SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection

SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection

7 April 2025

Papers citing "SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection"

11 / 11 papers shown

Title
Exploring the Deceptive Power of LLM-Generated Fake News: A Study of Real-World Detection Challenges Yanshen Sun Jianfeng He Limeng Cui Shuo Lei Chang-Tien Lu 70 29 0 27 Mar 2024
An LLM can Fool Itself: A Prompt-Based Adversarial Attack Xilie Xu Keyi Kong Ning Liu Li-zhen Cui Di Wang Jingfeng Zhang Mohan Kankanhalli AAML SILM 89 83 0 20 Oct 2023
Rumor Detection with Diverse Counterfactual Evidence Kaiwei Zhang Junchi Yu Haichao Shi Jian Liang Xiao-Yu Zhang 34 24 0 18 Jul 2023
Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents Wenlong Huang Fei Xia Dhruv Shah Danny Driess Andy Zeng ... Pete Florence Igor Mordatch Sergey Levine Karol Hausman Brian Ichter LM&Ro 67 48 0 01 Mar 2023
GANI: Global Attacks on Graph Neural Networks via Imperceptible Node Injections Junyuan Fang Haixian Wen Jiajing Wu Qi Xuan Zibin Zheng Chi K. Tse AAML 79 22 0 23 Oct 2022
Faking Fake News for Real Fake News Detection: Propaganda-loaded Training Data Generation Kung-Hsiang Huang Kathleen McKeown Preslav Nakov Yejin Choi Heng Ji 88 61 0 10 Mar 2022
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 57 144 0 14 Jan 2022
TDGIA:Effective Injection Attacks on Graph Neural Networks Xu Zou Qinkai Zheng Yuxiao Dong Xinyu Guan Evgeny Kharlamov Jialiang Lu Jie Tang AAML 70 105 0 12 Jun 2021
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 341 18,721 0 13 Feb 2020
Adversarial Examples: Opportunities and Challenges Jiliang Zhang Chen Li AAML 55 234 0 13 Sep 2018
Towards Deep Learning Models Resistant to Adversarial Attacks Aleksander Madry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu SILM OOD 285 12,060 0 19 Jun 2017