Proud to see Bar-El Tayouri leading the conversation on AI Security at DeveloperWeek Santa Clara! The key message resonates: AI security cannot be an afterthought - yet too many software development and security teams overlook integrating AI security into their CI/CD pipelines from day one. Looking for a comprehensive solution for AI security pre-production? Mark your calendars for March 4th - something exciting is coming! 🔐 #AISecurity #ResponsibleAI #DevSecOps #AIInnovation
Great talk at DeveloperWeek Santa Clara. 🔹 AI Security is the New Wild West – Just like past tech revolutions (networking, cloud, containers), AI is facing major trust and security challenges. 🔹 AI Models & Data Can Be Malicious – Attackers can poison datasets, inject malicious models, or embed vulnerabilities into serialized files, leading to remote code execution when models are loaded. 🔹 Prompt Injection is a Growing Threat – Attackers manipulate AI outputs to compromise applications, with real-world cases like Air Canada, where an AI assistant committed to offering free flights due to an injection attack. Courts ruled the AI’s response was legally binding. 🔹 Shadow AI is Everywhere – Many organizations underestimate their AI projects. If you think you have 10 AI initiatives, chances are you have 100+ running in different departments. 🔹 Securing AI by Design – Three key steps: ✅ Know what you have – Identify all AI systems, models, and dependencies. ✅ Assess risks – Scan for vulnerabilities at the component level (models, datasets, registries) and application level (code execution, external access). ✅ Harden security – Implement security policies early, prevent prompt injection, and reduce the attack surface rather than reacting post-deployment. 💡 Key takeaway: AI security isn’t just a future concern—it’s a NOW problem. Companies must adopt proactive security measures from the experimentation phase to production. Great reminder that innovation should never come at the cost of security. Let’s build AI responsibly! #AI #CyberSecurity #ZeroDay #DeveloperWeek #AIThreats #SecurityByDesign arkusnexus