{"id":35762,"date":"2026-06-26T17:01:50","date_gmt":"2026-06-26T09:01:50","guid":{"rendered":"https:\/\/aiportek.com\/?p=35762"},"modified":"2026-06-26T17:12:24","modified_gmt":"2026-06-26T09:12:24","slug":"lepide-ai-security-monitor-permission-governance","status":"publish","type":"post","link":"https:\/\/aiportek.com\/en\/lepide-ai-security-monitor-permission-governance\/","title":{"rendered":"[Hongke Insights] Plug the Gaps Before Deploying AI: Minimize Data Breach Risks with \u201cReal-Time Monitoring + Access Control\u201d\u200b"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"35762\" class=\"elementor elementor-35762\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-303a47ec elementor-section-stretched elementor-section-full_width elementor-section-height-min-height elementor-section-content-middle elementor-section-height-default elementor-section-items-middle\" data-id=\"303a47ec\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-27d5e225\" data-id=\"27d5e225\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4e369ae3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4e369ae3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-6555484e\" data-id=\"6555484e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-397ef20e elementor-widget elementor-widget-heading\" data-id=\"397ef20e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Hongke's latest articles<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b5c0d9b elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"4b5c0d9b\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">HongKe<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6d18033c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6d18033c\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1f96cecf\" data-id=\"1f96cecf\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d303089 elementor-widget elementor-widget-text-editor\" data-id=\"d303089\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4b0e7b4e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4b0e7b4e\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-7a4b7cfc\" data-id=\"7a4b7cfc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-79a3214 elementor-widget elementor-widget-heading\" data-id=\"79a3214\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">[Hongke Insights] Plug the Gaps Before Deploying AI: Minimize Data Breach Risks with \u201cReal-Time Monitoring + Access Control\u201d\u200b<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-226f412 elementor-widget elementor-widget-post-info\" data-id=\"226f412\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-2358f4d elementor-inline-item\" itemprop=\"author\">\n\t\t\t\t\t\t<a href=\"https:\/\/aiportek.com\/en\/author\/hongketechnology\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-user-circle\" viewbox=\"0 0 496 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M248 104c-53 0-96 43-96 96s43 96 96 96 96-43 96-96-43-96-96-96zm0 144c-26.5 0-48-21.5-48-48s21.5-48 48-48 48 21.5 48 48-21.5 48-48 48zm0-240C111 8 0 119 0 256s111 248 248 248 248-111 248-248S385 8 248 8zm0 448c-49.7 0-95.1-18.3-130.1-48.4 14.9-23 40.4-38.6 69.6-39.5 20.8 6.4 40.6 9.6 60.5 9.6s39.7-3.1 60.5-9.6c29.2 1 54.7 16.5 69.6 39.5-35 30.1-80.4 48.4-130.1 48.4zm162.7-84.1c-24.4-31.4-62.1-51.9-105.1-51.9-10.2 0-26 9.6-57.6 9.6-31.5 0-47.4-9.6-57.6-9.6-42.9 0-80.6 20.5-105.1 51.9C61.9 339.2 48 299.2 48 256c0-110.3 89.7-200 200-200s200 89.7 200 200c0 43.2-13.9 83.2-37.3 115.9z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-author\">\n\t\t\t\t\t\t\t\t\t\tHongKeTechnology\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-a689c23 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/aiportek.com\/en\/2026\/06\/26\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-calendar\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M12 192h424c6.6 0 12 5.4 12 12v260c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V204c0-6.6 5.4-12 12-12zm436-44v-36c0-26.5-21.5-48-48-48h-48V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H160V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H48C21.5 64 0 85.5 0 112v36c0 6.6 5.4 12 12 12h424c6.6 0 12-5.4 12-12z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>June 26, 2026<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c027dd7 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c027dd7\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9aba933 elementor-widget elementor-widget-heading\" data-id=\"9aba933\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">01. Technical Causes and Risks of AI Data Breaches<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-853e9ed elementor-widget elementor-widget-image\" data-id=\"853e9ed\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-1024x683.jpeg\" class=\"attachment-large size-large wp-image-34451\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-1024x683.jpeg 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-300x200.jpeg 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-768x512.jpeg 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-1536x1024.jpeg 1536w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-2048x1366.jpeg 2048w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-18x12.jpeg 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-600x400.jpeg 600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3381e7 elementor-widget elementor-widget-text-editor\" data-id=\"d3381e7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>While AI enhances efficiency and improves the quality of decision-making, it often requires access to large amounts of data for training, retrieval, and inference. Without \u201cvisibility, access controls, and real-time responses,\u201d data leaks can occur without anyone noticing.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c8243a7 elementor-widget elementor-widget-heading\" data-id=\"c8243a7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">1) Unintentional Leaks: Supply Chain Gaps and Agents Being Misled<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a761ec3 elementor-widget elementor-widget-text-editor\" data-id=\"a761ec3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u2022 Supply chain risk is not an abstract concept: Mixpanel once experienced unauthorized access to its systems after an employee fell victim to an SMS phishing (smishing) attack, resulting in the leakage of some customer-identifiable information and analytics-level data; Related disclosures indicate that the data fields may include metadata such as names, email addresses, approximate locations, and browser\/operating system information.\u200b<br \/>\u2022If an AI agent is granted access to emails or documents, it may be manipulated through \u201cindirect prompt injection\u201d: The ShadowLeak attack demonstrated by Radware exploited hidden commands to trick ChatGPT\u2019s Deep Research agent\u2014which had access to Gmail\u2014into extracting and leaking mailbox information, illustrating that \u201cIf an agent has permissions, it can potentially be exploited for malicious purposes.\u201d<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f5d7c2 elementor-widget elementor-widget-heading\" data-id=\"2f5d7c2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">2) Data Abuse and Mismanagement: Loss of Control Over Permissions and \u201cOver-Delegation\u201d<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa1fa0c elementor-widget elementor-widget-text-editor\" data-id=\"aa1fa0c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>When AI systems are equipped with the ability to perform actions (such as reading and writing files, querying databases, sending emails, or issuing invoices), the real risk often lies not in whether the model \u201cwill give the wrong answer,\u201d but in whether \u201cit can actually carry out destructive actions after giving the wrong answer.\u201d\u200b<br \/>OWASP defines \u201cExcessive Agency\u201d as: a situation in which an LLM, due to having too many functions, too many permissions, or too much autonomy, is capable of performing harmful actions through unintended or manipulated outputs.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2370767 elementor-widget elementor-widget-heading\" data-id=\"2370767\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3) Compliance Risk: Fines and the Cost of Trust Are Skyrocketing Simultaneously<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b8bd01 elementor-widget elementor-widget-text-editor\" data-id=\"0b8bd01\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u2022 Dutch regulators previously fined Experian Netherlands 2.7 million euros for GDPR violations, citing issues such as insufficient notification and other data processing problems, which underscores the strictness of enforcement in personal data governance.\u200b<br \/>\u2022 France\u2019s CNIL imposed a total fine of 42 million euros on Free Mobile and its parent company, Free, for issues including inadequate protection of customer data. This penalty, linked to the companies\u2019 data breach and subsequent corrective measures, demonstrates that the financial impact of a major data breach can directly reach the \u201coperational level.\u201d<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a28630e elementor-widget elementor-widget-heading\" data-id=\"a28630e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">02. How Lepide Builds a Data Leak Prevention (DLP) System for the AI Era<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb06299 elementor-widget elementor-widget-text-editor\" data-id=\"eb06299\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>In response to the dynamic risks posed by \u201cagentic\u201d AI, we recommend a two-pronged approach: establish clear permission boundaries before deployment, and use real-time monitoring after deployment to detect anomalous behavior and address it promptly.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3910219 elementor-widget elementor-widget-heading\" data-id=\"3910219\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">1) Pre-deployment governance: Start by applying the \u201cleast privilege\u201d principle to the fullest extent possible<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5c631 elementor-widget elementor-widget-text-editor\" data-id=\"3c5c631\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div data-page-id=\"P3xadVZ4Lo0aIAxFUOicLTbknOe\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-Nm2EdObeEo64oSxIvOUcreplnoc\">First, identify where sensitive data is located and who has access to it: Data classification and permission visibility at the platform level can help identify areas where data is overexposed and track permission statuses (including current permissions and changes).\u200b<br \/>Revoke \"unnecessary, overly broad, or expired\" permissions: The platform supports automated remediation of excessive permissions\u2014for example, automatically revoking permissions via policies when they are no longer needed\u2014to reduce the likelihood of \"AI using human accounts as a conduit\" to laterally access large amounts of confidential information.<\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e94eb8 elementor-widget elementor-widget-heading\" data-id=\"0e94eb8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">2) Monitoring During Operation: Detect anomalies in real time and reduce exposure time<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-edef893 elementor-widget elementor-widget-text-editor\" data-id=\"edef893\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Once AI tools are deployed, static permissions are insufficient to address behavioral risks; therefore, real-time alerts and monitoring for behavioral anomalies are required\u2014particularly in cases such as elevated account privileges, unusually high volumes of access, and sensitive operations performed during atypical time periods.\u200b<br \/>Lepide\u2019s real-time alerts not only \u201cnotify you,\u201d but also support rapid response actions (such as freezing accounts, rolling back operations, and isolating systems), and can be integrated with existing response workflows to maintain incident containment capabilities.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ebf2a3 elementor-widget elementor-widget-heading\" data-id=\"9ebf2a3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3) Integration and Automation: Turning \u201cDiscovery\u201d into \u201cClosed-Loop Processing\u201d<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a794e8f elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"a794e8f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>To move beyond \u201cdetecting risks\u201d to \u201cpreventing data breaches,\u201d the key is to integrate alerts into existing SOC\/IT processes (such as SIEM, SOAR, and ITSM) so that incidents can be prioritized, assigned, tracked, and audited.\u200b<br \/>The platform also emphasizes policy-based governance and automated remediation of excessive permissions, ensuring that permissions do not continue to expand due to personnel changes and project overlaps, and preventing AI agents from obtaining \u201cdefault superuser privileges.\u201d<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5281d8 elementor-widget elementor-widget-text-editor\" data-id=\"d5281d8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>In the face of the AI wave, the most prudent approach is to first \u201cclean up\u201d sensitive data and access controls, and then use real-time monitoring to suppress anomalous behavior as soon as it occurs.\u200b<br \/>\"Start a free trial\" or \"Schedule a product demo\" now<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c64405 elementor-widget elementor-widget-heading\" data-id=\"2c64405\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">03. Frequently Asked Questions (FAQ) About AI Data Breaches<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57657e7 elementor-widget elementor-widget-text-editor\" data-id=\"57657e7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Q1: Why is it particularly important to prevent data leaks from generative AI?\u200b<br \/>Because generative AI is often used in workflows such as \u201csummarizing, rewriting, comparing, and analyzing,\u201d if the input contains personal data or trade secrets, the consequences of a data breach would extend across three areas: regulatory, financial, and trust; GDPR-related penalty cases have already demonstrated that both the intensity of regulatory enforcement and the scale of fines can be quite substantial.\u200b<br \/>Q2: How might employees unintentionally cause a data breach?\u200b<br \/>Common scenarios include: pasting unanonymized lists or contract excerpts into a chat window, asking an AI to polish emails containing sensitive information, or granting an agent access to an email account or cloud storage without clearly defining the scope of its permissions; Once a proxy is granted excessive permissions, it falls under the \u201cover-proxy\u201d risk profile defined by OWASP.\u200b<br \/>Q3: If you suspect an AI-related data breach is occurring, what should you do immediately?\u200b<br \/>Prioritize the following three actions: preserve evidence (operation logs, timelines, and affected accounts); reduce the attack surface (by first freezing or restricting access to high-risk accounts); and use real-time alerts and audit logs to trace \u201cwho accessed which data and when,\u201d to facilitate containment and reporting.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-45ed7c8 elementor-widget elementor-widget-button\" data-id=\"45ed7c8\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/aiportek.com\/lepide-data-security\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Go to Lepide Product Page<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-cfcf4de e-flex e-con-boxed e-con e-parent\" data-id=\"cfcf4de\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dbc1b58 elementor-widget elementor-widget-heading\" data-id=\"dbc1b58\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-xl\">Other Articles<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74adc8f elementor-posts--align-left elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-card-shadow-yes elementor-posts__hover-gradient elementor-widget elementor-widget-posts\" data-id=\"74adc8f\" data-element_type=\"widget\" data-settings=\"{&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:100,&quot;sizes&quot;:[]},&quot;cards_columns&quot;:&quot;3&quot;,&quot;cards_columns_tablet&quot;:&quot;2&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-35762 post type-post status-publish format-standard has-post-thumbnail hentry category-12 tag-lepide tag-36\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/lepide-ai-security-monitor-permission-governance\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"984\" height=\"438\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002.webp\" class=\"attachment-full size-full wp-image-34596\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002.webp 984w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-300x134.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-768x342.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-18x8.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-600x267.webp 600w\" sizes=\"(max-width: 984px) 100vw, 984px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Dry Goods<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/aiportek.com\/en\/lepide-ai-security-monitor-permission-governance\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\t[Hongke Insights] Plug the Gaps Before Deploying AI: Minimize Data Breach Risks with \u201cReal-Time Monitoring + Access Control\u201d\u200b\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>As generative AI and AI agents are widely adopted in enterprises, behaviors such as prompt injection, over-agency, and unintentional data leaks by employees continue to amplify data leakage and compliance risks, creating an urgent need for proactive security solutions. This article leverages the Lepide Data Security Platform to build a comprehensive protection system centered on \u201cpre-deployment governance + in-operation monitoring.\u201d Through real-time sensitive data monitoring, fine-grained permission controls, end-to-end auditing, and automated incident response capabilities, it can integrate with SIEM and SOAR systems to form a closed-loop risk management system. The platform automatically consolidates excessive permissions, and abnormal behavior triggers rapid response measures such as account freezing and system isolation. This addresses the challenges of excessive AI permissions and confidential data leaks while meeting compliance requirements under regulations such as GDPR, thereby establishing a robust data security defense for enterprises implementing AI.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/lepide-ai-security-monitor-permission-governance\/\" aria-label=\"Read more about \u3010Hongke Insights\u3011Plugging Gaps Before AI Deployment: Mitigating Data Breach Risks with \u201cReal-Time Monitoring + Access Control\u201d\u200b\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tJune 26, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-35524 post type-post status-publish format-standard has-post-thumbnail hentry category-1 tag-knowbe4 tag-36\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/knowbe4-hongkong-ciso-risk-audit-solution\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"1024\" height=\"544\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/72bc546a-0851-480a-a589-1f4ed5a5bc0b-1024x544-1.png\" class=\"attachment-full size-full wp-image-34919\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/72bc546a-0851-480a-a589-1f4ed5a5bc0b-1024x544-1.png 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/72bc546a-0851-480a-a589-1f4ed5a5bc0b-1024x544-1-300x159.png 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/72bc546a-0851-480a-a589-1f4ed5a5bc0b-1024x544-1-768x408.png 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/72bc546a-0851-480a-a589-1f4ed5a5bc0b-1024x544-1-18x10.png 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/72bc546a-0851-480a-a589-1f4ed5a5bc0b-1024x544-1-600x319.png 600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Dynamic<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/aiportek.com\/en\/knowbe4-hongkong-ciso-risk-audit-solution\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\t[Hongke Solutions] From Passive Defense to Proactive Prevention: Easily Handle Annual Risk Assessments and Security Audits with KnowBe4\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Hong Kong\u2019s \u201cProtection of Critical Infrastructure (Computer Systems) Ordinance\u201d requires companies to conduct annual cybersecurity risk assessments and complete independent audits every two years. However, most companies focus solely on technical vulnerabilities while overlooking human-related risks, which account for 80 percent of cybersecurity incidents. KnowBe4 quantifies employee risk through simulated phishing tests, establishes a dynamic risk scoring mechanism, comprehensively retains data on testing, training, and improvements, and enables one-click export of regulatory-grade reports, helping enterprises implement continuous risk management and easily navigate annual assessments and security audits.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/knowbe4-hongkong-ciso-risk-audit-solution\/\" aria-label=\"Read more about \u3010Hongke Solutions\u3011From Passive Defense to Proactive Prevention: Easily Handle Annual Risk Assessments and Security Audits with KnowBe4\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tJune 23, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-35711 post type-post status-publish format-standard has-post-thumbnail hentry category-1 tag-decisions tag-36\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/decisions-rule-business-low-code-decision-engine\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"984\" height=\"438\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002.webp\" class=\"attachment-full size-full wp-image-34596\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002.webp 984w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-300x134.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-768x342.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-18x8.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-600x267.webp 600w\" sizes=\"(max-width: 984px) 100vw, 984px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Dynamic<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/aiportek.com\/en\/decisions-rule-business-low-code-decision-engine\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\t[Hongke News] Why Rule-Intensive Businesses Are Better Suited for Low-Code: Making Decision Logic \u201cConfigurable\u201d Instead of \u201cHard-Coded\u201d\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Many rule-intensive enterprises often face challenges during digital transformation, such as business rules being tightly coupled with underlying code, cumbersome tuning processes, and difficulties in unifying logic across systems. Low-code solutions can transform decision logic into visual configurations, shortening rule iteration cycles and clarifying the division of responsibilities between business and IT. The Decisions platform integrates a low-code environment with a rules engine to independently build a shared decision-making layer. It supports drag-and-drop rule management and cross-system integration and invocation, balancing operational flexibility with IT governance and regulatory requirements.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/decisions-rule-business-low-code-decision-engine\/\" aria-label=\"Read more about [Hongke News] Why Rule-Intensive Businesses Are Better Suited for Low-Code: Making Decision Logic &quot;Configurable&quot; Instead of &quot;Hard-Coded&quot;\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tJune 23, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t<div class=\"e-load-more-anchor\" data-page=\"1\" data-max-page=\"37\" data-next-page=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/35762\/page\/2\/\"><\/div>\n\t\t\t\t<nav class=\"elementor-pagination\" aria-label=\"Pagination\">\n\t\t\t<span class=\"page-numbers prev\">\"<\/span>\n<span aria-current=\"page\" class=\"page-numbers current\"><span class=\"elementor-screen-only\">Page<\/span>1<\/span>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/35762\/page\/2\/\"><span class=\"elementor-screen-only\">Page<\/span>2<\/a>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/35762\/page\/3\/\"><span class=\"elementor-screen-only\">Page<\/span>3<\/a>\n<span class=\"page-numbers dots\">...<\/span>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/35762\/page\/5\/\"><span class=\"elementor-screen-only\">Page<\/span>5<\/a>\n<a class=\"page-numbers next\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/35762\/page\/2\/\">\"<\/a>\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>As generative AI and AI agents are widely adopted in enterprises, behaviors such as prompt injection, over-agency, and unintentional data leaks by employees continue to amplify data leakage and compliance risks, creating an urgent need for proactive security solutions. This article leverages the Lepide Data Security Platform to build a comprehensive protection system centered on \u201cpre-deployment governance + in-operation monitoring.\u201d Through real-time sensitive data monitoring, fine-grained permission controls, end-to-end auditing, and automated incident response capabilities, it can integrate with SIEM and SOAR systems to form a closed-loop risk management system. The platform automatically consolidates excessive permissions, and abnormal behavior triggers rapid response measures such as account freezing and system isolation. This addresses the challenges of excessive AI permissions and confidential data leaks while meeting compliance requirements under regulations such as GDPR, thereby establishing a robust data security defense for enterprises implementing AI.<\/p>","protected":false},"author":1,"featured_media":34596,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[12],"tags":[51,36],"class_list":["post-35762","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-12","tag-lepide","tag-36"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/35762","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/comments?post=35762"}],"version-history":[{"count":9,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/35762\/revisions"}],"predecessor-version":[{"id":35772,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/35762\/revisions\/35772"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/media\/34596"}],"wp:attachment":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/media?parent=35762"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/categories?post=35762"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/tags?post=35762"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}