mp = document.querySelector('input[name="mp"]'); mp.value = '0'; } else { form.querySelector('._form-content').style.display = 'inline'; pc_confirmation.style.display = 'none'; }

var hideButton = document.getElementById('hideButton'); // Add event listener to the button hideButton.addEventListener('click', function() { var submitButton = document.querySelector('#_form_15_submit'); submitButton.disabled = false; submitButton.classList.remove('processing'); var mp = document.querySelector('input[name="mp"]'); mp.value = '1'; window.location.href = window.location.href; });

const vgoAlias = typeof visitorGlobalObjectAlias === 'undefined' ? 'vgo' : visitorGlobalObjectAlias; var visitorObject = window[vgoAlias]; if (email && typeof visitorObject !== 'undefined') { visitorObject('setEmail', email); visitorObject('update'); } else if (typeof(trackcmp_url) != 'undefined' && trackcmp_url) { // Site tracking URL to use after inline form submission. _load_script(trackcmp_url); } if (typeof window._form_callback !== 'undefined') window._form_callback(id); }; window._load_script = function(url, callback, isSubmit) { var head = document.querySelector('head'), script = document.createElement('script'), r = false; var submitButton = document.querySelector('#_form_15_submit'); script.charset = 'utf-8'; script.src = url; if (callback) { script.onload = script.onreadystatechange = function() { if (!r && (!this.readyState || this.readyState == 'complete')) { r = true; callback(); } }; } script.onerror = function() { if (isSubmit) { if (script.src.length > 10000) { _show_error("15", "Sorry, your submission failed. Please shorten your responses and try again."); } else { _show_error("15", "Sorry, your submission failed. Please try again."); } submitButton.disabled = false; submitButton.classList.remove('processing'); } }

head.appendChild(script); }; (function() { if (window.location.search.search("excludeform") !== -1) return false; var getCookie = function(name) { var match = document.cookie.match(new RegExp('(^|; )' + name + '=([^;]+)')); return match ? match[2] : null; } var setCookie = function(name, value) { var now = new Date(); var time = now.getTime(); var expireTime = time + 1000 * 60 * 60 * 24 * 365; now.setTime(expireTime); document.cookie = name + '=' + value + '; expires=' + now + ';path=/; Secure; SameSite=Lax;'; } var addEvent = function(element, event, func) { if (element.addEventListener) { element.addEventListener(event, func); } else { var oldFunc = element['on' + event]; element['on' + event] = function() { oldFunc.apply(this, arguments); func.apply(this, arguments); }; } } var _removed = false; var form_to_submit = document.getElementById('_form_15_'); var allInputs = form_to_submit.querySelectorAll('input, select, textarea'), tooltips = [], submitted = false;

var getUrlParam = function(name) { if (name.toLowerCase() !== 'email') { var params = new URLSearchParams(window.location.search); return params.get(name) || false; } // email is a special case because a plus is valid in the email address var qString = window.location.search; if (!qString) { return false; } var parameters = qString.substr(1).split('&'); for (var i = 0; i < parameters.length; i++) { var parameter = parameters[i].split('='); if (parameter[0].toLowerCase() === 'email') { return parameter[1] === undefined ? true : decodeURIComponent(parameter[1]); } } return false; }; var acctDateFormat = "%d/%m/%Y"; var getNormalizedDate = function(date, acctFormat) { var decodedDate = decodeURIComponent(date); if (acctFormat && acctFormat.match(/(%d|%e).*%m/gi) !== null) { return decodedDate.replace(/(d{2}).*(d{2}).*(d{4})/g, '$3-$2-$1'); } else if (Date.parse(decodedDate)) { var dateObj = new Date(decodedDate); var year = dateObj.getFullYear(); var month = dateObj.getMonth() + 1; var day = dateObj.getDate(); return `${year}-${month < 10 ? `0${month}` : month}-${day < 10 ? `0${day}` : day}`; } return false; }; var getNormalizedTime = function(time) { var hour, minutes; var decodedTime = decodeURIComponent(time); var timeParts = Array.from(decodedTime.matchAll(/(d{1,2}):(d{1,2})W*([AaPp][Mm])?/gm))[0]; if (timeParts[3]) { // 12 hour format var isPM = timeParts[3].toLowerCase() === 'pm'; if (isPM) { hour = parseInt(timeParts[1]) === 12 ? '12' : `${parseInt(timeParts[1]) + 12}`; } else { hour = parseInt(timeParts[1]) === 12 ? '0' : timeParts[1]; } } else { // 24 hour format hour = timeParts[1]; } var normalizedHour = parseInt(hour) < 10 ? `0${parseInt(hour)}` : hour; var minutes = timeParts[2]; return `${normalizedHour}:${minutes}`; }; for (var i = 0; i < allInputs.length; i++) { var regexStr = "field[(d+)]"; var results = new RegExp(regexStr).exec(allInputs[i].name); if (results != undefined) { allInputs[i].dataset.name = allInputs[i].name.match(/[time]$/) ? `${window.cfields[results[1]]}_time` : window.cfields[results[1]]; } else { allInputs[i].dataset.name = allInputs[i].name; } var fieldVal = getUrlParam(allInputs[i].dataset.name); if (fieldVal) { if (allInputs[i].dataset.autofill === "false") { continue; } if (allInputs[i].type == "radio" || allInputs[i].type == "checkbox") { if (allInputs[i].value == fieldVal) { allInputs[i].checked = true; } } else if (allInputs[i].type == "date") { allInputs[i].value = getNormalizedDate(fieldVal, acctDateFormat); } else if (allInputs[i].type == "time") { allInputs[i].value = getNormalizedTime(fieldVal); } else { allInputs[i].value = fieldVal; } } } var remove_tooltips = function() { for (var i = 0; i < tooltips.length; i++) { tooltips[i].tip.parentNode.removeChild(tooltips[i].tip); } tooltips = []; }; var remove_tooltip = function(elem) { for (var i = 0; i < tooltips.length; i++) { if (tooltips[i].elem === elem) { tooltips[i].tip.parentNode.removeChild(tooltips[i].tip); tooltips.splice(i, 1); return; } } }; var create_tooltip = function(elem, text) { var tooltip = document.createElement('div'), arrow = document.createElement('div'), inner = document.createElement('div'), new_tooltip = {}; if (elem.type != 'radio' && elem.type != 'checkbox') { tooltip.className = '_error'; arrow.className = '_error-arrow'; inner.className = '_error-inner'; inner.innerHTML = text; tooltip.appendChild(arrow); tooltip.appendChild(inner); elem.parentNode.appendChild(tooltip); } else { tooltip.className = '_error-inner _no_arrow'; tooltip.innerHTML = text; elem.parentNode.insertBefore(tooltip, elem); new_tooltip.no_arrow = true; } new_tooltip.tip = tooltip; new_tooltip.elem = elem; tooltips.push(new_tooltip); return new_tooltip; }; var resize_tooltip = function(tooltip) { var rect = tooltip.elem.getBoundingClientRect(); var doc = document.documentElement, scrollPosition = rect.top - ((window.pageYOffset || doc.scrollTop) - (doc.clientTop || 0)); if (scrollPosition < 40) { tooltip.tip.className = tooltip.tip.className.replace(/ ?(_above|_below) ?/g, '') + ' _below'; } else { tooltip.tip.className = tooltip.tip.className.replace(/ ?(_above|_below) ?/g, '') + ' _above'; } }; var resize_tooltips = function() { if (_removed) return; for (var i = 0; i < tooltips.length; i++) { if (!tooltips[i].no_arrow) resize_tooltip(tooltips[i]); } }; var validate_field = function(elem, remove) { var tooltip = null, value = elem.value, no_error = true; remove ? remove_tooltip(elem) : false; if (elem.type != 'checkbox') elem.className = elem.className.replace(/ ?_has_error ?/g, ''); if (elem.getAttribute('required') !== null) { if (elem.type == 'radio' || (elem.type == 'checkbox' && /any/.test(elem.className))) { var elems = form_to_submit.elements[elem.name]; if (!(elems instanceof NodeList || elems instanceof HTMLCollection) || elems.length <= 1) { no_error = elem.checked; } else { no_error = false; for (var i = 0; i < elems.length; i++) { if (elems[i].checked) no_error = true; } } if (!no_error) { tooltip = create_tooltip(elem, "Please select an option."); } } else if (elem.type =='checkbox') { var elems = form_to_submit.elements[elem.name], found = false, err = []; no_error = true; for (var i = 0; i < elems.length; i++) { if (elems[i].getAttribute('required') === null) continue; if (!found && elems[i] !== elem) return true; found = true; elems[i].className = elems[i].className.replace(/ ?_has_error ?/g, ''); if (!elems[i].checked) { no_error = false; elems[i].className = elems[i].className + ' _has_error'; err.push("Checking %s is required".replace("%s", elems[i].value)); } } if (!no_error) { tooltip = create_tooltip(elem, err.join('
')); } } else if (elem.tagName == 'SELECT') { var selected = true; if (elem.multiple) { selected = false; for (var i = 0; i < elem.options.length; i++) { if (elem.options[i].selected) { selected = true; break; } } } else { for (var i = 0; i < elem.options.length; i++) { if (elem.options[i].selected && (!elem.options[i].value || (elem.options[i].value.match(/n/g))) ) { selected = false; } } } if (!selected) { elem.className = elem.className + ' _has_error'; no_error = false; tooltip = create_tooltip(elem, "Please select an option."); } } else if (value === undefined || value === null || value === '') { elem.className = elem.className + ' _has_error'; no_error = false; tooltip = create_tooltip(elem, "This field is required."); } } if (no_error && (elem.id == 'field[]' || elem.id == 'ca[11][v]')) { if (elem.className.includes('phone-input-error')) { elem.className = elem.className + ' _has_error'; no_error = false; } } if (no_error && elem.name == 'email') { if (!value.match(/^[+_a-z0-9-'&=]+(.[+_a-z0-9-']+)*@[a-z0-9-]+(.[a-z0-9-]+)*(.[a-z]{2,})$/i)) { elem.className = elem.className + ' _has_error'; no_error = false; tooltip = create_tooltip(elem, "Enter a valid email address."); } else { // New code to reject hotmail.com, yahoo.com, gmail.com addresses and addresses containing the firstname field as the domain var domain = value.split('@')[1].toLowerCase(); var firstname = document.getElementById('firstname').value.toLowerCase(); var lastname = document.getElementById('lastname').value.toLowerCase(); if (domain === 'hotmail' || domain === 'aol' || domain === 'gmail' || domain === 'yahoo' || domain === 'live' || domain === 'outlook' || domain === 'msn.com' || domain.includes(firstname) || domain.includes(lastname)) { elem.className = elem.className + ' _has_error'; no_error = false; tooltip = create_tooltip(elem, "We do not accept private email addresses. Please submit your valid business email."); } } } if (no_error && /date_field/.test(elem.className)) { if (!value.match(/^dddd-dd-dd$/)) { elem.className = elem.className + ' _has_error'; no_error = false; tooltip = create_tooltip(elem, "Enter a valid date."); } } tooltip ? resize_tooltip(tooltip) : false; return no_error; }; var needs_validate = function(el) { if(el.getAttribute('required') !== null){ return true } if(el.name === 'email' && el.value !== ""){ return true } if((el.id == 'field[]' || el.id == 'ca[11][v]') && el.className.includes('phone-input-error')){ return true } return false }; var validate_form = function(e) { var err = form_to_submit.querySelector('._form_error'), no_error = true; if (!submitted) { submitted = true; for (var i = 0, len = allInputs.length; i < len; i++) { var input = allInputs[i]; if (needs_validate(input)) { if (input.type == 'tel') { addEvent(input, 'blur', function() { this.value = this.value.trim(); validate_field(this, true); }); } if (input.type == 'text' || input.type == 'number' || input.type == 'time') { addEvent(input, 'blur', function() { this.value = this.value.trim(); validate_field(this, true); }); addEvent(input, 'input', function() { validate_field(this, true); }); } else if (input.type == 'radio' || input.type == 'checkbox') { (function(el) { var radios = form_to_submit.elements[el.name]; for (var i = 0; i < radios.length; i++) { addEvent(radios[i], 'click', function() { validate_field(el, true); }); } })(input); } else if (input.tagName == 'SELECT') { addEvent(input, 'change', function() { validate_field(this, true); }); } else if (input.type == 'textarea'){ addEvent(input, 'input', function() { validate_field(this, true); }); } } } } remove_tooltips(); for (var i = 0, len = allInputs.length; i 31 && (charCode 57) && charCode !== 8) { e.preventDefault(); } }); };

var showPhoneInputError = function(inputId) { var errorMessage = document.getElementById("error-msg-" + inputId); var input = document.getElementById(inputId); errorMessage.classList.add("phone-error"); errorMessage.classList.remove("phone-error-hidden"); input.classList.add("phone-input-error"); };

window['recaptcha_callback'] = function() { // Get all recaptchas in the DOM (there may be more than one form on the page). var recaptchas = document.getElementsByClassName("g-recaptcha"); for (var i in recaptchas) { // Set the recaptcha element ID, so the recaptcha can be applied to each element. var recaptcha_id = "recaptcha_" + i; recaptchas[i].id = recaptcha_id; var el = document.getElementById(recaptcha_id); if (el != null) { var sitekey = el.getAttribute("data-sitekey"); var stoken = el.getAttribute("data-stoken"); grecaptcha.render(recaptcha_id, {"sitekey":sitekey,"stoken":stoken}); } } }; _load_script( "https://www.google.com/recaptcha/api.js?onload=recaptcha_callback&render=explicit" ); var _form_serialize = function(form){if(!form||form.nodeName!=="FORM"){return }var i,j,q=[];for(i=0;i<form.elements.length;i++){if(form.elements[i].name===""){continue}switch(form.elements[i].nodeName){case"INPUT":switch(form.elements[i].type){case"tel":q.push(form.elements[i].name+"="+encodeURIComponent(form.elements[i].previousSibling.querySelector('div.iti__selected-dial-code').innerText)+encodeURIComponent(" ")+encodeURIComponent(form.elements[i].value));break;case"text":case"number":case"date":case"time":case"hidden":case"password":case"button":case"reset":case"submit":q.push(form.elements[i].name+"="+encodeURIComponent(form.elements[i].value));break;case"checkbox":case"radio":if(form.elements[i].checked){q.push(form.elements[i].name+"="+encodeURIComponent(form.elements[i].value))}break;case"file":break}break;case"TEXTAREA":q.push(form.elements[i].name+"="+encodeURIComponent(form.elements[i].value));break;case"SELECT":switch(form.elements[i].type){case"select-one":q.push(form.elements[i].name+"="+encodeURIComponent(form.elements[i].value));break;case"select-multiple":for(j=0;j { if (key !== 'hideButton') { formData.append(key, value); } //formData.append(key, value); }); let request = { headers: { "Accept": "application/json" }, body: formData, method: "POST" };

let pageUrlParams = new URLSearchParams(window.location.search); if (pageUrlParams.has('t')) { request.headers.Authorization = 'Bearer ' + pageUrlParams.get('t'); } const response = await fetch('https://datalumen.activehosted.com/proc.php?jsonp=true', request); return response.json(); } if (formSupportsPost) { submitForm().then((data) => { eval(data.js); }); } else { _load_script('https://datalumen.activehosted.com/proc.php?' + serialized + '&jsonp=true', null, true); } } return false; }; addEvent(form_to_submit, 'submit', form_submit); })();

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