Deep Neural Networks for Bot Detection

12 February 2018

Papers citing "Deep Neural Networks for Bot Detection"

46 / 46 papers shown

Title
A Graph Neural Architecture Search Approach for Identifying Bots in Social Media Georgios Tzoumanekas Michail Chatzianastasis Loukas Ilias George Kiokes J. Psarras D. Askounis GNN 71 0 0 25 Nov 2024
Behavioral Sequence Modeling with Ensemble Learning Maxime Kawawa-Beaudan Srijan Sood Soham Palande Ganapathy Mani T. Balch Manuela Veloso 53 0 0 04 Nov 2024
Human Perception of LLM-generated Text Content in Social Media Environments Kristina Radivojevic Matthew Chou Karla Badillo-Urquiola Paul Brenner DeLMO 32 4 0 10 Sep 2024
Do We Trust What They Say or What They Do? A Multimodal User Embedding Provides Personalized Explanations Zhicheng Ren Zhiping Xiao Yizhou Sun 46 0 0 04 Sep 2024
Applying Ensemble Methods to Model-Agnostic Machine-Generated Text Detection Ivan Ong Boon King Quek DeLMO 23 2 0 18 Jun 2024
A Dynamical Systems Approach to Bots and Online Political Communication Beril Bulat Martin Hilbert AI4CE 31 0 0 28 May 2024
Adversarial Botometer: Adversarial Analysis for Social Bot Detection S. Najari Davood Rafiee Mostafa Salehi R. Farahbakhsh AAML DeLMO 38 1 0 03 May 2024
Spot the bot: Coarse-Grained Partition of Semantic Paths for Bots and Humans Vasilii A. Gromov A. S. Kogan 43 1 0 27 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 30 16 0 01 Feb 2024
Social Media Bot Detection using Dropout-GAN Anant Shukla M. Jureček Mark Stamp 41 2 0 09 Nov 2023
My Brother Helps Me: Node Injection Based Adversarial Attack on Social Bot Detection Lanjun Wang Xinran Qiao Yanwei Xie Weizhi Nie Yongdong Zhang Anan Liu GNN 42 4 0 11 Oct 2023
False Information, Bots and Malicious Campaigns: Demystifying Elements of Social Media Manipulations Mohammad Majid Akhtar Rahat Masood Muhammad Ikram S. Kanhere 30 7 0 24 Aug 2023
Preemptive Detection of Fake Accounts on Social Networks via Multi-Class Preferential Attachment Classifiers Adam Breuer Nazanin Khosravani Michael Tingley Bradford Cottel AAML 19 5 0 10 Aug 2023
SoK: The Ghost Trilemma S. Mukherjee S. Ravi P. Schmitt B. Raghavan 19 0 0 04 Aug 2023
Anatomy of an AI-powered malicious social botnet Kai-Cheng Yang Filippo Menczer DeLMO 43 67 0 30 Jul 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 31 15 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 28 0 0 31 May 2023
From Online Behaviours to Images: A Novel Approach to Social Bot Detection Edoardo Di Paolo M. Petrocchi A. Spognardi 14 6 0 15 Apr 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 38 31 0 17 Jan 2023
Exposing Influence Campaigns in the Age of LLMs: A Behavioral-Based AI Approach to Detecting State-Sponsored Trolls Fatima Ezzeddine Luca Luceri Omran Ayoub Ihab Sbeity Gianluca Nogara Emilio Ferrara Silvia Giordano 30 23 0 17 Oct 2022
MulBot: Unsupervised Bot Detection Based on Multivariate Time Series Lorenzo Mannocci S. Cresci A. Monreale A. Vakali Maurizio Tesconi 21 9 0 21 Sep 2022
Anticipated versus Actual Effects of Platform Design Change: A Case Study of Twitter's Character Limit Kristina Gligorić Justyna Czkestochowska Ashton Anderson Robert West 19 1 0 30 Aug 2022
BIC: Twitter Bot Detection with Text-Graph Interaction and Semantic Consistency Zhenyu Lei Herun Wan Wenqian Zhang Shangbin Feng Zilong Chen Jundong Li Qinghua Zheng Minnan Luo 26 25 0 17 Aug 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 26 84 0 09 Jun 2022
Political Communities on Twitter: Case Study of the 2022 French Presidential Election Hadi Abdine Yanzhu Guo Virgile Rennard Michalis Vazirgiannis 29 5 0 15 Apr 2022
Online User Profiling to Detect Social Bots on Twitter Maryam Heidari James H. Jones Özlem Uzuner 19 63 0 09 Mar 2022
Studying Fake News Spreading, Polarisation Dynamics, and Manipulation by Bots: a Tale of Networks and Language G. Ruffo Alfonso Semeraro Anastasia Giachanou Paolo Rosso 33 67 0 13 Sep 2021
BotSpot: Deep Learning Classification of Bot Accounts within Twitter Christopher Braker S. Shiaeles G. Bendiab N. Savage Konstantinos Limniotis 15 6 0 08 Sep 2021
NRGNN: Learning a Label Noise-Resistant Graph Neural Network on Sparsely and Noisily Labeled Graphs Enyan Dai Charu C. Aggarwal Suhang Wang NoLa 27 114 0 08 Jun 2021
Generating Multi-type Temporal Sequences to Mitigate Class-imbalanced Problem Lun Jiang N. S. Sadghiani Zhuo Tao Andrew Cohen 27 0 0 07 Apr 2021
BERT Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets Fouzi Harrag Maria Dabbah Kareem Darwish Ahmed Abdelali DeLMO 24 24 0 22 Jan 2021
Multi-modal Identification of State-Sponsored Propaganda on Social Media Xiaobo Guo Soroush Vosoughi 23 4 0 24 Dec 2020
Adoption of Twitter's New Length Limit: Is 280 the New 140? Kristina Gligorić Ashton Anderson Robert West VLM 14 6 0 16 Sep 2020
A Survey on Computational Propaganda Detection Giovanni Da San Martino S. Cresci Alberto Barrón-Cedeño Seunghak Yu Roberto Di Pietro Preslav Nakov 38 184 0 15 Jul 2020
Detection of Novel Social Bots by Ensembles of Specialized Classifiers Mohsen Sayyadiharikandeh Onur Varol Kai-Cheng Yang A. Flammini Filippo Menczer AAML 15 222 0 11 Jun 2020
Deep Learning for Political Science Kakia Chatsiou Slava Jankin AI4CE 39 12 0 13 May 2020
Detecting Troll Behavior via Inverse Reinforcement Learning: A Case Study of Russian Trolls in the 2016 US Election Luca Luceri Silvia Giordano Emilio Ferrara 19 5 0 28 Jan 2020
Political Elections Under (Social) Fire? Analysis and Detection of Propaganda on Twitter Ansgar Kellner Lisa Rangosch Christian Wressnegger Konrad Rieck 16 4 0 09 Dec 2019
Scalable and Generalizable Social Bot Detection through Data Selection Kai-Cheng Yang Onur Varol Pik-Mai Hui Filippo Menczer 16 319 0 20 Nov 2019
Graph-Hist: Graph Classification from Latent Feature Histograms With Application to Bot Detection Thomas Magelinski David M. Beskow Kathleen M. Carley 27 27 0 02 Oct 2019
Discovering Differential Features: Adversarial Learning for Information Credibility Evaluation Lianwei Wu Y. Rao Ambreen Nazir Haolin Jin AAML 29 27 0 16 Sep 2019
The Mass, Fake News, and Cognition Security Bin Guo Yasan Ding Yueheng Sun Shuai Ma Ke Li 32 24 0 09 Jul 2019
Incentivized Blockchain-based Social Media Platforms: A Case Study of Steemit Chao Li Balaji Palanisamy 18 98 0 15 Apr 2019
When deep learning meets security Majd Latah FedML 17 5 0 12 Jul 2018
Measuring bot and human behavioral dynamics Iacopo Pozzana Emilio Ferrara 19 49 0 12 Feb 2018
Dissecting a Social Botnet: Growth, Content and Influence in Twitter Norah Abokhodair Daisy Yoo David W. McDonald 42 262 0 13 Apr 2016