{"id":93,"date":"2026-10-29T06:56:46","date_gmt":"2026-10-29T06:56:46","guid":{"rendered":"https:\/\/bugskan.com\/?p=93"},"modified":"2026-10-29T06:56:46","modified_gmt":"2026-10-29T06:56:46","slug":"llm-security-starts-with-the-data-and-tools-a-model-can-reach","status":"publish","type":"post","link":"https:\/\/bugskan.com\/index.php\/2026\/10\/29\/llm-security-starts-with-the-data-and-tools-a-model-can-reach\/","title":{"rendered":"LLM security starts with the data and tools a model can reach"},"content":{"rendered":"<p>Palo Alto Networks\u2019 LLM security primer describes risks around model inputs, sensitive information and generated outputs. It is general guidance, rather than a disclosure of a specific product vulnerability or customer breach.<\/p>\n<p>For a practical review, map what an application can read, where it can send information, and which actions its tools can perform. A model\u2019s ability to generate an instruction should not grant permission to execute it.<\/p>\n<p>Treat retrieved documents and web content as untrusted input. Apply access controls outside the model, validate outputs before using them in other systems, and test the application as a complete workflow.<\/p>\n<p><a href=\"https:\/\/paloaltonetworks.com\/cyberpedia\/what-is-llm-security\">Read the original source<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A vendor primer offers a useful starting point for reviewing prompt injection, information exposure and unsafe model outputs.<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"bugskan_incident_id":"inc_6942fbee05f439","bugskan_event_type":"research","bugskan_response":"unknown","bugskan_technical_severity":"","bugskan_technical_severity_source":"","bugskan_evidence_quality":"medium","bugskan_affected_scope":"General LLM application security guidance.","bugskan_recommended_next_step":"Inventory data access, outbound destinations and tool permissions before deployment.","bugskan_who_should_check":"","bugskan_material_updated_at":"","bugskan_reviewer_name":"","bugskan_reviewed_at":"","bugskan_legacy_state":"mapped","bugskan_featured":false,"bugskan_sample":false,"footnotes":""},"categories":[1],"tags":[],"bugskan_format":[3],"bugskan_technology":[],"class_list":["post-93","post","type-post","status-publish","format-standard","hentry","category-uncategorized","bugskan_format-research-explained"],"_links":{"self":[{"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/posts\/93","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/comments?post=93"}],"version-history":[{"count":1,"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/posts\/93\/revisions"}],"predecessor-version":[{"id":325,"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/posts\/93\/revisions\/325"}],"wp:attachment":[{"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/media?parent=93"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/categories?post=93"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/tags?post=93"},{"taxonomy":"bugskan_format","embeddable":true,"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/bugskan_format?post=93"},{"taxonomy":"bugskan_technology","embeddable":true,"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/bugskan_technology?post=93"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}