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Misinformation

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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.

SHIELD: A Secure and Highly Enhanced Integrated Learning for Robust Deepfake Detection against Adversarial Attacks

Leveraging Pre-Trained Visual Models for AI-Generated Video Detection

KEN: Knowledge Augmentation and Emotion Guidance Network for Multimodal Fake News Detection

LLM-Stackelberg Games: Conjectural Reasoning Equilibria and Their Applications to Spearphishing

Multi-Agent Retrieval-Augmented Framework for Evidence-Based Counterspeech Against Health Misinformation

The Ethical Implications of AI in Creative Industries: A Focus on AI-Generated Art

LLMs are Introvert

Remember Past, Anticipate Future: Learning Continual Multimodal Misinformation Detectors

A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models

Robustness of Misinformation Classification Systems to Adversarial Examples Through BeamAttack

Persona-Assigned Large Language Models Exhibit Human-Like Motivated Reasoning

Social Media Can Reduce Misinformation When Public Scrutiny is High

PhantomHunter: Detecting Unseen Privately-Tuned LLM-Generated Text via Family-Aware Learning

Veracity: An Open-Source AI Fact-Checking System

RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking

Step-by-Step Reasoning Attack: Revealing 'Erased' Knowledge in Large Language Models

Dataset of News Articles with Provenance Metadata for Media Relevance Assessment

Societal AI Research Has Become Less Interdisciplinary

Can LLMs Ground when they (Don't) Know: A Study on Direct and Loaded Political Questions

In Crowd Veritas: Leveraging Human Intelligence To Fight Misinformation

Evaluation empirique de la sécurisation et de l'alignement de ChatGPT et Gemini: analyse comparative des vulnérabilités par expérimentations de jailbreaks

Lightweight Joint Audio-Visual Deepfake Detection via Single-Stream Multi-Modal Learning Framework

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection

SUCEA: Reasoning-Intensive Retrieval for Adversarial Fact-checking through Claim Decomposition and Editing

When Thinking LLMs Lie: Unveiling the Strategic Deception in Representations of Reasoning Models

Intentionally Unintentional: GenAI Exceptionalism and the First Amendment

SocialDF: Benchmark Dataset and Detection Model for Mitigating Harmful Deepfake Content on Social Media Platforms

Combating Misinformation in the Arab World: Challenges & Opportunities

Facts are Harder Than Opinions -- A Multilingual, Comparative Analysis of LLM-Based Fact-Checking Reliability

Is Perturbation-Based Image Protection Disruptive to Image Editing?

Weak Supervision for Real World Graphs

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation

XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark

Goal-Aware Identification and Rectification of Misinformation in Multi-Agent Systems

Leveraging Knowledge Graphs and LLMs for Structured Generation of Misinformation

Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.