A Hybrid LLM-Based Framework for Automated Security Annotation Generation in Business Process Models

arXiv:2608.14370 · cs.CR, cs.AI, cs.SE · Submitted 2026-08-14 · Read on arXiv

cs.CR, cs.AI, cs.SE

Submitted: 2026-08-14

Updated: 2026-08-14

Journal ref: 24th International Conference on Business Process Management (BPM 2026) [BPM Forum 2026]

DOI: 10.1007/978-3-032-37877-4_10

Code: https://github.com/jtlicardo/bpmn-assistant

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• RAG — 16× in this paper · explained in 3 episodes
• Accountability — 7× in this paper · explained in 2 episodes
• Actor — 7× in this paper · explained in 3 episodes
• Consistency — 7× in this paper · explained in 3 episodes
• Benchmark — 6× in this paper · explained in 2 episodes
• Large Language Model — 6× in this paper
• Accuracy — 4× in this paper · explained in 1 episode
• Alignment — 3× in this paper · explained in 1 episode
• Annotator Agreement — 2× in this paper · explained in 1 episode
• Grounding — 2× in this paper · explained in 3 episodes
• Large Language Model (LLM) — 2× in this paper · explained in 3 episodes
• Model-Agnostic — 2× in this paper · explained in 2 episodes
• Benchmarking — 1× in this paper · explained in 3 episodes
• Chain-of-Thought Prompting — 1× in this paper · explained in 2 episodes
• Core — 1× in this paper · explained in 2 episodes
• Decoupling — 1× in this paper · explained in 2 episodes
• Embeddings — 1× in this paper · explained in 2 episodes
• F1 Score — 1× in this paper · explained in 3 episodes
• Failure Modes — 1× in this paper · explained in 3 episodes
• Fidelity — 1× in this paper · explained in 2 episodes
• Foundation Model — 1× in this paper · explained in 3 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes
• Generalizability — 1× in this paper · explained in 6 episodes
• Hybrid Approach — 1× in this paper · explained in 4 episodes
• Pairwise Comparisons — 1× in this paper · explained in 2 episodes
• Retrieval-Augmented Generation — 1× in this paper
• Robustness — 1× in this paper · explained in 5 episodes
• Semantic Alignment — 1× in this paper · explained in 3 episodes
• Structural Constraints — 1× in this paper · explained in 2 episodes
• Structured Reasoning — 1× in this paper · explained in 3 episodes
• Verification — 1× in this paper · explained in 2 episodes

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