<p class="PDq2pG_selectionAnchorContainer" dir="auto" style="font-size: medium;" data-start="69" data-end="386">Artificial intelligence is becoming part of software applications, business workflows and security systems, but it also introduces new security risks. Security engineers and beginners who want to work with AI need to understand how attacks against AI applications differ from traditional application security threats.

<p dir="auto" style="font-size: medium;" data-start="388" data-end="586">AI security training can help professionals build knowledge in areas such as large language model (LLM) security, prompt injection, RAG security, AI agents, threat modelling and AI security testing.

<p dir="auto" style="font-size: medium;" data-start="588" data-end="750">One certification worth considering is <strong data-start="627" data-end="689">Modern Security&rsquo;s Certified AI Security Expert (MSec-CAIS), which focuses specifically on practical AI security skills.

<h2 dir="auto" data-section-id="1le8fgj" data-start="752" data-end="792">What Is an AI Security Certification?</h2>
<p dir="auto" style="font-size: medium;" data-start="794" data-end="937">An AI security certification validates knowledge and practical understanding of security risks associated with artificial intelligence systems.

<p dir="auto" style="font-size: medium;" data-start="939" data-end="1001">Depending on the programme, training may cover topics such as:

<ul style="font-size: medium;" data-start="1003" data-end="1256">
<li data-section-id="1kd8xhs" data-start="1003" data-end="1024">AI and LLM security</li>
<li data-section-id="1vlbdpc" data-start="1025" data-end="1051">Prompt injection attacks</li>
<li data-section-id="s59rv5" data-start="1052" data-end="1079">Indirect prompt injection</li>
<li data-section-id="1szk5d6" data-start="1080" data-end="1094">RAG security</li>
<li data-section-id="uy7oxb" data-start="1095" data-end="1114">AI agent security</li>
<li data-section-id="tm4l9m" data-start="1115" data-end="1140">Model and data security</li>
<li data-section-id="9zdqfx" data-start="1141" data-end="1162">AI threat modelling</li>
<li data-section-id="dzryze" data-start="1163" data-end="1196">AI application security testing</li>
<li data-section-id="15hnhi9" data-start="1197" data-end="1231">Security controls and guardrails</li>
<li data-section-id="7tuhr6" data-start="1232" data-end="1256">Secure AI architecture</li>
</ul>
<p dir="auto" style="font-size: medium;" data-start="1258" data-end="1515">For beginners, certification programmes can provide a structured way to understand the fundamentals. For experienced security engineers, specialised training can help expand existing application security and penetration testing skills into AI-based systems.

<h2 dir="auto" data-section-id="15uu8af" data-start="1517" data-end="1576">Modern Security Certified AI Security Expert (MSec-CAIS)</h2>
<p dir="auto" style="font-size: medium;" data-start="1620" data-end="1789"><strong data-start="1620" data-end="1682">Modern Security's Certified AI Security Expert (MSec-CAIS) is a specialised AI security certification designed around the security of modern AI and LLM applications.

<p dir="auto" style="font-size: medium;" data-start="1791" data-end="2034">The programme takes a practical approach to AI security rather than focusing only on theoretical concepts. Learners work through topics related to how AI systems are built, how they can be attacked and how security controls can be implemented.

<p dir="auto" style="font-size: medium;" data-start="2036" data-end="2253">The curriculum includes areas such as <strong data-start="2074" data-end="2252">LLM security, RAG, AI agents, MCP security, prompt injection, sensitive information disclosure, model security, threat modelling, AI security testing and defensive techniques.

<p dir="auto" style="font-size: medium;" data-start="2255" data-end="2431">A key part of the programme is its <strong data-start="2290" data-end="2317">Build, Break and Defend approach. This gives learners a way to understand AI systems from both the development and security perspectives.

<h2 dir="auto" data-section-id="3vuxql" data-start="2433" data-end="2462">What Does MSec-CAIS Cover?</h2>
<p dir="auto" style="font-size: medium;" data-start="2464" data-end="2581">The certification covers several areas that are increasingly relevant to security teams working with AI applications.

<h3 dir="auto" data-section-id="1mevwn6" data-start="2583" data-end="2602">1. LLM Security</h3>
<p dir="auto" style="font-size: medium;" data-start="2604" data-end="2838">Large language models introduce attack surfaces that are different from conventional applications. Security engineers need to understand how prompts, model interactions, application logic and connected tools can create security risks.

<p dir="auto" style="font-size: medium;" data-start="2840" data-end="2938">MSec-CAIS introduces learners to the security considerations surrounding LLM-powered applications.

<h3 dir="auto" data-section-id="yzqoi1" data-start="2940" data-end="2963">2. Prompt Injection</h3>
<p dir="auto" style="font-size: medium;" data-start="2965" data-end="3063">Prompt injection is one of the most widely discussed security problems affecting LLM applications.

<p dir="auto" style="font-size: medium;" data-start="3065" data-end="3246">The certification covers prompt injection concepts and related attack techniques, helping learners understand how malicious instructions can influence an AI application's behaviour.

<p dir="auto" style="font-size: medium;" data-start="3248" data-end="3389">It also covers <strong data-start="3263" data-end="3292">indirect prompt injection, where malicious instructions may enter an application through external content or data sources.

<h3 dir="auto" data-section-id="1gjmmah" data-start="3391" data-end="3410">3. RAG Security</h3>
<p dir="auto" style="font-size: medium;" data-start="3412" data-end="3556">Retrieval-Augmented Generation (RAG) allows AI applications to retrieve information from external knowledge sources before generating responses.

<p dir="auto" style="font-size: medium;" data-start="3558" data-end="3721">While RAG can improve the usefulness of AI systems, it also introduces security considerations around data access, retrieval, permissions and information exposure.

<p dir="auto" style="font-size: medium;" data-start="3723" data-end="3830">Understanding these risks is particularly useful for security engineers testing enterprise AI applications.

<h3 dir="auto" data-section-id="1i48tq3" data-start="3832" data-end="3856">4. AI Agent Security</h3>
<p dir="auto" style="font-size: medium;" data-start="3858" data-end="3930">AI agents can interact with tools, APIs, databases and external systems.

<p dir="auto" style="font-size: medium;" data-start="3932" data-end="4055">This creates additional security considerations because an AI system may not simply generate text&mdash;it may also take actions.

<p dir="auto" style="font-size: medium;" data-start="4057" data-end="4126">Security professionals therefore need to understand issues involving:

<ul style="font-size: medium;" data-start="4128" data-end="4256">
<li data-section-id="1c0hi7o" data-start="4128" data-end="4141">Tool access</li>
<li data-section-id="1tjd1v4" data-start="4142" data-end="4155">Permissions</li>
<li data-section-id="17s668q" data-start="4156" data-end="4176">Agent instructions</li>
<li data-section-id="1l9r8sj" data-start="4177" data-end="4195">External systems</li>
<li data-section-id="1oizt2j" data-start="4196" data-end="4211">Data exposure</li>
<li data-section-id="49relf" data-start="4212" data-end="4232">Unintended actions</li>
<li data-section-id="4svkan" data-start="4233" data-end="4256">Agent attack surfaces</li>
</ul>
<p dir="auto" style="font-size: medium;" data-start="4258" data-end="4321">MSec-CAIS includes AI agent security as part of its curriculum.

<h3 dir="auto" data-section-id="irtgt1" data-start="4323" data-end="4342">5. MCP Security</h3>
<p dir="auto" style="font-size: medium;" data-start="4344" data-end="4471">Model Context Protocol (MCP) has become relevant to applications that allow AI models to interact with external tools and data.

<p dir="auto" style="font-size: medium;" data-start="4473" data-end="4627">The MSec-CAIS curriculum includes MCP, including building an MCP server, understanding MCP security issues, offensive techniques and defensive approaches.

<p dir="auto" style="font-size: medium;" data-start="4629" data-end="4768">This makes MCP security an important part of the certification for professionals who want to understand newer AI application architectures.

<h3 dir="auto" data-section-id="1e9d58r" data-start="4770" data-end="4796">6. AI Threat Modelling</h3>
<p dir="auto" style="font-size: medium;" data-start="4798" data-end="4904">Threat modelling helps security teams identify potential threats before or during application development.

<p dir="auto" style="font-size: medium;" data-start="4906" data-end="4977">AI applications require consideration of additional components such as:

<ul style="font-size: medium;" data-start="4979" data-end="5109">
<li data-section-id="1troyd0" data-start="4979" data-end="4987">Models</li>
<li data-section-id="n2tsyn" data-start="4988" data-end="4997">Prompts</li>
<li data-section-id="17cqcpk" data-start="4998" data-end="5013">Training data</li>
<li data-section-id="jf3dnc" data-start="5014" data-end="5033">Retrieval systems</li>
<li data-section-id="1b68tl3" data-start="5034" data-end="5052">Vector databases</li>
<li data-section-id="1wcp6wy" data-start="5053" data-end="5061">Agents</li>
<li data-section-id="177rzb7" data-start="5062" data-end="5069">Tools</li>
<li data-section-id="1ihtcam" data-start="5070" data-end="5085">External APIs</li>
<li data-section-id="4m5y4q" data-start="5086" data-end="5109">User-provided content</li>
</ul>
<p dir="auto" style="font-size: medium;" data-start="5111" data-end="5204">AI-focused threat modelling can therefore complement existing application security practices.

<h3 dir="auto" data-section-id="2kkppz" data-start="5206" data-end="5232">7. AI Security Testing</h3>
<p dir="auto" style="font-size: medium;" data-start="5234" data-end="5360">Understanding AI security risks is only one part of the job. Security engineers also need to know how to test AI applications.

<p dir="auto" style="font-size: medium;" data-start="5362" data-end="5512">Practical AI security testing can involve identifying weaknesses in prompts, application logic, data handling, model interactions and connected tools.

<p dir="auto" style="font-size: medium;" data-start="5514" data-end="5641">The hands-on approach of MSec-CAIS is designed to help learners apply these concepts rather than simply memorising definitions.

<h2 dir="auto" data-section-id="pwoi6i" data-start="5643" data-end="5682">Is MSec-CAIS Suitable for Beginners?</h2>
<p dir="auto" style="font-size: medium;" data-start="5684" data-end="5858">AI security can appear complicated when starting from scratch, particularly because it combines concepts from artificial intelligence, software development and cybersecurity.

<p dir="auto" style="font-size: medium;" data-start="5860" data-end="5943">A structured certification can help beginners understand these areas progressively.

<p dir="auto" style="font-size: medium;" data-start="5945" data-end="6168">However, beginners should expect to encounter technical concepts related to applications, APIs, LLMs and security testing. Basic familiarity with cybersecurity or software development can make the material easier to follow.

<p dir="auto" style="font-size: medium;" data-start="6170" data-end="6336">For someone completely new to both cybersecurity and AI, it may be useful to first develop foundational knowledge before moving into specialised AI security training.

<h2 dir="auto" data-section-id="ii7zl7" data-start="6338" data-end="6379">Is It Suitable for Security Engineers?</h2>
<p dir="auto" style="font-size: medium;" data-start="6381" data-end="6530">For security engineers, application security professionals, penetration testers and red teamers, AI security training can complement existing skills.

<p dir="auto" style="font-size: medium;" data-start="6532" data-end="6658">Traditional security knowledge remains relevant, but AI applications introduce additional components that need to be assessed.

<p dir="auto" style="font-size: medium;" data-start="6660" data-end="6817">For example, a security engineer testing a conventional web application may examine authentication, authorisation, APIs, input validation and business logic.

<p dir="auto" style="font-size: medium;" data-start="6819" data-end="6896">An AI application may contain all of those components while also introducing:

<p dir="auto" style="font-size: medium;" data-start="6898" data-end="6974"><strong data-start="6898" data-end="6974">User &rarr; Application &rarr; LLM &rarr; RAG &rarr; Vector Database &rarr; Tools &rarr; External APIs

<p dir="auto" style="font-size: medium;" data-start="6976" data-end="7063">Each additional component can create security considerations that need to be evaluated.

<p dir="auto" style="font-size: medium;" data-start="7065" data-end="7161">MSec-CAIS addresses several of these areas through its AI-focused curriculum and practical labs.

<h2 dir="auto" data-section-id="54ny94" data-start="7163" data-end="7223">What Should You Look for in an AI Security Certification?</h2>
<p dir="auto" style="font-size: medium;" data-start="7225" data-end="7355">Before selecting an AI security certification, consider the actual curriculum rather than relying only on the certification title.

<p dir="auto" style="font-size: medium;" data-start="7357" data-end="7411">A useful programme should ideally cover several areas:

<h3 dir="auto" data-section-id="1b7o2uo" data-start="7413" data-end="7436">Practical exercises</h3>
<p dir="auto" style="font-size: medium;" data-start="7438" data-end="7496">Look for hands-on labs where you can apply what you learn.

<h3 dir="auto" data-section-id="6xov4n" data-start="7498" data-end="7525">Modern AI architectures</h3>
<p dir="auto" style="font-size: medium;" data-start="7527" data-end="7661">The programme should address technologies such as LLMs, RAG and AI agents rather than focusing exclusively on theoretical AI concepts.

<h3 dir="auto" data-section-id="2l8rmp" data-start="7663" data-end="7684">Attack techniques</h3>
<p dir="auto" style="font-size: medium;" data-start="7686" data-end="7763">Security professionals should understand how AI applications can be attacked.

<h3 dir="auto" data-section-id="ka5yoc" data-start="7765" data-end="7789">Defensive techniques</h3>
<p dir="auto" style="font-size: medium;" data-start="7791" data-end="7927">Learning how to identify a vulnerability is only part of security work. Understanding mitigation and secure design is equally important.

<h3 dir="auto" data-section-id="476wt7" data-start="7929" data-end="7949">Threat modelling</h3>
<p dir="auto" style="font-size: medium;" data-start="7951" data-end="8042">AI-specific threat modelling can help connect AI risks with established security practices.

<h3 dir="auto" data-section-id="1vcya06" data-start="8044" data-end="8078">Relevant instructor experience</h3>
<p dir="auto" style="font-size: medium;" data-start="8080" data-end="8172">Review the instructor's professional security background, research and practical experience.

<h2 dir="auto" data-section-id="1pt6epd" data-start="8174" data-end="8233">Why AI Security Skills Matter for Security Professionals</h2>
<p dir="auto" style="font-size: medium;" data-start="8235" data-end="8322">AI adoption is changing the type of applications security teams are expected to assess.

<p dir="auto" style="font-size: medium;" data-start="8324" data-end="8396">Security professionals may increasingly encounter applications that use:

<ul style="font-size: medium;" data-start="8398" data-end="8530">
<li data-section-id="1pjy1uj" data-start="8398" data-end="8421">Large language models</li>
<li data-section-id="12g7z04" data-start="8422" data-end="8437">Generative AI</li>
<li data-section-id="1o4tjw" data-start="8438" data-end="8443">RAG</li>
<li data-section-id="ttf02y" data-start="8444" data-end="8455">AI agents</li>
<li data-section-id="43540m" data-start="8456" data-end="8474">External AI APIs</li>
<li data-section-id="1b68tl3" data-start="8475" data-end="8493">Vector databases</li>
<li data-section-id="bgnqcd" data-start="8494" data-end="8513">Tool integrations</li>
<li data-section-id="12iucjw" data-start="8514" data-end="8530">Model gateways</li>
</ul>
<p dir="auto" style="font-size: medium;" data-start="8532" data-end="8621">These technologies create new combinations of security and software engineering problems.

<p dir="auto" style="font-size: medium;" data-start="8623" data-end="8794">For security engineers, developing AI security knowledge can therefore be a useful extension of existing application security, cloud security or offensive security skills.

<p dir="auto" style="font-size: medium;" data-start="8796" data-end="8925">For beginners, learning the fundamentals provides a starting point for understanding how security applies to AI-powered software.

<h2 dir="auto" data-section-id="114wazr" data-start="8927" data-end="8944">Final Thoughts</h2>
<p dir="auto" style="font-size: medium;" data-start="8946" data-end="9129">There is no single AI security certification that will suit every learner. The right programme depends on your existing cybersecurity knowledge, technical background and career goals.

<p dir="auto" style="font-size: medium;" data-start="9131" data-end="9451">For professionals specifically looking for <strong data-start="9174" data-end="9207">hands-on AI security training, <strong data-start="9209" data-end="9271">Modern Security's Certified AI Security Expert (MSec-CAIS) is a specialised programme worth examining. Its curriculum covers LLM security, prompt injection, RAG, AI agents, MCP, threat modelling, security testing and defensive techniques.



<p dir="auto" style="font-size: medium;" data-start="9453" data-end="9675" data-is-last-node="" data-is-only-node="">For beginners, it can provide a structured introduction to AI security concepts, while security engineers can use the training to extend their existing application security and offensive security knowledge into AI syste