LLM multi-agent systems augmented with data-driven event triggers and Hawkes processes simulate both micro-level interactions and macroscopic topologies in dynamic email networks for realistic phishing synthesis.
• What are the patterns of initiating or responding to emails (e.g., rarely initiates, often loops in certain teams, etc.)?
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Can LLM Agents Simulate Dynamic Networks? A Case Study on Email Networks with Phishing Synthesis
LLM multi-agent systems augmented with data-driven event triggers and Hawkes processes simulate both micro-level interactions and macroscopic topologies in dynamic email networks for realistic phishing synthesis.