2 papers
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…
stat.AP2025
Collective Reasoning Among LLMs: A Framework for Answer Validation Without Ground Truth
Seyed Pouyan Mousavi Davoudi, Amin Gholami Davodi, Alireza Amiri-Margavi +2
We introduce a new approach in which several advanced large language models-specifically GPT-4-0125-preview, Meta-LLAMA-3-70B-Instruct, Claude-3-Opus, and Gemini-1.5-Flash-collabor…