· Defining Cyber Risk Ownership and Governance Under NlS2

· Supplier Oversight at Scale: Requirements, Assurance, and Continuous Monitoring

· Key AI-Driven Threats Affecting Autonomous and Connected Vehicles

· How Small Inputs Can Lead to Severe Perception Failures or Model Compromise

· Defensive Approaches and Regulatory Considerations for Trustworthy AI Systems

· Understanding the lSO 21434 Framework for Automotive SoCs

· Implementing Security Lifecycle Management in Chip Design

· Navigating Practical Challenges and Certification Pathways

· Intelligent Data Classification and Grading

· Full-Lifecycle Data Management of Automotive

· The Integration of Technology, Ethics, and Compliance

· Continuous TARA Across the Lifecycle: Keeping Pace with Change

· The lmpact of Audit-Ready Traceability, Reproducibility, and Consistency

· Systematically Eliminating Inefficiencies

· The privacy challenges of a global enterprise

· Governance frameworks that guide data movement

· Operationalizing data security in the platforms

· Collaborating safely inside Stellantis

· Secure Enclave as Trust Anchor

· Practical Deployment of Post-Quantum Crypto

· New Security Needs for SDVs

· Evolving Framework of Automotive Regulations and Standards

· Industry-wide lmpact of Regulatory Shifts

· Navigating the Road Ahead: Adaptation and Compliance Strategies

· Why Crypto-Agility Matters for Long-Lived Software-Defined Vehicles

· Building a Risk-Based Migration Roadmap to Post-Quantum Cryptography

· Implementing and Validating PQC in Real-Time Automotive Systems

· Bridging the Gap Between Incident Response Plans and Real-World Execution

· Dynamic Tabletop Exercises: Real-Time Scenario Adaptation Under Pressure

· Fragmented Maturity Across Automotive Organizations

· Interpreting Gaps Without Forcing Alignment

· From Engineering Reality to Leadership Decisions

· Embedding Cybersecurity into System Engineering for Compliance

· Aligning Architecture Design with ISO/SAE 21434 and UN R155

· From Fragmented Activities to a Harmonised Cybersecurity Process