{"id":6728,"date":"2026-09-14T09:47:48","date_gmt":"2026-09-14T07:47:48","guid":{"rendered":"https:\/\/computershop.eu\/blog\/?p=6711"},"modified":"2026-09-14T10:01:47","modified_gmt":"2026-09-14T08:01:47","slug":"why-ai-agents-cannot-yet-secure-other-ai-agents","status":"publish","type":"post","link":"https:\/\/computershop.eu\/blog\/why-ai-agents-cannot-yet-secure-other-ai-agents","title":{"rendered":"Why AI agents cannot yet secure other AI agents"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\"> 4<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span>\n<p class=\"wp-block-paragraph\">Artificial intelligence is rapidly transitioning from the stage where it generated texts, images, or answers to questions to AI agents capable of <strong>acting autonomously in the digital environments of an organization<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI agents can use software tools, call APIs, access internal information, and, in certain configurations, modify data or execute actions in business systems. This evolution radically transforms how companies must approach cybersecurity.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In this context, an apparently logical idea arises: if the number of AI agents is increasing, why not use other AI agents to monitor and secure them?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The problem is that this strategy can introduce a new level of complexity and may even <strong>expand the attack surface<\/strong>, rather than reduce it.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why using AI agents for security is problematic<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">One of the main issues is the probabilistic nature of large language models (LLMs).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">An AI system generates results based on learned probabilities and patterns. In contrast, critical security controls must, in many situations, provide predictable and repeatable outcomes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>The difference is essential.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">An AI agent may misinterpret a situation and consider an action safe that should not be permitted. Conversely, it may block a legitimate and important operation for the company.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In a high-risk scenario, a wrong decision can mean deleting data, modifying digital resources, accessing confidential information, or interrupting an operational process.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That is why <strong>a probabilistic model should not be the only mechanism defining a deterministic security boundary<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This does not mean that artificial intelligence does not have an important role in cybersecurity. On the contrary. AI can be extremely useful for identifying unusual behaviors, investigating alerts, and analyzing complex situations that static rules may miss.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The difference lies in the role assigned to AI.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI agents securing AI agents<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Another issue is the proliferation of AI agents. As organizations implement more and more agents, the natural temptation is to add other AI systems for monitoring, verification, and remediation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This model can generate an uncontrollable proliferation of agents, permissions, integrations, and monitoring mechanisms.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Each additional AI agent may have:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>its own permissions;<\/li>\n\n\n\n<li>its own API connections;<\/li>\n\n\n\n<li>access to certain data;<\/li>\n\n\n\n<li>its own context;<\/li>\n\n\n\n<li>processing costs;<\/li>\n\n\n\n<li>additional latency;<\/li>\n\n\n\n<li>new points that need to be monitored and secured.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Instead of simplifying the security architecture, a network of agents monitoring other agents can make the system harder to understand.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Moreover, when a defensive agent interprets the actions of another agent, the security team must be able to determine <strong>why each decision was made and which control allowed or blocked the action<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This traceability is essential for audit, incident response, and compliance.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How can AI agents be secured?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Before a company can control AI agents, it must know where they are and what they are doing. Inventorying authorized agents is a starting point, but it is not enough.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Agents adopted by employees or departments may appear in organizations without direct involvement from the central IT team. There may also be AI functions integrated into SaaS applications and other services that are not immediately perceived as &#8220;AI agents&#8221;.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This phenomenon is often associated with the term <strong>shadow AI<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A total ban on these tools is not necessarily an effective solution. In some cases, users may continue to use them outside of official governance processes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A more robust strategy involves identifying and classifying agents based on risk.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>For example, priority should be given to AI agents that:<\/strong><\/p>\n\n\n\n<ul start=\"1\" class=\"wp-block-list\">\n<li>process sensitive information;<\/li>\n\n\n\n<li>have access to internal systems;<\/li>\n\n\n\n<li>can modify or delete data;<\/li>\n\n\n\n<li>can communicate externally;<\/li>\n\n\n\n<li>can initiate financial transactions;<\/li>\n\n\n\n<li>can modify critical systems.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Identity and the principle of &#8220;least privilege&#8221; become essential<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Each AI agent should have a <strong>verifiable identity<\/strong>, a clear owner, and a strictly defined set of permissions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The principle of \u201cleast privilege,\u201d granting the minimum level of access necessary to perform a task, becomes even more important in an ecosystem with autonomous agents.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">An agent that only needs to consult a customer profile should not be able to modify that profile.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Similarly, an agent that needs access to a specific account or set of data should not automatically receive access to the entire database.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This separation can limit the impact of an error, misconfiguration, or an attempt to manipulate the agent.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">APIs and MCP must be controlled at execution level<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">As AI agents interact with tools, APIs, and standards such as <strong>Model Context Protocol (MCP)<\/strong>, security can no longer focus exclusively on prompts.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Filtering prompts can identify certain suspicious instructions, but it cannot answer the fundamental question on its own:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Do AI agents have the right to perform this action?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The answer must be supported by runtime controls. Organizations can use permission lists, parameter restrictions, identity-based authorization, and policy checks before an agent can call a tool.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For example, an agent may have permission to read a customer&#8217;s data, but not to modify it. Or it may only be able to consult data associated with a specific identifier, not the entire database.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These mechanisms reduce the possibility that a malicious instruction or unexpected interaction will cause the agent&#8217;s privileges to expand.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Not all actions of AI agents should be treated with the same level of risk<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A common mistake in AI security design is attempting to protect all interactions in the same way. A risk-based approach is more effective.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Organizations should start with flows that can produce the most significant consequences for the business: sensitive data, external communications, financial transactions, and modifications to critical systems.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>For these areas, additional controls can be implemented, including:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>deterministic rules;<\/li>\n\n\n\n<li>parameter validation;<\/li>\n\n\n\n<li>permission lists;<\/li>\n\n\n\n<li>authorization policies;<\/li>\n\n\n\n<li>controls against prompt injection;<\/li>\n\n\n\n<li>data loss prevention (DLP) mechanisms;<\/li>\n\n\n\n<li>complete auditing of actions;<\/li>\n\n\n\n<li>backups for systems accessible to agents;<\/li>\n\n\n\n<li>human approval processes for critical operations.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">What does this mean for companies?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The important message for organizations is not that AI cannot be used for security. On the contrary, <strong>AI can become a valuable tool for cybersecurity teams<\/strong>, but it should not be confused with a universal replacement for deterministic controls.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">An AI model can help prioritize alerts, correlate events, and investigate complex behaviors. But major impact decisions must be framed by verifiable policies and technical mechanisms.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In other words, the security architecture should start from the question:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u201cWhat is the agent allowed to do?\u201d<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">and not just from:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u201cHow can we use AI to monitor the agent?\u201d<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This shift in perspective is essential for developing a reliable AI security strategy.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The future of cybersecurity based on AI agents<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/computershop.eu\/blog\/ai-terms-you-need-to-know\" target=\"_blank\" rel=\"noreferrer noopener\">AI agentic<\/a> can bring significant benefits for automating enterprise processes, but additional autonomy comes with additional security responsibilities.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Using one AI agent to secure another agent may seem like an elegant solution, but it introduces risks when probabilistic systems are given the responsibility to enforce controls that must be predictable.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A more robust strategy starts with <strong>visibility, identity, access control, and deterministic runtime policies<\/strong>. Agents must be inventoried, associated with owners, and limited to strictly necessary permissions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI can complement these mechanisms through analysis and detection, but it should not be the only line of defense.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For organizations adopting agentic AI in 2026, the basic rule is simple: <strong>the more autonomy and access to critical systems an agent has, the more deterministic, verifiable, and auditable the security controls must be.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Source: <a href=\"https:\/\/www.computerweekly.com\/opinion\/Why-AI-agents-cannot-be-trusted-to-secure-agentic-AI-yet\" target=\"_blank\" rel=\"noreferrer noopener\">computerweekly.com<\/a><\/em><\/p>\n\t<div class=\"quickshare-container\">\r\n\t<ul class=\"quickshare-genericons monochrome quickshare-effect-expand\">\r\n\t\t<li class=\"quickshare-share\">Share:<\/li> \r\n\t\t<li><a href=\"https:\/\/facebook.com\/sharer.php?u=https%3A%2F%2Fcomputershop.eu%2Fblog%2Fwhy-ai-agents-cannot-yet-secure-other-ai-agents&amp;t=Why+AI+agents+cannot+yet+secure+other+AI+agents+<+Refurbished+Computers+-+ComputerShop.EU\" target=\"_blank\" title=\"Share on Facebook\"><span class=\"quickshare-facebook\">Facebook<\/span><\/a><\/li>\t\t<li><a href=\"https:\/\/twitter.com\/intent\/tweet?url=https%3A%2F%2Fcomputershop.eu%2Fblog%2Fwhy-ai-agents-cannot-yet-secure-other-ai-agents&amp;text=Why+AI+agents+cannot+yet+secure+other+AI+agents+<+Refurbished+Computers+-+ComputerShop.EU\" target=\"_blank\" title=\"Share on Twitter\"><span class=\"quickshare-twitter\">Twitter<\/span><\/a><\/li>\t\t<li><a href=\"http:\/\/pinterest.com\/pin\/create\/button\/?url=https%3A%2F%2Fcomputershop.eu%2Fblog%2Fwhy-ai-agents-cannot-yet-secure-other-ai-agents&amp;media=https%3A%2F%2Fcomputershop.eu%2Fblog%2Fwp-content%2Fuploads%2F2026%2F09%2FAI-agents-300x157.png&amp;description=Artificial+intelligence+is+rapidly+transitioning+from+the+stage+where+it+generated+texts%2C+images%2C+or+answers+to+questions+to+AI+agents+capable+of+acting+autonomously+in+the+digital+environments+of+an+organization.+AI+agents+can+use+software+tools%2C+call+APIs%2C+access%26hellip%3B\" target=\"_blank\" title=\"Share on Pinterest\"><span class=\"quickshare-pinterest\">Pinterest<\/span><\/a><\/li>\t\t<li><a href=\"http:\/\/linkedin.com\/shareArticle?mini=true&amp;url=https%3A%2F%2Fcomputershop.eu%2Fblog%2Fwhy-ai-agents-cannot-yet-secure-other-ai-agents&amp;title=Why+AI+agents+cannot+yet+secure+other+AI+agents&amp;source=Refurbished+Computers+-+ComputerShop.EU&amp;summary=Artificial+intelligence+is+rapidly+transitioning+from+the+stage+where+it+generated+texts%2C+images%2C+or+answers+to+questions+to+AI+agents+capable+of+acting+autonomously+in+the+digital+environments+of+an+organization.+AI+agents+can+use+software+tools%2C+call+APIs%2C+access%26hellip%3B\" title=\"Share on Linkedin\" target=\"_blank\"><span class=\"quickshare-linkedin\">Linkedin<\/span><\/a><\/li>\t\t<li><a href=\"https:\/\/plus.google.com\/share?url=https%3A%2F%2Fcomputershop.eu%2Fblog%2Fwhy-ai-agents-cannot-yet-secure-other-ai-agents\" target=\"_blank\" title=\"Share on Google+\"><span class=\"quickshare-googleplus\">Google+<\/span><\/a><\/li>\t\t\t\t\t\t\t\t<li><a href=\"mailto:?subject=Refurbished+Computers+-+ComputerShop.EU:+Why+AI+agents+cannot+yet+secure+other+AI+agents&amp;body=https%3A%2F%2Fcomputershop.eu%2Fblog%2Fwhy-ai-agents-cannot-yet-secure-other-ai-agents\" target=\"_blank\" title=\"Share via Email\"><span class=\"quickshare-email\">Email<\/span><\/a><\/li>\t<\/ul>\r\n\t<\/div>\r\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\"> 4<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span>Artificial intelligence is rapidly transitioning from the stage where it generated texts, images, or answers to questions to AI agents capable of acting autonomously in the digital environments of an organization. AI agents can use software tools, call APIs, access &hellip; <a href=\"https:\/\/computershop.eu\/blog\/why-ai-agents-cannot-yet-secure-other-ai-agents\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":4,"featured_media":6722,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[114],"tags":[13062,4350,24438,25794,25808,25796,7071],"class_list":["post-6728","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-miscellaneous","tag-ai-agentowe-en","tag-artificial-intelligence","tag-cybersecurite-en","tag-ia-autonome-en","tag-ki-sicherheit-en","tag-securisation-des-agents-dia-en","tag-securitate-cibernetica"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - 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