TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Zeyu, Lian, Jianxun, Ma, Chen, Qu, Yaning, Luo, Ye, Wang, Lei, Li, Rui, Chen, Xu, Lin, Yankai, Wu, Le, Xie, Xing, Wen, Ji-Rong |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants
by: Zhang, Zeyu, et al.
Published: (2024)
by: Zhang, Zeyu, et al.
Published: (2024)
LLM-Enhanced Topical Trend Detection at Snapchat
by: Zhao, Hangqi, et al.
Published: (2026)
by: Zhao, Hangqi, et al.
Published: (2026)
HumanLLM: Towards Personalized Understanding and Simulation of Human Nature
by: Lei, Yuxuan, et al.
Published: (2026)
by: Lei, Yuxuan, et al.
Published: (2026)
FedRecAttack: Model Poisoning Attack to Federated Recommendation
by: Rong, Dazhong, et al.
Published: (2022)
by: Rong, Dazhong, et al.
Published: (2022)
Scaling Trends for Data Poisoning in LLMs
by: Bowen, Dillon, et al.
Published: (2024)
by: Bowen, Dillon, et al.
Published: (2024)
TopicProphet: Prophesies on Temporal Topic Trends and Stocks
by: Kim, Olivia
Published: (2025)
by: Kim, Olivia
Published: (2025)
Contextualized Privacy Defense for LLM Agents
by: Wen, Yule, et al.
Published: (2026)
by: Wen, Yule, et al.
Published: (2026)
YuLan-OneSim: Towards the Next Generation of Social Simulator with Large Language Models
by: Wang, Lei, et al.
Published: (2025)
by: Wang, Lei, et al.
Published: (2025)
GenSim: A General Social Simulation Platform with Large Language Model based Agents
by: Tang, Jiakai, et al.
Published: (2024)
by: Tang, Jiakai, et al.
Published: (2024)
Securing Federated Sensitive Topic Classification against Poisoning Attacks
by: Chu, Tianyue, et al.
Published: (2022)
by: Chu, Tianyue, et al.
Published: (2022)
Leveraging LLM-based agents for social science research: insights from citation network simulations
by: Ji, Jiarui, et al.
Published: (2025)
by: Ji, Jiarui, et al.
Published: (2025)
Trends and Developments in Vulvar Lichen Sclerosus Research
by: Fan‐Rong He, et al.
Published: (2025)
by: Fan‐Rong He, et al.
Published: (2025)
CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds
by: Wang, Lei, et al.
Published: (2024)
by: Wang, Lei, et al.
Published: (2024)
Conceptual Modeling: Topics, Themes, and Technology Trends
by: Storey, V. C., et al.
Published: (2025)
by: Storey, V. C., et al.
Published: (2025)
DeepCritic: Deliberate Critique with Large Language Models
by: Yang, Wenkai, et al.
Published: (2025)
by: Yang, Wenkai, et al.
Published: (2025)
LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System
by: Wang, Tianfu, et al.
Published: (2025)
by: Wang, Tianfu, et al.
Published: (2025)
LoopTrap: Termination Poisoning Attacks on LLM Agents
by: Xu, Huiyu, et al.
Published: (2026)
by: Xu, Huiyu, et al.
Published: (2026)
SimSpark: Interactive Simulation of Social Media Behaviors
by: Lin, Ziyue, et al.
Published: (2025)
by: Lin, Ziyue, et al.
Published: (2025)
Evolving Topics in Federated Learning: Trends, and Emerging Directions for IS
by: Uddin, Md Raihan, et al.
Published: (2024)
by: Uddin, Md Raihan, et al.
Published: (2024)
BERTrend: Neural Topic Modeling for Emerging Trends Detection
by: Boutaleb, Allaa, et al.
Published: (2024)
by: Boutaleb, Allaa, et al.
Published: (2024)
Volume: Trending Topics: Breaking Barriers and Building Futures
by: Susan T. Kater
Published: (2025)
by: Susan T. Kater
Published: (2025)
Poison in the Well: Feature Embedding Disruption in Backdoor Attacks
by: Feng, Zhou, et al.
Published: (2025)
by: Feng, Zhou, et al.
Published: (2025)
Fifteen Years of Learning Analytics Research: Topics, Trends, and Challenges
by: Švábenský, Valdemar, et al.
Published: (2026)
by: Švábenský, Valdemar, et al.
Published: (2026)
Leading from the Middle: An Overview of Current Research and Trends on the Topic
by: Buller, Ryan
Published: (2018)
by: Buller, Ryan
Published: (2018)
Supply-Chain Poisoning Attacks Against LLM Coding Agent Skill Ecosystems
by: Qu, Yubin, et al.
Published: (2026)
by: Qu, Yubin, et al.
Published: (2026)
Sim‐Net: Simulation Net for Solving Seepage Equation Under Unsteady Boundary
by: Daolun Li, et al.
Published: (2024)
by: Daolun Li, et al.
Published: (2024)
Media Specialists--Targeted for TechTrends!
by: Hauser, Judy
Published: (2003)
by: Hauser, Judy
Published: (2003)
Shifting Narratives: A Longitudinal Analysis of Media Trends and Public Attitudes on Homelessness
by: Irudayaraj, Akshay, et al.
Published: (2025)
by: Irudayaraj, Akshay, et al.
Published: (2025)
Robust Federated Contrastive Recommender System against Model Poisoning Attack
by: Yuan, Wei, et al.
Published: (2024)
by: Yuan, Wei, et al.
Published: (2024)
Investigating the Readability and Quality of AI Systems to Trending Questions About Food Poisoning
by: Idris Demirsoy, et al.
Published: (2026)
by: Idris Demirsoy, et al.
Published: (2026)
TopicAttack: An Indirect Prompt Injection Attack via Topic Transition
by: Chen, Yulin, et al.
Published: (2025)
by: Chen, Yulin, et al.
Published: (2025)
Population-Aligned Persona Generation for LLM-based Social Simulation
by: Hu, Zhengyu, et al.
Published: (2025)
by: Hu, Zhengyu, et al.
Published: (2025)
A Survey of Attacks on Large Vision-Language Models: Resources, Advances, and Future Trends
by: Liu, Daizong, et al.
Published: (2024)
by: Liu, Daizong, et al.
Published: (2024)
An Empirical Study on Logging Evolution On Stack Overflow: Trends, Topics, and Challenges
by: Foalem, Patrick Loic, et al.
Published: (2026)
by: Foalem, Patrick Loic, et al.
Published: (2026)
Trends and Topics: Characterizing Echo Chambers' Topological Stability and In-group Attitudes
by: Cau, Erica, et al.
Published: (2023)
by: Cau, Erica, et al.
Published: (2023)
Prevalence and Trends in Global Retractions Explored Through a Topic Lens
by: Zhou, Zhengyi, et al.
Published: (2025)
by: Zhou, Zhengyi, et al.
Published: (2025)
From Outliers to Topics in Language Models: Anticipating Trends in News Corpora
by: Zve, Evangelia, et al.
Published: (2025)
by: Zve, Evangelia, et al.
Published: (2025)
Trends and Topics Evolution in Research on Giftedness in Education: A Bibliometric Analysis
by: Rius Cristina, et al.
Published: (2025)
by: Rius Cristina, et al.
Published: (2025)
Visualization Analysis of Research Hotspots and Trends in Electrochemical Machining Based on Literature Big Data
by: Feng Ji, et al.
Published: (2025)
by: Feng Ji, et al.
Published: (2025)
SimMOF: AI agent for Automated MOF Simulations
by: Lee, Jaewoong, et al.
Published: (2026)
by: Lee, Jaewoong, et al.
Published: (2026)
Similar Items
-
MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants
by: Zhang, Zeyu, et al.
Published: (2024) -
LLM-Enhanced Topical Trend Detection at Snapchat
by: Zhao, Hangqi, et al.
Published: (2026) -
HumanLLM: Towards Personalized Understanding and Simulation of Human Nature
by: Lei, Yuxuan, et al.
Published: (2026) -
FedRecAttack: Model Poisoning Attack to Federated Recommendation
by: Rong, Dazhong, et al.
Published: (2022) -
Scaling Trends for Data Poisoning in LLMs
by: Bowen, Dillon, et al.
Published: (2024)