2025
SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection
ACL 2025long
In the era of rapidly evolving large language models (LLMs), state-of-the-art rumor detection systems, particularly those based on Message Propagation Trees (MPTs), which represent a conversation tree with the post as its root and the replies as its descendants, are facing increasing threats from ad…