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Snowflake&body=${pageURL}`;\r\nwindow.open(shareURL);\r\n}\r\n\r\n\r\n\r\n\r\n\r\n});","isGSAPEnabled":false,":type":"snowflake-site/components/markup-editor"}},":itemsOrder":["markup_editor"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small",":type":"snowflake-site/components/container"}},":itemsOrder":["container_949147658"],":type":"snowflake-site/components/container"},"cq:LiveSyncConfig":{"cq:isDeep":true,"cq:rolloutConfigs":[],"cq:master":"/content/experience-fragments/snowflake-site/language-masters/de/site/share-icons/share-icons",":type":"cq:LiveCopy"}},":itemsOrder":["root","cq:LiveSyncConfig"],"classNames":"aem-xf",":type":"snowflake-site/components/experiencefragment","appliedCssClassNames":"snowflake-responsive-component-top-padding-extra-small"}},":itemsOrder":["text","experiencefragment"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container"},"flexible_column_content_container_2":{"layout":"SIMPLE","id":"container-a0849d86c5",":items":{"container":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"title_v2":"aem-GridColumn aem-GridColumn--default--12","text":"aem-GridColumn aem-GridColumn--default--12"},"id":"what-is-tokenization",":items":{"title_v2":{"id":"title-v2-4fe2888078","additionalClasses":"","type":"heading2","lines":["Was ist Tokenisierung?"],":type":"snowflake-site/components/title-v2"},"text":{"id":"text-6d9c56b90a","text":"\u003Cp\u003EDie Tokenisierung ist eine \u003Ca href=\"https://www.snowflake.com/en/fundamentals/data-classification/\"\u003ESicherheitstechnik\u003C/a\u003E, bei der sensible Daten durch nicht sensible Platzhalterwerte, sogenannte Token, ersetzt werden. Da die Originaldaten nicht mathematisch aus dem Token abgeleitet werden können, minimiert diese Technik die Offenlegung von Daten im Falle von Sicherheitsverletzungen und optimiert die Einhaltung gesetzlicher Vorschriften. Die Tokenisierung wird häufig im Finanzwesen zum Schutz von Zahlungskartendaten und im Gesundheitswesen zur Sicherung von Patientenakten eingesetzt. Sie bildet auch eine Schlüsselkomponente für neue digitale Geschäftsmodelle.\u003C/p\u003E\n\u003Cp\u003EDieser Leitfaden erläutert, was Tokenisierung ist, wie sie funktioniert und warum sie wichtig ist, um die \u003Ca href=\"https://www.snowflake.com/de/product/platform/\"\u003ESicherheit und den Datenschutz für sensible Daten\u003C/a\u003E zu gewährleisten.\u003C/p\u003E\n\u003Cp\u003EBei der Tokenisierung werden sensible Daten, wie z. B. Kreditkarten- oder Sozialversicherungsnummern, durch zufällig generierte Zeichenfolgen ersetzt, die über einen sicheren Vault mit den ursprünglichen Informationen verknüpft sind. Die Token selbst sind bedeutungslos. Wenn einer gehackt oder gestohlen wird, bleiben die ursprünglichen Daten, die er repräsentiert, sicher.\u003C/p\u003E\n\u003Cp\u003EDarin unterscheidet sie sich von der Verschlüsselung, bei der sensible Daten offengelegt werden können, wenn jemand in der Lage ist, sie zu entschlüsseln. Und im Gegensatz zur Anonymisierung, bei der identifizierende Details dauerhaft aus den Daten entfernt werden, kann die Tokenisierung von autorisierten Systemen problemlos rückgängig gemacht werden. Token ermöglichen es Unternehmen, Zahlungen zu verarbeiten, Analytics durchzuführen und Identitäten zu überprüfen, ohne Zugriff auf die zugrunde liegenden Daten zu benötigen, was die Einhaltung von Datenschutzbestimmungen erheblich vereinfacht.\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["title_v2","text"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small",":type":"snowflake-site/components/container"},"container_copy":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"title_v2":"aem-GridColumn aem-GridColumn--default--12","text":"aem-GridColumn aem-GridColumn--default--12"},"id":"tokenization-vs-encryption",":items":{"title_v2":{"id":"title-v2-645b72d92a","additionalClasses":"","type":"heading2","lines":["Tokenisierung vs. Verschlüsselung"],":type":"snowflake-site/components/title-v2"},"text":{"id":"text-b14069d1ef","additionalClasses":"list--blue-bullets","text":"\u003Cp\u003EDie Entscheidung zwischen Tokenisierung und Verschlüsselung ist nicht immer eindeutig. Beide Technologien haben ihre Anwendungsfälle, je nachdem, welche Daten Sie schützen möchten und wie Sie sie verwenden müssen. Hier sind einige der wichtigsten Unterschiede.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003EDatentransformation\u003C/h3\u003E\n\u003Cp\u003EDie Tokenisierung ersetzt sensible Daten durch zufällige Platzhalterwerte, die in einem separaten Vault gespeichert werden. Die Verschlüsselung verwendet mathematische Algorithmen, um Daten unkenntlich zu machen, die mit dem richtigen Schlüssel wieder entschlüsselt werden können.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003EUmkehrbarkeit\u003C/h3\u003E\n\u003Cp\u003EDie Tokenisierung erfordert den Zugriff auf einen sicheren Token-Vault, um die Originaldaten abzurufen. Die Verschlüsselung benötigt lediglich den richtigen Entschlüsselungsschlüssel und Algorithmus, was sie portabler macht.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003ESicherheit\u003C/h3\u003E\n\u003Cp\u003EDie Sicherheit von Token hängt vollständig von der Sicherheit des Vaults ab, der sie mit den Originaldaten verknüpft. Bei einer Sicherheitsverletzung des Vaults sind alle Token kompromittiert. Da die Verschlüsselung von der Schlüsselverwaltung abhängt, betrifft eine Kompromittierung in der Regel nur Daten, die mit bestimmten Schlüsseln verschlüsselt wurden.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003EPerformance\u003C/h3\u003E\n\u003Cp\u003EBei der Tokenisierung können Vault-Abfragen und Netzwerklatenzen zu Performance-Engpässen führen. Die Verschlüsselung kann lokal ohne externe Abhängigkeiten durchgeführt werden, was eine schnellere Verarbeitung ermöglicht.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003ECompliance\u003C/h3\u003E\n\u003Cp\u003EDa sie keine sensiblen Informationen enthalten, sind tokenisierte Daten weitgehend unreguliert. Verschlüsselte Daten gelten in der Regel weiterhin als sensibel und unterliegen den Compliance-Anforderungen.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003EInfrastruktur\u003C/h3\u003E\n\u003Cp\u003ETokenisierung erfordert eine dedizierte Vault-Infrastruktur mit hoher Verfügbarkeit und Disaster Recovery. Verschlüsselung hat geringere Infrastrukturanforderungen und einfachere Backup-Verfahren.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003EKosten\u003C/h3\u003E\n\u003Cp\u003ETokenisierung ist mit höheren laufenden Betriebskosten für die Verwaltung und Wartung des Vaults verbunden. Verschlüsselung hat in der Regel geringere Gesamtbetriebskosten durch viele weithin verfügbare Lösungen.\u003C/p\u003E\n\u003Cp\u003EBeide Technologien sind Schlüsselkomponenten eines gut durchdachten \u003Ca href=\"https://www.snowflake.com/de/data-governance/\"\u003EData-Governance\u003C/a\u003E-Systems. Beispielsweise können Banken und E-Commerce-Websites Token verwenden, um die Zahlungsverarbeitungsinformationen von Personen zu verschleiern, während sie gleichzeitig Verschlüsselung einsetzen, um proprietäre Unternehmensdaten zu schützen. Tokenisierung eignet sich gut für Unternehmen im Gesundheitswesen, die die Identität ihrer Patient:innen \u003Ca href=\"https://www.snowflake.com/de/data-governance/data-privacy/data-anonymization/\"\u003Eschützen\u003C/a\u003E möchten, jedoch nicht für den Schutz großer Mengen an \u003Ca href=\"https://snowflake.com/de/data-governance/data-privacy/data-masking/\"\u003Esensiblen Informationen\u003C/a\u003E, wie z. B. Laborergebnissen oder medizinischen Bildgebungsdaten.\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["title_v2","text"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small",":type":"snowflake-site/components/container"},"container_copy_copy__677621265":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text_copy":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12"},"id":"how-does-tokenization-work",":items":{"title_v2":{"id":"title-v2-b317f1905e","additionalClasses":"","type":"heading2","lines":["Wie funktioniert Tokenisierung?"],":type":"snowflake-site/components/title-v2"},"text_copy":{"id":"text-0f52d0d6a6","text":"\u003Cp\u003ETokenisierung ist ein mehrstufiger Prozess, der sensible Daten durch sichere Platzhalter ersetzt und es autorisierten Nutzer:innen gleichzeitig ermöglicht, die ursprünglichen Informationen abzurufen. Der Prozess stellt sicher, dass die Daten über den gesamten Lebenszyklus hinweg – von der Erfassung bis zur endgültigen Löschung – geschützt sind. So funktioniert der Prozess:\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003ESchritt 1: Datenerfassung\u003C/h3\u003E\n\u003Cp\u003EDas Tokenisierungssystem fängt sensible Informationen in Echtzeit ab, sobald sie in die Datenumgebung des Unternehmens gelangen, typischerweise am Punkt der Datenerfassung, wie z. B. in Online-Warenkörben, Benutzerregistrierungsformularen oder an API-Endpunkten.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003ESchritt 2: Generierung von Token\u003C/h3\u003E\n\u003Cp\u003EDie Tokenisierungs-Engine erstellt einen eindeutigen, zufälligen Platzhalterwert, der in keiner mathematischen Beziehung zu den Originaldaten steht. Der Token kann das ursprüngliche Format der Daten beibehalten (z. B. ein neunstelliger Ersatz für eine Sozialversicherungsnummer) oder ein neues Format annehmen, abhängig von den Systemanforderungen und Sicherheitsrichtlinien.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003ESchritt 3: Speicherung der Originaldaten\u003C/h3\u003E\n\u003Cp\u003EDie eigentlichen Daten werden verschlüsselt und in einem sicheren, isolierten Token-Vault gespeichert, der strenge Zugriffskontrollen, Audit-Protokollierung und Redundanzmaßnahmen einsetzt. Dieser Vault arbeitet unabhängig von den Anwendungen, die darauf zugreifen, und verwaltet die kritische Zuordnung zwischen Token und ihren entsprechenden Originalwerten.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003ESchritt 4: Token-Validierung und Detokenisierung\u003C/h3\u003E\n\u003Cp\u003EWenn autorisierte Systeme Zugriff auf Originaldaten benötigen, übermitteln sie Token zusammen mit den entsprechenden Authentifizierungsdaten an den Vault. Der Vault validiert die Anfrage, ruft die entsprechenden sensiblen Daten ab und gibt sie sicher zur Verarbeitung an die autorisierte Anwendung zurück.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003ESchritt 5: Verwendung von Token in Workflows\u003C/h3\u003E\n\u003Cp\u003EDer generierte Token ersetzt die sensiblen Daten in allen Geschäftsprozessen, Datenbanken, Analysesystemen und Drittanbieter-Integrationen. Anwendungen können Token verarbeiten, speichern und übertragen, ohne tatsächliche sensible Informationen zu handhaben, was Sicherheitsrisiken und den Compliance-Umfang erheblich reduzieren kann.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003ESchritt 6: Token-Lebenszyklusmanagement\u003C/h3\u003E\n\u003Cp\u003EDas System verwaltet den Ablauf, die Erneuerung und die sichere Löschung von Token gemäß den Geschäftsregeln und gesetzlichen Anforderungen. Wenn die Originaldaten nicht mehr benötigt werden, werden sowohl der Token als auch seine Vault-Zuordnung dauerhaft zerstört, was einen vollständigen Schutz über den gesamten Datenlebenszyklus hinweg gewährleistet.\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["title_v2","text_copy"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small",":type":"snowflake-site/components/container"},"container_copy_copy__1356152446":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text_copy":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12"},"id":"primary-methods-for-security-tokenization",":items":{"title_v2":{"id":"title-v2-1bf0d9cc73","additionalClasses":"","type":"heading2","lines":["Primäre Methoden für die Sicherheits-Tokenisierung"],":type":"snowflake-site/components/title-v2"},"text_copy":{"id":"text-93bcf630ba","text":"\u003Cp\u003EDie Tokenisierung zur \u003Ca href=\"https://www.snowflake.com/de/fundamentals/data-security/\" target=\"_blank\"\u003EDatensicherheit\u003C/a\u003E setzt verschiedene Methoden ein, um sensible Informationen durch sichere Platzhalterwerte zu ersetzen, die jeweils unterschiedliche Vorteile für spezifische Anwendungsfälle bieten. Welche Sie verwenden, hängt von Ihren Datenformatanforderungen, Ihren Performance-Bedürfnissen und Ihrer Sicherheitsarchitektur ab.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003E1. Formaterhaltend\u003C/h3\u003E\n\u003Cp\u003EDie formaterhaltende Tokenisierung ersetzt sensible Daten durch Token, die dasselbe Format, dieselbe Länge und denselben Zeichentyp wie die Originaldaten beibehalten (z. B. wird eine 16-stellige Kreditkartennummer zu einem 16-stelligen Token). Diese Methode gewährleistet eine nahtlose Integration in bestehende Systeme und Datenbanken, die spezifische Anforderungen an die Feldvalidierung haben. Dadurch entfällt die Notwendigkeit von Anwendungsänderungen, während gleichzeitig ein starker Datenschutz geboten wird.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003E2. Vault-basiert\u003C/h3\u003E\n\u003Cp\u003EDie Vault-basierte Tokenisierung speichert die Zuordnung zwischen Token und den ursprünglichen sensiblen Daten in einer zentralisierten, hochsicheren Datenbank, die als Token-Vault bezeichnet wird. Dieser Ansatz bietet das stärkste Sicherheitsmodell, schafft jedoch Abhängigkeiten von der Verfügbarkeit des Vaults und kann bei Vorgängen mit hohem Volumen zu Performance-Engpässen führen.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003E3. Vault-los (kryptografisch)\u003C/h3\u003E\n\u003Cp\u003EDie Vault-lose Tokenisierung nutzt kryptografische Algorithmen, um Token mathematisch zu generieren. Dadurch entfällt die Notwendigkeit eines zentralen Token-Vaults, während gleichzeitig die Möglichkeit erhalten bleibt, Token mit den entsprechenden Schlüsseln wieder in die Originaldaten umzuwandeln. Diese Methode bietet eine bessere Performance und Skalierbarkeit, da keine Vault-Abfragen erforderlich sind. Sie kann jedoch anfälliger für kryptografische Angriffe sein, wenn der Algorithmus oder die Schlüssel kompromittiert werden.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003E4. Statische Daten\u003C/h3\u003E\n\u003Cp\u003EDie Tokenisierung statischer Daten ersetzt sensible Informationen in Datenbanken, Dateien und Data Warehouses durch Token für die langfristige Speicherung und für Analytics-Zwecke. Diese Methode ist ideal für den Schutz von ruhenden Daten in Nicht-Produktionsumgebungen. Sie ermöglicht sicheres Data Sharing mit Dritten und unterstützt Compliance-Anforderungen für die Datenaufbewahrung.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003E5. Dynamische Daten\u003C/h3\u003E\n\u003Cp\u003EDie Tokenisierung dynamischer Daten erfolgt in Echtzeit. Dabei werden sensible Daten abgefangen und tokenisiert, während sie durch Anwendungen, APIs und Netzwerkkommunikationen fließen. Dieser Ansatz bietet umfassenden Schutz für Daten in Bewegung und ist daher besonders wertvoll für den Schutz von Altsystemen.\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["title_v2","text_copy"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small",":type":"snowflake-site/components/container"},"container_copy_copy__2123007453":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text_copy":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12","text":"aem-GridColumn aem-GridColumn--default--12"},"id":"benefits-of-tokenization",":items":{"title_v2":{"id":"title-v2-c83bb56483","additionalClasses":"","type":"heading2","lines":["Vorteile der Tokenisierung"],":type":"snowflake-site/components/title-v2"},"text_copy":{"id":"text-44d82aae23","text":"\u003Cp\u003EDie Tokenisierung bietet überzeugende Vorteile für Unternehmen, die sensible Daten schützen und gleichzeitig ihre betriebliche Effizienz aufrechterhalten möchten. Diese Vorteile adressieren kritische geschäftliche Anforderungen in den Bereichen Sicherheit, Compliance und Systemfunktionalität.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003EVerbesserte Datensicherheit\u003C/h3\u003E\n\u003Cp\u003EDie Tokenisierung erhöht die Datensicherheit, indem sie die Präsenz sensibler Informationen in Geschäftssystemen, Datenbanken oder Anwendungen reduziert, wo unbefugte Nutzer:innen oder böswillige Akteure darauf zugreifen könnten.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003EGeringeres Risiko von Sicherheitsverletzungen\u003C/h3\u003E\n\u003Cp\u003EDurch den Austausch sensibler Daten gegen wertlose Platzhalter kann die Tokenisierung die potenziellen Auswirkungen von Sicherheitsverletzungen und Cyberangriffen erheblich reduzieren. Selbst wenn Systeme kompromittiert werden, können gestohlene Token in der Regel nicht verwendet werden, um die Originaldaten ohne Zugang zum sicheren Vault zu rekonstruieren.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003EVereinfachte Compliance\u003C/h3\u003E\n\u003Cp\u003EDa eine ordnungsgemäß implementierte Tokenisierung die Offenlegung sensibler Daten reduzieren kann, trägt sie möglicherweise dazu bei, den Compliance-Umfang unter Standards wie PCI DSS einzugrenzen – abhängig von den Implementierungsdetails und der regulatorischen Auslegung. Dies senkt die Compliance-Kosten, die Komplexität von Audits und die Anzahl der Systeme, die strengen regulatorischen Kontrollen und Überwachungsanforderungen unterliegen, erheblich.\u003C/p\u003E\n\u003Cp\u003E \u003C/p\u003E\n\u003Ch3\u003EErhalt der Systemfunktionalität\u003C/h3\u003E\n\u003Cp\u003EDie Fähigkeit, sensible Daten in Workflows und Verbindungen von Drittanbietern nahtlos zu ersetzen, ermöglicht es Unternehmen, ihre bestehenden Geschäftsprozesse und Systemintegrationen beizubehalten.\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"text":{"id":"text-6129dd5ec4","text":"","richText":true,":type":"snowflake-site/components/text"}},":itemsOrder":["title_v2","text_copy","text"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small",":type":"snowflake-site/components/container"},"container_copy_copy__10095368":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text_copy":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12","text":"aem-GridColumn aem-GridColumn--default--12"},"id":"challenges-and-limitations-of-tokenization",":items":{"title_v2":{"id":"title-v2-55ad363e65","additionalClasses":"","type":"heading2","lines":["Herausforderungen und Grenzen der Tokenisierung"],":type":"snowflake-site/components/title-v2"},"text_copy":{"id":"text-1077240159","text":"\u003Cp\u003EObwohl die Tokenisierung erhebliche Sicherheitsvorteile bietet, müssen Unternehmen die Herausforderungen bei der Implementierung und die fortlaufenden Einschränkungen sorgfältig abwägen, da diese sich auf Projektzeitpläne, Kosten und die betriebliche Komplexität auswirken können.\u003C/p\u003E\r\n\u003Cp\u003E \u003C/p\u003E\r\n\u003Ch3\u003EImplementierungskosten\u003C/h3\u003E\r\n\u003Cp\u003EDie Tokenisierung erfordert erhebliche Vorabinvestitionen in spezialisierte Infrastruktur, einschließlich sicherer Token-Vaults, hochverfügbarer Systeme und Disaster Recovery. Unternehmen müssen außerdem Betriebskosten für die Wartung des Vaults, Überwachung, Sicherheitsupdates und mögliche Lizenzgebühren für kommerzielle Tokenisierungsplattformen einkalkulieren.\u003C/p\u003E\r\n\u003Cp\u003E \u003C/p\u003E\r\n\u003Ch3\u003EIntegration mit Altsystemen\u003C/h3\u003E\r\n\u003Cp\u003EAltsysteme verfügen oft über fest codierte Datenvalidierungsregeln, feste Feldlängen oder eingebettete Geschäftslogik, die einen direkten Zugriff auf die Originaldaten voraussetzt. Ältere Anwendungen und Datenbanken erfordern möglicherweise teure kundenspezifische Entwicklungen oder komplette Systemüberholungen, was zu komplexen Integrationsherausforderungen führt.\u003C/p\u003E\r\n\u003Cp\u003E \u003C/p\u003E\r\n\u003Ch3\u003EVerwaltung von Token-Vaults\u003C/h3\u003E\r\n\u003Cp\u003EDie Verhinderung einer unbefugten Detokenisierung erfordert eine Überwachung rund um die Uhr, regelmäßige Sicherheitsaudits, komplexe Backup-Verfahren und ausgefeilte Zugriffskontrollen. Unternehmen müssen die Performance, Skalierbarkeit, Rotation von Verschlüsselungsschlüsseln und Verfügbarkeit der Vaults über mehrere Rechenzentren hinweg verwalten. Dies führt zu einer erheblichen betrieblichen Komplexität und erfordert möglicherweise spezielles Fachwissen.\u003C/p\u003E\r\n\u003Cp\u003E \u003C/p\u003E\r\n\u003Ch3\u003EAuswirkungen auf die Performance bei Transaktionen mit hohem Volumen\u003C/h3\u003E\r\n\u003Cp\u003EDie Tokenisierung und Detokenisierung in Echtzeit kann in Umgebungen mit hohem Durchsatz zu Latenzengpässen führen, insbesondere wenn für jede Transaktion oder Datenzugriffsanforderung Vault-Abfragen erforderlich sind. Verzögerungen bei der Netzwerkkommunikation zwischen Anwendungen und Token-Vaults können sich in transaktionsintensiven Szenarien schnell summieren, was sich potenziell auf die Kundenerfahrung und die Reaktionsfähigkeit des Systems auswirkt.\u003C/p\u003E\r\n\u003Cp\u003E \u003C/p\u003E\r\n\u003Ch3\u003EBedenken hinsichtlich der Portabilität\u003C/h3\u003E\r\n\u003Cp\u003EKommerzielle Tokenisierungslösungen verwenden häufig proprietäre Formate, APIs und Vault-Architekturen, die eine Migration zwischen Anbietern oder den Wechsel zu alternativen Sicherheitsansätzen erschweren. Unternehmen könnten sich in eine Abhängigkeit von bestimmten Anbietern für kritische Sicherheitsinfrastruktur begeben, was potenziell zu einer langfristigen Kosteneskalation führt.\u003C/p\u003E\r\n\u003Cp\u003E \u003C/p\u003E\r\n\u003Ch3\u003EEinschränkungen bei Datenformaten und Analytics\u003C/h3\u003E\r\n\u003Cp\u003EDie Tokenisierung kann \u003Ca rel=\"noopener noreferrer\" target=\"_blank\" href=\"https://www.snowflake.com/de/fundamentals/data-analytics/\"\u003EData Analytics\u003C/a\u003E, Reporting und Business-Intelligence-Abläufe beeinträchtigen. Formaterhaltende Token behalten möglicherweise nicht die statistischen Eigenschaften bei, die für präzise Analytics erforderlich sind, während nicht-formaterhaltende Token bestehende Datenverarbeitungs-Workflows unterbrechen und erhebliche Anwendungsmodifikationen erfordern können.\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"text":{"id":"text-97cd427d6e","text":"","richText":true,":type":"snowflake-site/components/text"}},":itemsOrder":["title_v2","text_copy","text"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small",":type":"snowflake-site/components/container"},"container_copy_copy__1099099171":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text_copy":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12","text":"aem-GridColumn aem-GridColumn--default--12"},"id":"realworld-tokenization-scenarios",":items":{"title_v2":{"id":"title-v2-1d7cb35d16","additionalClasses":"","type":"heading2","lines":["Praxisnahe Tokenisierungs-Szenarien"],":type":"snowflake-site/components/title-v2"},"text_copy":{"id":"text-dbb0c1f763","text":"\u003Cp\u003EDie Tokenisierung hat in einer Vielzahl von Branchen weite Verbreitung gefunden. Diese praktischen Implementierungen zeigen, wie Unternehmen die Tokenisierung nutzen, um sensible Daten zu schützen und gleichzeitig Funktionalität und Compliance aufrechtzuerhalten.\u003C/p\u003E\r\n\u003Cp\u003E \u003C/p\u003E\r\n\u003Ch3\u003EZahlungskarten-Branche\u003C/h3\u003E\r\n\u003Cp\u003EGroße Zahlungsabwickler nutzen die Tokenisierung, um bei Online-Käufen, mobilen Zahlungen und wiederkehrenden Abrechnungstransaktionen tatsächliche Kreditkartennummern durch eindeutige Token zu ersetzen. Dieser Ansatz ermöglicht es Händlern, Zahlungen abzuwickeln und die Zahlungspräferenzen von Kund:innen zu speichern, ohne tatsächliche Kartendaten zu verarbeiten. Dies kann den Umfang der PCI DSS-Compliance reduzieren und das Risiko beseitigen, dass Kartennummern bei Datenschutzverletzungen offengelegt werden.\u003C/p\u003E\r\n\u003Cp\u003E \u003C/p\u003E\r\n\u003Ch3\u003EGesundheitswesen\u003C/h3\u003E\r\n\u003Cp\u003EKrankenhäuser und Gesundheitssysteme tokenisieren Patientenkennungen und Krankenaktennummern, um den Datenschutz der Patient:innen gemäß den HIPAA-Vorschriften zu gewährleisten. Die Tokenisierung ermöglicht es Unternehmen im Gesundheitswesen, de-identifizierte Patientendaten für Bevölkerungsgesundheitsstudien und Qualitätsverbesserungsinitiativen weiterzugeben, ohne die Vertraulichkeit einzelner Patient:innen zu gefährden.\u003C/p\u003E\r\n\u003Cp\u003E \u003C/p\u003E\r\n\u003Ch3\u003EIdentitäts- und Zugriffsmanagement\u003C/h3\u003E\r\n\u003Cp\u003EIdentitätsanbieter für Unternehmen tokenisieren Anmeldeinformationen von Nutzer:innen und personenbezogene Daten, um Single Sign-On und Multi-Faktor-Authentifizierung über Anwendungen und Dienste hinweg zu ermöglichen. Dadurch können Unternehmen die Identität von Nutzer:innen überprüfen und Zugriffsrichtlinien durchsetzen, ohne tatsächliche Benutzernamen, Passwörter oder persönliche Daten gegenüber Anwendungen und Dienstleistern von Drittanbietern offenzulegen.\u003C/p\u003E\r\n\u003Cp\u003E \u003C/p\u003E\r\n\u003Ch3\u003ESchutz von Cloud-Daten\u003C/h3\u003E\r\n\u003Cp\u003EGroße Cloud-Plattformen bieten Tokenisierungsdienste an, um sensible Daten zu schützen, die in Cloud-Datenbanken, Data Warehouses und Analytics-Plattformen gespeichert sind. Unternehmen nutzen diese Dienste, um Kundendaten und proprietäre Informationen zu tokenisieren, bevor sie in den Cloud-Speicher hochgeladen werden. So wird sichergestellt, dass sensible Informationen auch dann geschützt bleiben, wenn Cloud-Konten kompromittiert werden oder unbefugte Administrator:innen darauf zugreifen.\u003C/p\u003E\r\n\u003Cp\u003E \u003C/p\u003E\r\n\u003Ch3\u003EDigitale Vermögenswerte und Blockchain-Anwendungen\u003C/h3\u003E\r\n\u003Cp\u003EKryptowährungsbörsen und Plattformen für dezentrale Finanzen (DeFi) tokenisieren reale Vermögenswerte wie Immobilien, Rohstoffe und Kunstwerke, um handelbare digitale Repräsentationen in Blockchain-Netzwerken zu erstellen. DeFi-Start-ups können tokenisierte Sicherheiten nutzen, um dezentrale Kreditvergabe und -aufnahme zu ermöglichen, ohne traditionelle Finanzintermediäre einzubeziehen.\u003C/p\u003E\r\n\u003Cp\u003E \u003C/p\u003E\r\n\u003Ch3\u003EHandel und E-Commerce\u003C/h3\u003E\r\n\u003Cp\u003EGroße Einzelhändler und Online-Marktplätze tokenisieren persönliche Kundendaten, Kaufhistorien und Daten von Treueprogrammen, um personalisiertes Marketing und Empfehlungsmaschinen zu ermöglichen. Dieser Ansatz ermöglicht es Unternehmen, Verhaltensmuster von Kund:innen zu analysieren und zielgerichtete Erlebnisse zu bieten, während die tatsächlichen Identitäten der Kund:innen geschützt bleiben.\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"text":{"id":"text-398fdb1774","text":"","richText":true,":type":"snowflake-site/components/text"}},":itemsOrder":["title_v2","text_copy","text"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small",":type":"snowflake-site/components/container"},"container_copy_copy_":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"title_v2_copy":"aem-GridColumn aem-GridColumn--default--12","container_copy_copy__373061683":"aem-GridColumn aem-GridColumn--default--12","container_copy_copy__127842237":"aem-GridColumn aem-GridColumn--default--12","container_copy_copy":"aem-GridColumn aem-GridColumn--default--12","container_copy_copy__1190438074":"aem-GridColumn aem-GridColumn--default--12"},"id":"rel",":items":{"container_copy_copy":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text_copy":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12"},"id":"conclusion",":items":{"title_v2":{"id":"title-v2-3189c1f63e","additionalClasses":"","type":"heading2","lines":["Fazit"],":type":"snowflake-site/components/title-v2"},"text_copy":{"id":"text-43428463f1","text":"\u003Cp\u003ETokenisierung ist ein Sicherheitsansatz, der dazu beiträgt, sensible Daten zu schützen und es Unternehmen gleichzeitig ermöglicht, Informationen kontrolliert und risikoärmer zu nutzen. Unternehmen können Tokenisierung nutzen, um sichere Cloud Analytics zu ermöglichen, eine sicherere Zusammenarbeit mit Drittanbietern zu erleichtern und innovative Geschäftsmodelle zu erkunden, während gleichzeitig strenge Sicherheitsstandards eingehalten werden.\u003C/p\u003E\u003Cp\u003EDurch die Vereinfachung von Compliance-Anforderungen und die Minimierung des Risikos von Sicherheitsverletzungen schafft die Tokenisierung das Vertrauens-Framework, das für Kunden- und Partnerunternehmen unerlässlich ist, um digitale Dienste und Initiativen für Data Sharing sicher zu nutzen. Unternehmen sollten gründlich bewerten, wo sensible Daten durch ihre Unternehmen fließen, und prüfen, wie Tokenisierung aktuelle Sicherheitsprobleme in strategische Wettbewerbsvorteile verwandeln könnte.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["title_v2","text_copy"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small",":type":"snowflake-site/components/container"},"container_copy_copy__127842237":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"title_v2":"aem-GridColumn aem-GridColumn--default--12","simple_snowflake_acc":"aem-GridColumn aem-GridColumn--default--12"},"id":"customer",":items":{"title_v2":{"id":"title-v2-c398999a55","additionalClasses":"","type":"heading2","lines":["Häufig gestellte Fragen zur Tokenisierung in der Datensicherheit"],":type":"snowflake-site/components/title-v2"},"simple_snowflake_acc":{"id":"simple-snowflake-accordion-eccf9e7132","showDivider":false,"accordionItemsList":[{"title":"Wie unterscheidet sich Tokenisierung von Verschlüsselung?","richText":"\u003Cp\u003EBei der Tokenisierung werden sensible Daten durch zufällige Platzhalterwerte ersetzt, die in einem separaten Vault gespeichert werden, während bei der Verschlüsselung Daten mithilfe mathematischer Algorithmen unkenntlich gemacht werden, was mit dem richtigen Schlüssel rückgängig gemacht werden kann. Der Hauptunterschied besteht darin, dass Token keine mathematische Beziehung zu den Originaldaten haben – selbst wenn jemand den Token knackt, kann diese Person ohne Zugriff auf den sicheren Vault die tatsächlichen Informationen nicht ableiten. \u003C/p\u003E\n"},{"title":"Was ist Tokenisierung in der Verarbeitung natürlicher Sprache?","richText":"\u003Cp\u003EObwohl sowohl Sicherheitsanwendungen als auch Anwendungen für maschinelles Lernen auf Tokenisierung angewiesen sind, bedeutet dieser Begriff in beiden Bereichen etwas völlig anderes. Im Bereich \u003Ca href=\"https://www.snowflake.com/de/fundamentals/natural-language-processing/\" target=\"_blank\"\u003ENLP\u003C/a\u003E zerlegt die Tokenisierung Text in kleinere Teile wie Wörter, Sätze oder Zeichen, damit Computer Sprache verarbeiten und verstehen können. Stellen Sie sich das so vor, als würde ein Absatz in leicht verdauliche Blöcke für Modelle für maschinelles Lernen zerlegt. Während die NLP-Tokenisierung Maschinen beim Lesen von Text hilft, unterstützt die Sicherheits-Tokenisierung Unternehmen dabei, sensible Informationen zu verbergen.\u003C/p\u003E\n"}],":type":"snowflake-site/components/simple-snowflake-accordion","appliedCssClassNames":"snowflake-responsive-component-bottom-padding-small"}},":itemsOrder":["title_v2","simple_snowflake_acc"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small",":type":"snowflake-site/components/container"},"title_v2_copy":{"id":"title-v2-6ca60b8c22","type":"heading2","lines":["Kunden, die Snowflake einsetzen"],":type":"snowflake-site/components/title-v2"},"container_copy_copy__1190438074":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"flexible_column_cont":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12"},"id":"customers",":items":{"title_v2":{"id":"title-v2-4915abdd92","additionalClasses":"headline-decoration","type":"heading2","lines":[""],":type":"snowflake-site/components/title-v2","appliedCssClassNames":"snowflake-responsive-component-top-padding-none"},"flexible_column_cont":{"id":"flexible-column-container-ab08f26727","type":"2-column-even","alignColumns":"match-height","containerMaxWidth":"extra-large","topPadding":"extra-small","bottomPadding":"small","spaceBetween":"small","reverseOnMobile":false,"carouselOnMobile":false,"backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-7ca278be18",":items":{"card_v2":{"id":"card-v2-4433bf7ac0","configurationStatus":{"configured":true,"message":""},"image":{"id":"image","alt":"power digital logo","src":"https://www.snowflake.com/adobe/dynamicmedia/deliver/dm-aid--db07a0b1-6aaa-43ff-8592-62aef7fe583e/power-digital-customer-card.png?quality=85&preferwebp=true","lazyEnabled":true,"width":"2520","height":"1080",":type":"snowflake-site/components/image"},"type":"content-card",":type":"snowflake-site/components/card-v2","title":{"id":"title","type":"heading4","lines":["NYC Health + Hospitals Elevates Care for New Yorkers Experiencing Homelessness"],":type":"snowflake-site/components/title-v2"},"button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"https://www.snowflake.com/en/customers/all-customers/case-study/nyc-health/ "},"linkTargetContentType":"GENERIC","linkType":"SNOWFLAKE_EXTERNAL","text":"Customer Story lesen (Englisch)",":type":"snowflake-site/components/button"},"text":{"id":"text","text":"\u003Cp\u003ESnowflakes AI Data Cloud bildet das Herzstück des Daten-Hubs von NYC Health + Hospitals, der zeitnahe Erkenntnisse über Patient:innen liefert, um New Yorks schutzbedürftige Bevölkerungsgruppen zu unterstützen.\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text"},"layoutStyle":"vertical"}},":itemsOrder":["card_v2"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-medium",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container"},"flexible_column_content_container_2":{"layout":"SIMPLE","id":"container-df1cf825a5",":items":{"card_v2_copy":{"id":"card-v2-1d34c7ebbe","configurationStatus":{"configured":true,"message":""},"image":{"id":"image","alt":"cfl logo","src":"https://www.snowflake.com/adobe/dynamicmedia/deliver/dm-aid--43270ca3-fffd-4969-b1b4-29d77c46ee95/merkle-customer-card%25402x.jpg?quality=85&preferwebp=true","lazyEnabled":true,"width":"1680","height":"720",":type":"snowflake-site/components/image"},"type":"content-card",":type":"snowflake-site/components/card-v2","title":{"id":"title","type":"heading4","lines":["Merkle Improves Customer Experiences While Providing Data Governance and Security"],":type":"snowflake-site/components/title-v2"},"button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"https://www.snowflake.com/en/customers/all-customers/case-study/merkle/"},"linkTargetContentType":"GENERIC","linkType":"SNOWFLAKE_EXTERNAL","text":"Customer Story lesen (Englisch)",":type":"snowflake-site/components/button"},"text":{"id":"text","text":"\u003Cp\u003EMerkle, ein dentsu-Unternehmen, konsolidiert sensible Daten und arbeitet mit Kunden in Snowflake zusammen. Das Ergebnis ist eine effizientere, sichere Datenumgebung, die den Datenzugriff beschleunigt und Risiken mindert.\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text"},"layoutStyle":"vertical"}},":itemsOrder":["card_v2_copy"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-medium",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container"},"isActiveTOC":false,":type":"snowflake-site/components/flexible-column-container","isBlogPage":false}},":itemsOrder":["title_v2","flexible_column_cont"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small",":type":"snowflake-site/components/container"},"container_copy_copy__373061683":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"flexible_column_cont":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn 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