Papers by Heedou Kim
VishBox v2: A Multi-Agent System for Adaptive Voice Phishing Simulation (2026.acl-industry)
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| Challenge: | Existing alternatives lack round-level granularity and controllability, making it difficult to analyze how victim profiles and psychological states shape tactic effectiveness. |
| Approach: | They propose a multi-agent architecture that generates structured phishing simulations grounded in crime-script procedures and persuasion principles. |
| Outcome: | The proposed framework captures tactic concentration, vulnerability transitions, and web-search-induced procedural disruptions across 571 rounds. |
SCRIPTMIND: Crime Script Inference and Cognitive Evaluation for LLM-based Social Engineering Scam Detection System (2026.eacl-industry)
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| Challenge: | Large Language Models (LLMs) have shown promise in identifying deception, but their cognitive assistance potential remains underexplored. |
| Approach: | They propose a framework for LLM-based scam detection that bridges automated reasoning and human cognition. |
| Outcome: | The proposed framework outperforms GPT-4o in the Korean scam detection and phone scam simulations. |