Detection of Misinformation

Elevating Cyber Threat Intelligence against Disinformation Campaigns with LLM-based Concept Extraction and the FakeCTI Dataset

Authors: Domenico Cotroneo, Roberto Natella, Vittorio Orbinato | Published: 2025-05-06
Bias Detection in AI Output
Detection of Misinformation
Information Extraction Method

Data Poisoning for In-context Learning

Authors: Pengfei He, Han Xu, Yue Xing, Hui Liu, Makoto Yamada, Jiliang Tang | Published: 2024-02-03 | Updated: 2025-06-02
Poisoning
Poisoning Attack
Detection of Misinformation

Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method

Authors: Xuan Zhang, Wei Gao | Published: 2023-09-30
Few-Shot Learning
Data Generation Method
Detection of Misinformation

Fact-Checking Complex Claims with Program-Guided Reasoning

Authors: Liangming Pan, Xiaobao Wu, Xinyuan Lu, Anh Tuan Luu, William Yang Wang, Min-Yen Kan, Preslav Nakov | Published: 2023-05-22
Prompt validation
Detection of Misinformation
Real-World Fact-Checking

FNDaaS: Content-agnostic Detection of Fake News sites

Authors: Panagiotis Papadopoulos, Dimitris Spithouris, Evangelos P. Markatos, Nicolas Kourtellis | Published: 2022-12-13 | Updated: 2025-03-18
Detection of Misinformation
Malicious Website Detection
Feature Engineering

Towards Few-Shot Fact-Checking via Perplexity

Authors: Nayeon Lee, Yejin Bang, Andrea Madotto, Madian Khabsa, Pascale Fung | Published: 2021-03-17
Few-Shot Learning
Prompt validation
Detection of Misinformation

Using Blockchain to Rein in The New Post-Truth World and Check The Spread of Fake News

Authors: Adnan Qayyum, Junaid Qadir, Muhammad Umar Janjua, Falak Sher | Published: 2019-03-28
Detection of Misinformation
Psychological Manipulation
Causes of Information Leakage

Fake News Detection on Social Media using Geometric Deep Learning

Authors: Federico Monti, Fabrizio Frasca, Davide Eynard, Damon Mannion, Michael M. Bronstein | Published: 2019-02-10
Data Origins and Evolution
Detection of Misinformation
Information Gathering Methods

Fake News Detection on Social Media: A Data Mining Perspective

Authors: Kai Shu, Amy Sliva, Suhang Wang, Jiliang Tang, Huan Liu | Published: 2017-08-07 | Updated: 2017-09-03
Dissemination of Misinformation on SNS
User Behavior Analysis
Detection of Misinformation

CSI: A Hybrid Deep Model for Fake News Detection

Authors: Natali Ruchansky, Sungyong Seo, Yan Liu | Published: 2017-03-20 | Updated: 2017-09-03
Data Science Methodology
Model Design and Accuracy
Detection of Misinformation