Why AI cybersecurity is a new discipline
Traditional cybersecurity frameworks do not cover the attack surface introduced by AI systems. Prompt injection can bypass access controls. Data poisoning can corrupt model behaviour. Adversarial inputs can fool classifiers. And on the offensive side, AI-generated social engineering is becoming indistinguishable from human communication.
I train your security teams on both dimensions: defending AI systems (securing pipelines, input validation, output monitoring, model access controls) and defending against AI-powered threats (deepfake detection, AI phishing identification, adversarial resilience testing).
For Swiss financial institutions and international organisations in Geneva — prime targets for sophisticated attacks — this training is not optional, it is urgent.
AI has changed the threat landscape on both sides: your security teams need to understand both attack and defence.