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AI Security: Intrusion Detection & Malware Analysis Intermediate

Artificial Intelligence for Security Professionals equips security analysts, penetration testers, and AI engineers with offensive techniques to identify and exploit vulnerabilities in LLMs, RAG pipelines, and multi-agent systems. It solves the critical gap in traditional cybersecurity training amid rising AI-driven threats—74% of enterprises now prioritize AI security skills, according to LinkedIn’s 2024 report. Through hands-on Docker labs, learners gain practical red teaming expertise in prompt injection, model poisoning, and AI supply chain attacks.

This Open Source course prepares learners for the OffSec AI Red Teamer (OSAI+) certification, featuring 30-day lab access for continuous skill development. With Koenig’s Guaranteed-to-Run scheduling, professionals gain flexible, assured access to expert-led training, enabling them to lead AI red team engagements and strengthen organizational defenses in evolving threat landscapes.

40 Hours (5 Days)
Live Online / Classroom
1+ professionals trained

Training Formats & Pricing

1-on-1 USD 2,150
Dedicated instructor, your schedule Fastest
Public Batch USD 1,700
Group class, fixed schedule Most Popular
Self-Paced USD 199
Recorded sessions, learn anytime Best Value

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Course Overview

The Artificial Intelligence for Security Professionals course provides a comprehensive training program designed for cybersecurity professionals, penetration testers, and AI red teamers seeking to master offensive security techniques. This curriculum aligns with the depth of commercial certifications like OffSec AI-300, covering prompt injection, LLM internals, and agent hijacking. It prepares learners for roles including AI Security Analyst and AI Red Team Lead. According to industry data from the ISC2 Cybersecurity Workforce Study, specialized security practitioners report significant career advancement, often transitioning into roles with salaries exceeding 130,000 dollars.

Students engage with tools including Ollama, LangChain.js, and Docker-based labs that simulate real-world attack surfaces. While self-study is possible, Koenig Solutions enhances this learning path with Guaranteed-to-Run 1-on-1 mentorship, providing the personalized guidance necessary to master complex AI security concepts that independent study often lacks. This delivery method ensures learners gain portfolio-grade evidence through practical assessments, empowering security professionals to lead offensive assessments in modern AI infrastructures confidently and effectively.

What You'll Learn

✓Configure AI attack surface assessment using MITRE ATLAS to identify vulnerabilities in AI systems, helping security professionals protect critical infrastructure. Exploit large language model (LLM) internals with many-shot and Crescendo techniques to understand potential attack vectors and improve defenses. Implement prompt injection attacks on Vercel and Context.ai systems to test and strengthen AI resilience against malicious prompts. Deploy poisoned retrieval-augmented generation (RAG) pipelines in EchoLeak simulations to evaluate AI data integrity and prevent data poisoning threats. Secure AI and machine learning supply chains against Shai-Hulud family exploits, ensuring the integrity of AI development and deployment processes. Automate agent exploitation in Replit and GitHub Managed Container Platforms (MCP) environments to identify security gaps and enhance automation security measures. This course by Open Source equips security professionals with practical skills to defend AI systems against evolving threats, enabling you to safeguard your organization’s AI assets effectively.

Skills You'll Gain

Prompt Injection Jailbreaking Techniques LLM Exploitation Adversarial Machine Learning RAG Poisoning Deepfake Detection AI Governance MITRE ATLAS Framework NIST AI 100-2 Taxonomy OWASP Top 10 LLM Vector Database Security Model Extraction Attacks Inference Attacks AI Supply Chain Security Red Teaming AI AI Attack Surface Threat Modeling AI

Prerequisites

Recommended knowledge before taking this course
  • Basic understanding of machine learning concepts is recommended for the Artificial Intelligence for Security Professionals course by Open Source.
  • Familiarity with Python programming will help you grasp the course material more effectively.
  • Command-line and terminal experience are essential skills for engaging with the course content.
  • Docker basics, including installing and running containers, are necessary to follow practical exercises.
  • Working knowledge of HTTP APIs and the ability to interact with them using tools like curl or Postman will enhance your learning experience.
  • Experience with Linux system administration and networking fundamentals will support your understanding of security applications in AI.
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Certification Exam

Everything you need to know about the AI Security: Intrusion Detection & Malware Analysis certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Unlimited attempts allowed
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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Mastering Artificial Intelligence for Security Professionals
AI literacy for security experts LLM architecture and inference logic Mapping AI-specific attack surfaces Threat modeling via MITRE ATLAS OWASP Top 10 for LLM security Identifying tokenization vulnerabilities Exploitation across diverse model families Mitigating AI supply chain risks
2
Day 2– Securing the AI Lifecycle with Open Source
Defending AI model training pipelines Securing production inference environments Advanced RAG system protection strategies Input and output filtering techniques Implementing robust AI guardrails Mitigating prompt injection attacks Countering LLM jailbreaking attempts Defending against RAG data manipulation
3
Day 3– Integration and Autonomous Systems Security
Architecting secure AI deployments API security for LLM-based services Identity, authentication, and authorization SOC integration for AI monitoring Addressing agentic system threat vectors Permission and tool validation workflows Implementing agent control mechanisms Securing advanced reasoning model architectures
4
Day 4– Advanced AI Security Controls and Hardening
Model Context Protocol (MCP) security Analyzing emerging AI attack surfaces Classical adversarial machine learning defense Defending against multimodal attack vectors Preventing document-based AI exploits Hardening enterprise AI infrastructure LangFlow and Flowise security protections Continuous assurance for AI systems
5
Day 5– AI Red Teaming and Practical Certification
Professional AI red team methodology Lab: Real-world prompt injection Lab: Practical RAG system exploitation Lab: Simulating autonomous agent attacks Lab: Testing MCP abuse scenarios Incident response for AI events Building enterprise AI security programs 24-hour practical capstone certification exam

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

82%

of AI Security: Intrusion Detection & Malware Analysis certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the AI Security: Intrusion Detection & Malware Analysis certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • AI Security Engineer
  • Adversarial AI Analyst
  • AI Red Team Specialist
  • AI Security Architect
  • AI Incident Response Engineer
  • AI Governance Lead

Companies Hiring

5,000+
Microsoft Google Amazon Accenture Deloitte IBM Palo Alto Networks CrowdStrike FireEye Booz Allen Hamilton

and 5,000+ organizations worldwide seeking AI Security: Intrusion Detection & Malware Analysis certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

18,400+
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    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

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    Business Intelligence Lead

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  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

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  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

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    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

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    Security Analyst

    SC-300 Certified ✓ Verified
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    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

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    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified

Frequently Asked Questions

Everything you need to know about the AI Security: Intrusion Detection & Malware Analysis training course

Is the Artificial Intelligence for Security Professionals certification exam included in the course fee?
The certification exam is not included in the course fee; candidates must pay a separate exam fee of $399. Retake fees are $200, with an optional bundle of exam and retake available for $519. The certification is valid for three years and requires renewal with 25 CPD credits.
What training formats does Koenig offer for the Artificial Intelligence for Security Professionals course?
Koenig offers live online instructor-led training, self-paced on-demand learning, and classroom-based sessions across global centers. All public schedules are Guaranteed-to-Run, ensuring courses proceed regardless of enrollment. Private group training is customizable for enterprise teams with dedicated scheduling.
How long is lab access provided for Artificial Intelligence for Security Professionals training?
Lab access is provided for 90 days from course activation in a cloud-hosted sandbox environment. The labs use Docker containers running intentionally vulnerable AI applications, including LLMs, RAG pipelines, and agentic systems, accessible via web-based terminals for realistic red teaming practice.
What is Koenig's rescheduling and cancellation policy for the Artificial Intelligence for Security Professionals course?
Koenig allows one free rescheduling of course dates with at least 14 days' notice. Cancellations made 30 days prior receive a full refund; between 15–29 days, a 25% fee applies; within 14 days, a 50% fee applies. No-shows are charged the full amount.
What is the exam format for the Open Source Artificial Intelligence for Security Professionals certification?
The exam consists of 50 multiple-choice questions to be completed in 90 minutes. Candidates must achieve a minimum passing score of 75% (38 out of 50 correct answers). The exam tests knowledge across AI security principles, adversarial attacks, governance, and defensive techniques.
How long is the Artificial Intelligence for Security Professionals certification valid, and what is the renewal process?
The certification is valid for three years. To renew, candidates must earn 25 Continuing Professional Development (CPD) credits through training, conferences, or research contributions and pay a $50 renewal fee. No re-examination is required if credits are submitted on time.
What post-training support does Koenig provide after the Artificial Intelligence for Security Professionals course?
Koenig provides 90 days of post-training mentor access, a private alumni community for networking, and one free course retake within one year. Graduates also receive updated lab environments and exam prep materials to support certification attempts.
What are the prerequisites for the Artificial Intelligence for Security Professionals certification course?
Candidates should have foundational knowledge in cybersecurity, including familiarity with penetration testing, network protocols, and basic Python scripting. Prior experience with machine learning concepts is recommended but not mandatory. The course assumes 2+ years of IT security experience.
What career impact can the Artificial Intelligence for Security Professionals certification provide?
Professionals with AI security skills earn a median salary of $155,000, a 48% increase over non-AI peers. Certified individuals qualify for roles like AI Security Engineer, ML Red Teamer, or AI Governance Lead, with senior roles exceeding $225,000 in major tech hubs.
How does instructor-led training for Artificial Intelligence for Security Professionals compare to self-study?
Instructor-led training offers structured labs, real-time mentorship, and peer collaboration, increasing certification success rates to 92% versus 68% for self-study. Koenig's program includes hands-on attack simulations and expert feedback, providing practical experience beyond static study materials.

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