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Professional Training training in Fort Worth in July 2026 with Learni. Certified, expert trainers, eligible for employer funding. Free quote.
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The Training AI Red Teaming - Anticipate AI Threats 2026 training is delivered in-person or remotely (blended-learning, e-learning, virtual classroom, remote in-person). At Learni, a Qualiopi-certified training organization, each program is designed to maximize skills acquisition, regardless of the training mode chosen.
The trainer alternates between demonstrative, interrogative, and active methods (through practical exercises and/or real-world scenarios). This pedagogical approach ensures concrete and directly applicable learning in the workplace.
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Dive into the initial evaluation of AI models through practical exercises on real datasets, install and configure tools like Adversarial Robustness Toolbox to generate subtle adversarial perturbations, test FGSM and PGD attacks on image classifiers, analyze business impacts with robustness metrics, produce a preliminary report on exploitable vulnerabilities in an enterprise context, transform theory into actionable skills from the first day.
Explore sophisticated attacks on generative AI using tools like Garak and Promptfoo to inject malicious prompts, simulate jailbreaks on GPT-like models through hands-on exercises, generate poisoned data for hidden backdoors, measure attack success rates in critical enterprise scenarios, collaborate in pairs to refine evasive payloads, deliver a comparative analysis of 2026 vectors, gain confidence to audit your own AI deployments flawlessly.
Build robust defenses via adversarial fine-tuning and distillation, deploy full red team simulations on anonymized enterprise cases, integrate mitigation frameworks like Alignment Safety Kit, perform multi-threat stress-tests with automated reporting, present a personalized 2026 defense blueprint, validate skills through a final certifying audit, leave with a production-ready toolkit to secure your AIs starting tomorrow.
Target audience
Cybersecurity experts, AI engineers, data governance managers seeking to develop red teaming skills
Prerequisites
Machine learning fundamentals, intermediate Python, basic knowledge of offensive cybersecurity
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