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cs.SE2026
Mitigating Uncertainty Interactions in GenAI-based Adaptive Systems: Vision, Challenges and Preliminary Guidelines
Karthik Vaidhyanathan, Norha Villegas, Raffaela Mirandola +5
Modern software-intensive systems increasingly incorporate GenAI components, including LLM and agentic subsystems, which introduce novel and compounding sources of uncertainty acro…
cs.SE2026
Towards Leveraging LLMs to Generate Abstract Penetration Test Cases from Software Architecture
Mahdi Jafari, Rahul Sharma, Sami Naim +2
Software architecture models capture early design decisions that strongly influence system quality attributes, including security. However, architecture-level security assessment a…