Misinformation Detection and Countermeasures

Research on using LLMs to detect, evaluate, and counter misinformation, including demographic factors in misinformation susceptibility

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Misinformation Detection and Countermeasures

Research on Large Language Models in Misinformation Detection and Countermeasures

Fighting Misinformation with AI

Fighting Misinformation with AI

Evaluating How LLMs Can Counter Political Falsehoods

Group Psychology in LLMs

Group Psychology in LLMs

How belief congruence shapes AI decision-making and security risks

The Demographic Dimension of AI Misinformation

The Demographic Dimension of AI Misinformation

Understanding persuasion dynamics between humans and LLMs across demographic groups

LLMs as Fact-Checking Allies

LLMs as Fact-Checking Allies

Evaluating open-source models for automated misinformation detection

Graph-Based Fact-Checking Framework

Graph-Based Fact-Checking Framework

Enhancing LLM Accuracy in Misinformation Detection

Benchmarking LLMs for Fact-Checking

Benchmarking LLMs for Fact-Checking

A systematic evaluation of how AI models detect false political information

Combating Misinformation with Structured Knowledge

Combating Misinformation with Structured Knowledge

Enhancing fact verification through knowledge-augmented LLMs

The Hidden Threat in AI Conversations

The Hidden Threat in AI Conversations

How LLMs Amplify Implicit Misinformation

LLMs vs. Misinformation: The Adversarial Factuality Challenge

LLMs vs. Misinformation: The Adversarial Factuality Challenge

How open-source LLMs respond to deliberately deceptive prompts

Combating Visual Deception in Data

Combating Visual Deception in Data

How AI Models Perform Against Misleading Charts

Can AI Fact-Check Its Own News?

Can AI Fact-Check Its Own News?

Evaluating LLMs' ability to detect their own misinformation

Evolving Fake News Defense

Evolving Fake News Defense

How LLMs and SLMs Learn from Each Other to Combat Misinformation

Geographic Bias in LLM Fact-Checking

Geographic Bias in LLM Fact-Checking

Uncovering performance disparities across global regions

Tracking LLM-Generated Disinformation

Tracking LLM-Generated Disinformation

New evidence of AI-generated content in multilingual disinformation campaigns

Cross-Domain Misinformation Detection

Cross-Domain Misinformation Detection

A Multi-Agent LLM Framework with Automated Decision Rules

Fighting Telecom Fraud with AI

Fighting Telecom Fraud with AI

First multimodal dataset combining audio signals with reasoning-based text analysis

Early-Stage Fake News Detection

Early-Stage Fake News Detection

Achieving effective detection with limited textual information

AI-Powered News De-biasing

AI-Powered News De-biasing

Using LLMs to detect and neutralize bias in media coverage

Smart Searching for Truth in News

Smart Searching for Truth in News

How query strategies impact misinformation detection

Fighting Fake News with AI Detection

Fighting Fake News with AI Detection

A novel approach to identifying miscaptioned images using latent multimodal reconstruction

Fighting Fake News with EXCLAIM

Fighting Fake News with EXCLAIM

An AI-Powered System for Cross-Modal Misinformation Detection

Combating Fake Reviews Across Languages

Combating Fake Reviews Across Languages

Leveraging LLMs for Multi-Domain Deception Detection

Combating Fake News in Media Videos

Combating Fake News in Media Videos

The first dataset of professionally-produced deceptive news videos

AI-Powered Credibility Detection

AI-Powered Credibility Detection

Using LLMs to Improve Visual Content Trust Assessment

Detecting Fabricated Fallacies Online

Detecting Fabricated Fallacies Online

Generating synthetic fallacious content to improve security measures

Key Takeaways

Summary of Research on Misinformation Detection and Countermeasures