{"id":354,"date":"2025-09-07T13:41:53","date_gmt":"2025-09-07T13:41:53","guid":{"rendered":"https:\/\/devsecopsschool.com\/blog\/?p=354"},"modified":"2025-09-07T13:41:54","modified_gmt":"2025-09-07T13:41:54","slug":"denial-of-wallet-attack-complete-guide","status":"publish","type":"post","link":"http:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/","title":{"rendered":"Denial of Wallet Attack \u2013 Complete Guide"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"699\" src=\"https:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image-1024x699.png\" alt=\"\" class=\"wp-image-355\" srcset=\"http:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image-1024x699.png 1024w, http:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image-300x205.png 300w, http:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image-768x525.png 768w, http:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image-1536x1049.png 1536w, http:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image.png 1546w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udd12 Denial of Wallet Attack \u2013 Complete Guide<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">1. <strong>Definition<\/strong><\/h2>\n\n\n\n<p>A <strong>Denial of Wallet (DoW) attack<\/strong> is a type of <strong>cloud-specific denial-of-service (DoS)<\/strong> attack where the attacker doesn\u2019t just try to exhaust system resources, but instead <strong>forces the victim to consume paid cloud resources<\/strong>, inflating costs until the service becomes financially unsustainable.<\/p>\n\n\n\n<p>Unlike traditional DoS\/DDoS attacks that target availability, DoW attacks exploit the <strong>\u201cpay-per-use\u201d billing model<\/strong> of cloud services.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">2. <strong>How it Works<\/strong><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Target<\/strong>: A cloud-hosted application or API that scales automatically (serverless, containers, PaaS).<\/li>\n\n\n\n<li><strong>Exploit<\/strong>: Attacker repeatedly sends valid requests, often small or cheap individually.<\/li>\n\n\n\n<li><strong>Consequence<\/strong>: The cloud provider auto-scales resources to serve them, <strong>racking up costs<\/strong> for the victim.<\/li>\n\n\n\n<li><strong>Outcome<\/strong>: Even if the system doesn\u2019t crash, the <strong>bill skyrockets<\/strong>, causing economic denial of service.<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"631\" src=\"https:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image-1-1024x631.png\" alt=\"\" class=\"wp-image-356\" srcset=\"http:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image-1-1024x631.png 1024w, http:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image-1-300x185.png 300w, http:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image-1-768x474.png 768w, http:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image-1.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3. <strong>Key Characteristics<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Focuses on <strong>cost escalation<\/strong>, not just downtime.<\/li>\n\n\n\n<li>Exploits <strong>auto-scaling<\/strong> and <strong>pay-as-you-go<\/strong> pricing models.<\/li>\n\n\n\n<li>Can be <strong>harder to detect<\/strong> since requests may look \u201clegitimate.\u201d<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">4. <strong>Use Cases (Attacker\u2019s Perspective)<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Targeting startups<\/strong>: Force small companies to abandon services by inflating cloud costs.<\/li>\n\n\n\n<li><strong>API abuse<\/strong>: Mass requests to public APIs that charge per request.<\/li>\n\n\n\n<li><strong>Serverless exploitation<\/strong>: Triggering excessive AWS Lambda \/ Google Cloud Functions executions.<\/li>\n\n\n\n<li><strong>Data egress abuse<\/strong>: Downloading\/forcing large amounts of outbound bandwidth (expensive in cloud).<\/li>\n\n\n\n<li><strong>AI\/ML inference APIs<\/strong>: Triggering repeated, costly inference runs.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">5. <strong>Real-World Example<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>An attacker floods an <strong>image recognition API<\/strong> hosted on AWS Lambda.<\/li>\n\n\n\n<li>The API auto-scales to handle the load.<\/li>\n\n\n\n<li>Each request costs $0.0001, but millions of requests = <strong>thousands of dollars in minutes<\/strong>.<\/li>\n\n\n\n<li>The system works perfectly (no downtime) \u2192 but the bill destroys the victim\u2019s wallet.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">6. <strong>Defense &amp; Mitigation Strategies<\/strong><\/h2>\n\n\n\n<p>\u2705 <strong>Rate Limiting &amp; Throttling<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Limit requests per user\/IP\/token.<\/li>\n\n\n\n<li>Protect APIs using WAF (Web Application Firewall).<\/li>\n<\/ul>\n\n\n\n<p>\u2705 <strong>Budgets &amp; Alerts<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Set <strong>billing alarms<\/strong> in AWS, GCP, Azure.<\/li>\n\n\n\n<li>Automatically shut down services after exceeding thresholds.<\/li>\n<\/ul>\n\n\n\n<p>\u2705 <strong>Usage Quotas<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Implement quotas at the app-level (e.g., \u201c1000 requests\/day per user\u201d).<\/li>\n<\/ul>\n\n\n\n<p>\u2705 <strong>CAPTCHA &amp; AuthN<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Protect free\/public endpoints with authentication or CAPTCHA challenges.<\/li>\n<\/ul>\n\n\n\n<p>\u2705 <strong>Egress Controls<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Limit data transfer (since outbound bandwidth is expensive).<\/li>\n<\/ul>\n\n\n\n<p>\u2705 <strong>Anomaly Detection<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Monitor for <strong>sudden spikes<\/strong> in usage that don\u2019t match business activity.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">7. <strong>Tools &amp; Frameworks<\/strong><\/h2>\n\n\n\n<p>Here are some tools and cloud-native features to defend against Denial of Wallet attacks:<\/p>\n\n\n\n<p>\ud83d\udd39 <strong>Cloud Provider Features<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AWS<\/strong>:\n<ul class=\"wp-block-list\">\n<li>AWS WAF<\/li>\n\n\n\n<li>AWS Budgets &amp; Billing Alarms<\/li>\n\n\n\n<li>API Gateway throttling<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Azure<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Azure Monitor &amp; Cost Alerts<\/li>\n\n\n\n<li>API Management quotas<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>GCP<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Google Cloud Armor<\/li>\n\n\n\n<li>Quota limits &amp; budget notifications<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udd39 <strong>Open Source &amp; Security Tools<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>OWASP Defenders<\/strong>: API Security project guidelines.<\/li>\n\n\n\n<li><strong>Kong \/ NGINX API Gateway<\/strong>: Rate limiting plugins.<\/li>\n\n\n\n<li><strong>Istio \/ Envoy<\/strong>: Service mesh with quotas &amp; rate limits.<\/li>\n\n\n\n<li><strong>Fail2Ban<\/strong>: Blocks abusive IPs at the network level.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">8. <strong>Tutorial \u2013 Protecting Against DoW (Example with AWS API Gateway)<\/strong><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Create an API<\/strong> in <strong>AWS API Gateway<\/strong>.<\/li>\n\n\n\n<li>Go to <strong>Method Request<\/strong> \u2192 Enable <strong>API Keys Required<\/strong>.<\/li>\n\n\n\n<li>Under <strong>Usage Plans<\/strong> \u2192 Define <strong>Rate (requests\/second)<\/strong> and <strong>Quota (total requests\/day)<\/strong>.<\/li>\n\n\n\n<li>Attach <strong>WAF rules<\/strong> to block common attack patterns.<\/li>\n\n\n\n<li>In <strong>AWS Budgets<\/strong>, create a budget alert for unexpected billing spikes.<\/li>\n\n\n\n<li>Monitor in <strong>CloudWatch<\/strong> for anomalies.<\/li>\n<\/ol>\n\n\n\n<p>Now your API won\u2019t scale infinitely and charge you a fortune.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">9. <strong>Summary<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Denial of Wallet<\/strong> = <strong>Cloud-specific attack<\/strong> that targets your wallet instead of your servers.<\/li>\n\n\n\n<li>Exploits <strong>auto-scaling<\/strong> &amp; <strong>pay-per-use<\/strong> pricing models.<\/li>\n\n\n\n<li>Defenses involve <strong>rate limiting, quotas, billing alarms, and anomaly detection<\/strong>.<\/li>\n\n\n\n<li>Must be part of <strong>cloud security posture<\/strong> for startups and enterprises alike.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udd12 Denial of Wallet Attack \u2013 Complete Guide 1. Definition A Denial of Wallet (DoW) attack is a type of cloud-specific denial-of-service (DoS) attack where the attacker doesn\u2019t just try to exhaust system resources, but instead forces the victim to consume paid cloud resources, inflating costs until the service becomes financially unsustainable. Unlike traditional DoS\/DDoS &#8230; <a title=\"Denial of Wallet Attack \u2013 Complete Guide\" class=\"read-more\" href=\"http:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/\" aria-label=\"Read more about Denial of Wallet Attack \u2013 Complete Guide\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-354","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Denial of Wallet Attack \u2013 Complete Guide - DevSecOps School<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Denial of Wallet Attack \u2013 Complete Guide - DevSecOps School\" \/>\n<meta property=\"og:description\" content=\"\ud83d\udd12 Denial of Wallet Attack \u2013 Complete Guide 1. Definition A Denial of Wallet (DoW) attack is a type of cloud-specific denial-of-service (DoS) attack where the attacker doesn\u2019t just try to exhaust system resources, but instead forces the victim to consume paid cloud resources, inflating costs until the service becomes financially unsustainable. Unlike traditional DoS\/DDoS ... Read more\" \/>\n<meta property=\"og:url\" content=\"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/\" \/>\n<meta property=\"og:site_name\" content=\"DevSecOps School\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-07T13:41:53+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-07T13:41:54+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image-1024x699.png\" \/>\n<meta name=\"author\" content=\"Rajesh Kumar\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Rajesh Kumar\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/\"},\"author\":{\"name\":\"Rajesh Kumar\",\"@id\":\"http:\/\/devsecopsschool.com\/blog\/#\/schema\/person\/e414b640530af05905c2162ba4259f6c\"},\"headline\":\"Denial of Wallet Attack \u2013 Complete Guide\",\"datePublished\":\"2025-09-07T13:41:53+00:00\",\"dateModified\":\"2025-09-07T13:41:54+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/\"},\"wordCount\":548,\"commentCount\":0,\"image\":{\"@id\":\"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image-1024x699.png\",\"inLanguage\":\"en\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/\",\"url\":\"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/\",\"name\":\"Denial of Wallet Attack \u2013 Complete Guide - DevSecOps School\",\"isPartOf\":{\"@id\":\"http:\/\/devsecopsschool.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image-1024x699.png\",\"datePublished\":\"2025-09-07T13:41:53+00:00\",\"dateModified\":\"2025-09-07T13:41:54+00:00\",\"author\":{\"@id\":\"http:\/\/devsecopsschool.com\/blog\/#\/schema\/person\/e414b640530af05905c2162ba4259f6c\"},\"breadcrumb\":{\"@id\":\"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/#breadcrumb\"},\"inLanguage\":\"en\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en\",\"@id\":\"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/#primaryimage\",\"url\":\"http:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image.png\",\"contentUrl\":\"http:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image.png\",\"width\":1546,\"height\":1056},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"http:\/\/devsecopsschool.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Denial of Wallet Attack \u2013 Complete Guide\"}]},{\"@type\":\"WebSite\",\"@id\":\"http:\/\/devsecopsschool.com\/blog\/#website\",\"url\":\"http:\/\/devsecopsschool.com\/blog\/\",\"name\":\"DevSecOps School\",\"description\":\"DevSecOps Redefined\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"http:\/\/devsecopsschool.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en\"},{\"@type\":\"Person\",\"@id\":\"http:\/\/devsecopsschool.com\/blog\/#\/schema\/person\/e414b640530af05905c2162ba4259f6c\",\"name\":\"Rajesh Kumar\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en\",\"@id\":\"http:\/\/devsecopsschool.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/b02d9501846e698677d30ae5e3d8648980cdd60ebaab000d5001f4612c9f0ff7?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/b02d9501846e698677d30ae5e3d8648980cdd60ebaab000d5001f4612c9f0ff7?s=96&d=mm&r=g\",\"caption\":\"Rajesh Kumar\"},\"sameAs\":[\"http:\/\/devsecopsschool.com\/blog\"],\"url\":\"http:\/\/devsecopsschool.com\/blog\/author\/admin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Denial of Wallet Attack \u2013 Complete Guide - DevSecOps School","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/","og_locale":"en_US","og_type":"article","og_title":"Denial of Wallet Attack \u2013 Complete Guide - DevSecOps School","og_description":"\ud83d\udd12 Denial of Wallet Attack \u2013 Complete Guide 1. Definition A Denial of Wallet (DoW) attack is a type of cloud-specific denial-of-service (DoS) attack where the attacker doesn\u2019t just try to exhaust system resources, but instead forces the victim to consume paid cloud resources, inflating costs until the service becomes financially unsustainable. Unlike traditional DoS\/DDoS ... Read more","og_url":"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/","og_site_name":"DevSecOps School","article_published_time":"2025-09-07T13:41:53+00:00","article_modified_time":"2025-09-07T13:41:54+00:00","og_image":[{"url":"https:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image-1024x699.png","type":"","width":"","height":""}],"author":"Rajesh Kumar","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Rajesh Kumar","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/#article","isPartOf":{"@id":"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/"},"author":{"name":"Rajesh Kumar","@id":"http:\/\/devsecopsschool.com\/blog\/#\/schema\/person\/e414b640530af05905c2162ba4259f6c"},"headline":"Denial of Wallet Attack \u2013 Complete Guide","datePublished":"2025-09-07T13:41:53+00:00","dateModified":"2025-09-07T13:41:54+00:00","mainEntityOfPage":{"@id":"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/"},"wordCount":548,"commentCount":0,"image":{"@id":"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/#primaryimage"},"thumbnailUrl":"https:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image-1024x699.png","inLanguage":"en","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/","url":"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/","name":"Denial of Wallet Attack \u2013 Complete Guide - DevSecOps School","isPartOf":{"@id":"http:\/\/devsecopsschool.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/#primaryimage"},"image":{"@id":"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/#primaryimage"},"thumbnailUrl":"https:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image-1024x699.png","datePublished":"2025-09-07T13:41:53+00:00","dateModified":"2025-09-07T13:41:54+00:00","author":{"@id":"http:\/\/devsecopsschool.com\/blog\/#\/schema\/person\/e414b640530af05905c2162ba4259f6c"},"breadcrumb":{"@id":"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/#breadcrumb"},"inLanguage":"en","potentialAction":[{"@type":"ReadAction","target":["https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/"]}]},{"@type":"ImageObject","inLanguage":"en","@id":"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/#primaryimage","url":"http:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image.png","contentUrl":"http:\/\/devsecopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/image.png","width":1546,"height":1056},{"@type":"BreadcrumbList","@id":"https:\/\/devsecopsschool.com\/blog\/denial-of-wallet-attack-complete-guide\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"http:\/\/devsecopsschool.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Denial of Wallet Attack \u2013 Complete Guide"}]},{"@type":"WebSite","@id":"http:\/\/devsecopsschool.com\/blog\/#website","url":"http:\/\/devsecopsschool.com\/blog\/","name":"DevSecOps School","description":"DevSecOps Redefined","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"http:\/\/devsecopsschool.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en"},{"@type":"Person","@id":"http:\/\/devsecopsschool.com\/blog\/#\/schema\/person\/e414b640530af05905c2162ba4259f6c","name":"Rajesh Kumar","image":{"@type":"ImageObject","inLanguage":"en","@id":"http:\/\/devsecopsschool.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/b02d9501846e698677d30ae5e3d8648980cdd60ebaab000d5001f4612c9f0ff7?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b02d9501846e698677d30ae5e3d8648980cdd60ebaab000d5001f4612c9f0ff7?s=96&d=mm&r=g","caption":"Rajesh Kumar"},"sameAs":["http:\/\/devsecopsschool.com\/blog"],"url":"http:\/\/devsecopsschool.com\/blog\/author\/admin\/"}]}},"_links":{"self":[{"href":"http:\/\/devsecopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/354","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/devsecopsschool.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/devsecopsschool.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/devsecopsschool.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/devsecopsschool.com\/blog\/wp-json\/wp\/v2\/comments?post=354"}],"version-history":[{"count":1,"href":"http:\/\/devsecopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/354\/revisions"}],"predecessor-version":[{"id":357,"href":"http:\/\/devsecopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/354\/revisions\/357"}],"wp:attachment":[{"href":"http:\/\/devsecopsschool.com\/blog\/wp-json\/wp\/v2\/media?parent=354"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/devsecopsschool.com\/blog\/wp-json\/wp\/v2\/categories?post=354"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/devsecopsschool.com\/blog\/wp-json\/wp\/v2\/tags?post=354"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}