LOBO -- Evaluation of Generalization Deficiencies in Twitter Bot Classifiers

25 September 2018

J. Echeverría

Emiliano De Cristofaro

Papers citing "LOBO -- Evaluation of Generalization Deficiencies in Twitter Bot Classifiers"

20 / 20 papers shown

Title
BSG4Bot: Efficient Bot Detection based on Biased Heterogeneous Subgraphs Hao Miao Zida Liu Jun Gao 73 0 0 07 Oct 2024
BotSSCL: Social Bot Detection with Self-Supervised Contrastive Learning Mohammad Majid Akhtar Navid Shadman Bhuiyan Rahat Masood Muhammad Ikram S. Kanhere AAML SSL 55 0 0 06 Feb 2024
What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection Shangbin Feng Herun Wan Ningnan Wang Zhaoxuan Tan Minnan Luo Yulia Tsvetkov AAML DeLMO 105 17 0 01 Feb 2024
False Information, Bots and Malicious Campaigns: Demystifying Elements of Social Media Manipulations Mohammad Majid Akhtar Rahat Masood Muhammad Ikram S. Kanhere 54 8 0 24 Aug 2023
LMBot: Distilling Graph Knowledge into Language Model for Graph-less Deployment in Twitter Bot Detection Zijian Cai Zhaoxuan Tan Zhenyu Lei Zifeng Zhu Hongrui Wang Qinghua Zheng Minnan Luo 83 16 0 30 Jun 2023
BotArtist: Generic approach for bot detection in Twitter via semi-automatic machine learning pipeline Alexander Shevtsov D. Antonakaki Ioannis Lamprou Polyvios Pratikakis Sotiris Ioannidis 172 0 0 31 May 2023
Demystifying Misconceptions in Social Bots Research S. Cresci Kai-Cheng Yang A. Spognardi Roberto Di Pietro Maurizio Tesconi M. Petrocchi 112 18 0 30 Mar 2023
Simplistic Collection and Labeling Practices Limit the Utility of Benchmark Datasets for Twitter Bot Detection Chris Hays Zachary Schutzman Manish Raghavan Erin Walk Philipp Zimmer 109 34 0 17 Jan 2023
MulBot: Unsupervised Bot Detection Based on Multivariate Time Series Lorenzo Mannocci S. Cresci A. Monreale A. Vakali Maurizio Tesconi 69 9 0 21 Sep 2022
TwiBot-22: Towards Graph-Based Twitter Bot Detection Shangbin Feng Zhaoxuan Tan Herun Wan Ningnan Wang Zilong Chen ... Yanbo Wang Lijing Zheng Zihan Ma Jundong Li Minnan Luo 123 94 0 09 Jun 2022
Political Communities on Twitter: Case Study of the 2022 French Presidential Election Hadi Abdine Yanzhu Guo Virgile Rennard Michalis Vazirgiannis 62 5 0 15 Apr 2022
Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis Chuanpu Fu Qi Li Meng Shen Ke Xu AAML 67 159 0 28 Jun 2021
A Survey on Computational Propaganda Detection Giovanni Da San Martino S. Cresci Alberto Barrón-Cedeño Seunghak Yu Roberto Di Pietro Preslav Nakov 92 190 0 15 Jul 2020
A Decade of Social Bot Detection S. Cresci 114 243 0 23 Jun 2020
Detection of Novel Social Bots by Ensembles of Specialized Classifiers Mohsen Sayyadiharikandeh Onur Varol Kai-Cheng Yang A. Flammini Filippo Menczer AAML 86 224 0 11 Jun 2020
On the Detection of Disinformation Campaign Activity with Network Analysis Luis Vargas Patrick Emami Patrick Traynor 54 69 0 27 May 2020
Scalable and Generalizable Social Bot Detection through Data Selection Kai-Cheng Yang Onur Varol Pik-Mai Hui Filippo Menczer 84 328 0 20 Nov 2019
TED-On: A Total Error Framework for Digital Traces of Human Behavior on Online Platforms Indira Sen Fabian Flöck Katrin Weller Bernd Weiss Claudia Wagner 62 50 0 18 Jul 2019
The Art of Social Bots: A Review and a Refined Taxonomy Majd Latah 32 2 0 08 May 2019
Measuring bot and human behavioral dynamics Iacopo Pozzana Emilio Ferrara 71 49 0 12 Feb 2018