{"id":27509,"date":"2025-08-29T10:17:41","date_gmt":"2025-08-29T02:17:41","guid":{"rendered":"https:\/\/aiportek.com\/?p=27509"},"modified":"2025-09-15T17:29:09","modified_gmt":"2025-09-15T09:29:09","slug":"lepide-for-ai-data-security","status":"publish","type":"post","link":"https:\/\/aiportek.com\/en\/lepide-for-ai-data-security\/","title":{"rendered":"Hongke Solutions] In-depth Analysis of Generative AI Security Risks, Lepide Protects Data Security"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"27509\" class=\"elementor elementor-27509\" 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<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 Solutions] In-depth Analysis of Generative AI Security Risks, Lepide Protects Data Security<\/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\/2025\/08\/29\/\">\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>August 29, 2025<\/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-4e35e2b elementor-widget elementor-widget-text-editor\" data-id=\"4e35e2b\" 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 data-start=\"49\" data-end=\"258\">Generative AI is changing the game, redefining the future of creativity, automation, and even cybersecurity. Models like GPT-4 and DeepSeek can generate human-like text, beautiful images, and software code, opening up a whole new world of possibilities for businesses and individuals. However, with great power comes great risk. Cybersecurity experts are increasingly concerned about generative AI, not only because of its technological breakthroughs, but also because of the potential security risks it poses. In this article, we explore the complexities of generative AI, including how it works, the security risks, and how organizations can effectively mitigate them.<\/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-5330be1 elementor-widget elementor-widget-heading\" data-id=\"5330be1\" 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\">Generative AI: Cutting-edge technology with both innovation and risk<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bfd5356 elementor-widget elementor-widget-text-editor\" data-id=\"bfd5356\" 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<h6 data-start=\"83\" data-end=\"187\">Generative AI is an important branch of artificial intelligence that can automatically generate text, images, audio, video and even code. Unlike traditional AI, which focuses on data analysis and categorization, generative AI relies on large-scale training data and deep learning technology to create brand new content, and its core technologies include:<\/h6>\n<ul>\n<li data-start=\"191\" data-end=\"241\"><strong data-start=\"191\" data-end=\"206\">Large Language Models (LLMs)<\/strong>The following are some examples: GPT-4, DeepSeek, with powerful language understanding and generation capabilities.<\/li>\n<li data-start=\"244\" data-end=\"279\"><strong data-start=\"244\" data-end=\"252\">Neurological Network<\/strong>: Simulates the human brain's thought patterns and reasoning by learning patterns in the data.<\/li>\n<li data-start=\"282\" data-end=\"332\"><strong data-start=\"282\" data-end=\"306\">Enhanced learning and fine-tuning (Fine-Tuning)<\/strong>: Optimize models with industry data to make them more relevant to specific application scenarios.<\/li>\n<\/ul>\n<h6 data-start=\"334\" data-end=\"357\">Current mainstream generative AI technologies cover a wide range of areas:<\/h6>\n<ul>\n<li data-start=\"361\" data-end=\"393\"><strong data-start=\"361\" data-end=\"378\">GPT-4 (OpenAI)<\/strong>: Specializes in generating text that flows naturally.<\/li>\n<li data-start=\"396\" data-end=\"437\"><strong data-start=\"396\" data-end=\"414\">DeepSeek.<\/strong>: Focus on Chinese context optimization to enhance AI generation capability.<\/li>\n<li data-start=\"440\" data-end=\"467\"><strong data-start=\"440\" data-end=\"450\">DALL-E<\/strong>: Fine-grained images can be generated based on text descriptions.<\/li>\n<li data-start=\"470\" data-end=\"499\"><strong data-start=\"470\" data-end=\"484\">MidJourney<\/strong>: He is known for his artistic style of graphic creation.<\/li>\n<\/ul>\n<p data-start=\"501\" data-end=\"569\">These technologies have been widely used in media, design, medical, content creation and software development, dramatically improving productivity. However, the development of generative AI also brings new challenges and risks.<\/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-b3a9178 elementor-widget elementor-widget-heading\" data-id=\"b3a9178\" 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\">II. Security Risks of Generative AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15e431e elementor-widget elementor-widget-text-editor\" data-id=\"15e431e\" 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 data-start=\"80\" data-end=\"186\">Generative AI presents tremendous opportunities, but it also poses a host of cybersecurity threats. From data breaches to AI-generated speech and Deepfake, the technology poses significant risks to businesses and government agencies. Here are some of the key security risks that generative AI can pose:<\/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-4ad8d90 elementor-widget elementor-widget-heading\" data-id=\"4ad8d90\" 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\">1. Data Breach and Privacy Invasion<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac75102 elementor-widget elementor-widget-text-editor\" data-id=\"ac75102\" 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 data-start=\"69\" data-end=\"243\">One of the most serious problems facing generative AI is data leakage. Since these models are trained on massive datasets, they may inadvertently reproduce sensitive information from the training data, thereby violating user privacy. For example, OpenAI has stated that large language models may inadvertently expose input data, which may contain personally identifiable information (PII), at 1-2%. For industries that are subject to stringent data regulation, such as the medical or financial fields, a data breach could result in significant financial loss or reputational damage.<\/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-2dbeee1 elementor-widget elementor-widget-heading\" data-id=\"2dbeee1\" 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\">2. Malicious code generation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c031174 elementor-widget elementor-widget-text-editor\" data-id=\"c031174\" 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 data-start=\"373\" data-end=\"457\">Cybercriminals can use generative AI to build malicious text, including malware and ransomware scripts. Some attackers have begun using GPT to generate sophisticated phishing emails and even write attack code directly, lowering the technical barriers to hacking. According to CheckPoint, advanced persistent threat (APT) organizations have begun using AI-generated phishing scripts to evade detection by traditional security tools.<\/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-5a7ee9d elementor-widget elementor-widget-heading\" data-id=\"5a7ee9d\" 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\">3. Model Inversion Attacks (MIAs)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e1db057 elementor-widget elementor-widget-text-editor\" data-id=\"e1db057\" 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 data-start=\"719\" data-end=\"733\">In a model inversion attack, an attacker can access an AI model to infer or recover the model's training data. This can lead to the disclosure of sensitive (or even anonymized) data, which, once in the hands of cybercriminals, could allow them to gain access to proprietary algorithms or users' personal information. For example, Securiti researchers have demonstrated that in the absence of security, an attacker can extract private information through a generative AI model.<\/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-61ee226 elementor-widget elementor-widget-heading\" data-id=\"61ee226\" 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\">4. Deepfake and Fraud<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ca0c34 elementor-widget elementor-widget-text-editor\" data-id=\"1ca0c34\" 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<h6 data-start=\"825\" data-end=\"875\">Deepfake (Deepfake) technology is increasing in accuracy and is being used for identity impersonation, disinformation dissemination, and social engineering attacks.<\/h6>\n<ul>\n<li data-start=\"879\" data-end=\"919\"><strong data-start=\"879\" data-end=\"890\">AI Voice Cloning<\/strong>It allows a hacker to imitate the voice of a company executive or a well-known person to commit fraud.<\/li>\n<li data-start=\"922\" data-end=\"953\"><strong data-start=\"922\" data-end=\"930\">Fake Videos<\/strong>May be used for false news, fraudulent advertising or political manipulation.<\/li>\n<\/ul>\n<p data-start=\"955\" data-end=\"1028\">According to a study by PricewaterhouseCoopers (PwC), by 2026, deep counterfeiting technologies could cause up to <strong data-start=\"996\" data-end=\"1007\">US$250 million<\/strong>The main source of losses is fraud and misinformation.<\/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-8773291 elementor-widget elementor-widget-heading\" data-id=\"8773291\" 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\">5. Prejudice and Ethical Issues<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9d1e2ac elementor-widget elementor-widget-text-editor\" data-id=\"9d1e2ac\" 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<h6 data-start=\"1047\" data-end=\"1126\">Generative AI relies on pre-existing data for training and therefore may entrench social bias. If there is discriminatory content in the training data, the results generated by the model may be unfair or discriminatory, thus affecting the fairness of decision-making.<\/h6>\n<ul>\n<li data-start=\"1130\" data-end=\"1162\">At the corporate level, this bias can lead to brand risk, lawsuits and compliance issues.<\/li>\n<li data-start=\"1165\" data-end=\"1215\">In regulated industries such as recruitment, finance and healthcare, unfair decisions generated by AI can be a violation of the law, exposing companies to legal and ethical liabilities.<\/li>\n<\/ul>\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-66e64c7 elementor-widget elementor-widget-heading\" data-id=\"66e64c7\" 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\">III. How to Reduce the Security Risks of Generative AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6b802c elementor-widget elementor-widget-text-editor\" data-id=\"b6b802c\" 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 data-start=\"75\" data-end=\"141\">In the face of current and future AI security challenges, businesses and organizations must adopt a comprehensive security strategy to address the risks that generative AI can bring. Here are some key mitigating measures:<\/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-4b0c812 elementor-widget elementor-widget-heading\" data-id=\"4b0c812\" 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\">1. Data Privacy Protection and Differential Privacy<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-005806d elementor-widget elementor-widget-text-editor\" data-id=\"005806d\" 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 data-start=\"186\" data-end=\"267\">Data cleansing is one of the best ways to minimize the risk of data leakage from AI training. Organizations should clean their data sets to remove all identifiable personal information before using the data to prevent AI models from inadvertently revealing sensitive data. In addition, data protection can be further enhanced by Differential Privacy, which ensures that models do not expose a single user's data when generating content. Companies such as Google and Apple have already adopted Differential Privacy to protect user information in their large-scale AI models.<\/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-f280bf3 elementor-widget elementor-widget-heading\" data-id=\"f280bf3\" 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\">2. AI Audit and Continuous Monitoring<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fcd6e88 elementor-widget elementor-widget-text-editor\" data-id=\"fcd6e88\" 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<h6 data-start=\"410\" data-end=\"504\">Regularly auditing AI models and continuously monitoring their output can help identify potential attacks or security risks. For example, AI may generate biased content or inadvertently leak sensitive information, and organizations need to establish an AI monitoring system to ensure that AI technology is used appropriately.<\/h6>\n<ul>\n<li data-start=\"508\" data-end=\"570\">Third-party AI audits, such as the external assessment proposed by PwC, can help organizations comply with privacy regulations and security requirements and ensure fairness and transparency of AI systems.<\/li>\n<li data-start=\"573\" data-end=\"610\">AI monitoring systems can detect abnormal behavior in real time and prevent AI from generating misleading or harmful content.<\/li>\n<\/ul>\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-56c2983 elementor-widget elementor-widget-heading\" data-id=\"56c2983\" 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\">3. encryption and access control<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-112a59d elementor-widget elementor-widget-text-editor\" data-id=\"112a59d\" 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 data-start=\"629\" data-end=\"691\">It is important to limit access to AI models. Enterprises can adopt role-based access control (RBAC) to ensure that only authorized users can use the AI system. In addition, the output data and training data generated by AI should be encrypted during transmission to prevent data theft or tampering during transmission.<\/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-65af835 elementor-widget elementor-widget-heading\" data-id=\"65af835\" 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\">4. Introducing the Human-in-the-Loop (HIL) mechanism<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9753d8 elementor-widget elementor-widget-text-editor\" data-id=\"b9753d8\" 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<h6 data-start=\"783\" data-end=\"826\">Adding human review to the critical aspects of AI-generated content can effectively minimize the production of biased, inappropriate, or malicious content.<\/h6>\n<ul>\n<li data-start=\"830\" data-end=\"891\">With Human-in-the-Loop, organizations can ensure that AI-generated content is ethical and avoid the spread of misinformation.<\/li>\n<li data-start=\"894\" data-end=\"934\">A manual review mechanism can also enhance the credibility of the AI system and reduce the potential risks associated with AI automation.<\/li>\n<\/ul>\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-81810c5 elementor-widget elementor-widget-heading\" data-id=\"81810c5\" 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\">Using Lepide to Secure Generative AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ac55cd elementor-widget elementor-widget-text-editor\" data-id=\"9ac55cd\" 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 data-start=\"83\" data-end=\"214\">In the face of security challenges posed by generative AI.<strong data-start=\"100\" data-end=\"117\">Lepide Data Security Platform<\/strong>Lepide provides a comprehensive and proactive solution to effectively mitigate the risks associated with Lepide's ability to monitor data interactions, user privileges and access activities in real-time, helping organizations detect and respond to suspicious behavior in a timely manner before a security threat occurs, and preventing security incidents from escalating into serious data breaches.<\/p><p data-start=\"216\" data-end=\"325\">One of Lepide's core strengths is its ability to prevent unauthorized access and minimize the risk of unauthorized access. <strong data-start=\"252\" data-end=\"263\">AI Driven Environment<\/strong>The risk of data leakage in the With detailed audit logs, organizations can track all changes to sensitive data, ensuring visibility and control over AI-related data usage.<\/p><p data-start=\"327\" data-end=\"456\">In addition to security monitoring, Lepide has also developed<strong data-start=\"343\" data-end=\"352\">Compliance Management<\/strong>It plays a key role in automating compliance reports and providing customized security alerts. It automates the generation of compliance reports and provides customized security alerts to help organizations comply with <strong data-start=\"392\" data-end=\"411\">GDPR, CCPA, HIPAA<\/strong> Stringent data privacy regulations, such as those in place, reduce the legal and economic risks associated with non-compliance and ensure that sensitive data is always strictly protected.<\/p><p data-start=\"458\" data-end=\"561\">In addition, Lepide uses <strong data-start=\"471\" data-end=\"487\">AI-Driven Anomaly Detection Technology<\/strong>The company is able to recognize and respond to unusual data access patterns. This proactive defense strategy helps detect internal threats, AI abuse, or potential cyberattacks in a timely manner, ensuring that organizations can take action before a security incident occurs.<\/p><p data-start=\"563\" data-end=\"639\">Through Integration <strong data-start=\"568\" data-end=\"595\">Automated Risk Assessment, Sophisticated Access Control and Advanced Threat Intelligence<\/strong>Lepide enables organizations to adopt generative AI technologies with confidence while ensuring data security and compliance.<\/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-8f01d93 elementor-widget elementor-widget-image\" data-id=\"8f01d93\" 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=\"552\" height=\"380\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/08\/image.jpeg\" class=\"attachment-large size-large wp-image-27513\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/08\/image.jpeg 552w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/08\/image-300x207.jpeg 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/08\/image-18x12.jpeg 18w\" sizes=\"(max-width: 552px) 100vw, 552px\" \/>\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-e5e5b96 elementor-widget elementor-widget-text-editor\" data-id=\"e5e5b96\" 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<h5 data-start=\"52\" data-end=\"59\"><span style=\"color: #000080;\">Conclusion<\/span><\/h5><p data-start=\"61\" data-end=\"184\">Generative AI is reshaping the future of technology, but the security risks it poses cannot be ignored. From data breaches to AI-generated malware, the threats are real and constantly evolving. The solution, however, is not to avoid AI, but rather to protect against it through <strong data-start=\"149\" data-end=\"163\">Encryption, Surveillance and Ethical Governance<\/strong> We will take proactive measures to ensure the safe use of AI.<\/p><p data-start=\"186\" data-end=\"286\">By combining strong security practices with human oversight, organizations can unlock the full potential of generative AI while maintaining security. The key is in the <strong data-start=\"238\" data-end=\"247\">Innovation and Responsibility<\/strong> We've found a balance between this and the need to ensure that AI always adheres to security and ethical standards while driving technological advances.<\/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-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\/hk\/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\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-9049411 e-flex e-con-boxed e-con e-parent\" data-id=\"9049411\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\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-34591 post type-post status-publish format-standard has-post-thumbnail hentry category-18 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-automation-vs-process-automation-hongke\/\" 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 Case<\/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-automation-vs-process-automation-hongke\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\tHongke Solutions] Decision Automation vs Process Automation: Breaking the Bottleneck of B2B Digital Transformation\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Just because a process is fast doesn't mean a decision is fast! HongKe explains how to systematize \"decision logic\" through the Decisions platform. From discount authorization to risk management, decision automation can dramatically improve consistency and compliance, helping Hong Kong and Southeast Asian companies achieve high-quality growth. Learn more about our automation upgrades today!<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/decisions-automation-vs-process-automation-hongke\/\" aria-label=\"Read more about Decision Automation vs Process Automation: Breaking the Bottleneck of B2B Digital Transformation\" 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\tMay 8, 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-34584 post type-post status-publish format-standard has-post-thumbnail hentry category-1 tag-vuzix tag-42\" 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\/hongke-ar-power-industry-solution-award-2025\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"1080\" height=\"810\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640.webp\" class=\"attachment-full size-full wp-image-34585\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640.webp 1080w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-300x225.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-1024x768.webp 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-768x576.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-16x12.webp 16w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-600x450.webp 600w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/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\/hongke-ar-power-industry-solution-award-2025\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\tHONGKE News] HONGKE AR Power Solution Won the Most Valuable Solution of the Year Award of Automation 2025 China\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Hongke's AR power industry solution was honored as the \"2025 China Automation Annual Most Valuable Solution\". The solution integrates AR glasses, ARSOP and AI recognition, effectively improves the efficiency of power operation and maintenance, realizes 80% return on investment (ROI), and helps enterprises in digital transformation.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/hongke-ar-power-industry-solution-award-2025\/\" aria-label=\"Read more about Hongke News] Hongke AR Power Solution Wins 2025 China Automation Annual Most Valuable Solution Award\" 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\tMay 5, 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-34573 post type-post status-publish format-standard has-post-thumbnail hentry category-18 tag-gnss tag-67\" 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-low-code\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1435\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/output.lin-4.jpg\" class=\"attachment-full size-full wp-image-34575\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/output.lin-4.jpg 2560w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/output.lin-4-300x168.jpg 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/output.lin-4-1024x574.jpg 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/output.lin-4-768x431.jpg 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/output.lin-4-1536x861.jpg 1536w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/output.lin-4-2048x1148.jpg 2048w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/output.lin-4-18x10.jpg 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/output.lin-4-600x336.jpg 600w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Case<\/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-low-code\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\tHongke Solutions] Process \u2260 Decision: The Most Often Ignored Technical Divide in Enterprise Digital Transformation Architecture\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Process management is the foundation of enterprise digital transformation, but the technical positioning of process systems determines that they are incapable of undertaking complex decision-making functions. Embedding decision logic into processes not only leads to system bloat and maintenance difficulties, but also limits the extensibility of an enterprise's digital architecture.Decisions provides a practical solution to decouple processes and decisions through a standardized technical architecture, flexible rules management capabilities and seamless integration, helping enterprises create a simple, efficient and scalable digital architecture.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/decisions-low-code\/\" aria-label=\"Read more about Process \u2260 Decision: The Most Often Ignored Technology Divide in the Enterprise Digital Transformation Framework\" 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\tApril 30, 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=\"31\" data-next-page=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/27509\/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\/27509\/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\/27509\/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\/27509\/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\/27509\/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>Generative AI is changing the technology landscape, bringing innovation and security risks such as data leakage, malicious code, deep forgery and bias. This article explores the key threats of generative AI and describes how Lepide's data security platform helps organizations mitigate risks through real-time monitoring, compliance management, and AI-driven anomaly detection to safeguard data security and compliance.<\/p>","protected":false},"author":1,"featured_media":27513,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","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":[18],"tags":[51,36],"class_list":["post-27509","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-18","tag-lepide","tag-36"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/27509","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=27509"}],"version-history":[{"count":8,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/27509\/revisions"}],"predecessor-version":[{"id":27534,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/27509\/revisions\/27534"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/media\/27513"}],"wp:attachment":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/media?parent=27509"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/categories?post=27509"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/tags?post=27509"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}