Detection of Misinformation

Fake or Real: The Impostor Hunt in Texts for Space Operations

Authors: Agata Kaczmarek, Dawid Płudowski, Piotr Wilczyński, Przemysław Biecek, Krzysztof Kotowski, Ramez Shendy, Jakub Nalepa, Artur Janicki, Evridiki Ntagiou | Published: 2025-07-17 | Updated: 2025-07-21
データ毒性
Detection of Misinformation
Calculation of Output Harmfulness
2025.07.17 2025.07.23
Literature Database

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
2025.05.06 2025.05.27
Literature Database

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
2024.02.03 2025.06.04
Literature Database

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
2023.09.30 2025.05.28
Literature Database

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
2023.05.22 2025.05.28
Literature Database

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
2022.12.13 2025.05.28
Literature Database

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
2021.03.17 2025.05.28
Literature Database

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
2019.03.28 2025.05.28
Literature Database

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
2019.02.10 2025.05.28
Literature Database

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
2017.08.07 2025.05.28
Literature Database
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