· Introduction of the Software République "Detect and Respond" Initiative

· Integrated On-Board & Off-Board AI for Real-Time Detection of Intrusions

· 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

· AI-driven context unifies data for dynamic risk visibility

· Explainable automation accelerates delivery, cuts costs, and ensures lifecycle compliance

· The privacy challenges of a global enterprise

· Governance frameworks that guide data movement

· Operationalizing data security in the platforms

· Collaborating safely inside Stellantis

· Understanding the lSO 21434 Framework for Automotive SoCs

· Implementing Security Lifecycle Management in Chip Design

· Navigating Practical Challenges and Certification Pathways

· Secure Enclave as trust anchor

· Practical deployment of Post-Quantum Crypto

· New security needs for SDVs

· Software-defined vehicles drive higher complexity in automotive cybersecurity

· Real-world compliance goes beyond regulations, impacted by contracts & lifecycle obligations

· Practical principles to align standards, contracts and engineering for sustainable cybersecurity

· 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

· 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

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

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

· 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

· Defining Cyber Risk Ownership and Governance Under NIS2

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

· Fragmented Maturity Across Automotive Organizations

· Interpreting Gaps Without Forcing Alignment

· From Engineering Reality to Leadership Decisions