Cover Image

A Practical Synthesis of Detecting AI-Generated Textual, Visual, and Audio Content

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Cao, Lele
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Machine Learning 68T50, 68T45, 68T10, 68T30, 94A08, 62H30, 68U10 I.2.7; I.2.10; I.2.6; H.5.5; K.6.5; K.4.1; I.4.9; H.3.1
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Watermarking for AI Content Detection: A Review on Text, Visual, and Audio Modalities
by: Cao, Lele
Published: (2025)

ADD for Multi-Bit Image Watermarking
by: Luo, An, et al.
Published: (2026)

Dense Video Understanding with Gated Residual Tokenization
by: Zhang, Haichao, et al.
Published: (2025)

Enhancing Maritime Object Detection in Real-Time with RT-DETR and Data Augmentation
by: Nemati, Nader
Published: (2025)

Named entity recognition for Serbian legal documents: Design, methodology and dataset development
by: Kalušev, Vladimir, et al.
Published: (2025)

LinkedOut: Linking World Knowledge Representation Out of Video LLM for Next-Generation Video Recommendation
by: Zhang, Haichao, et al.
Published: (2025)

A Tractography Analysis Framework Using Diffusion Maps to Study Thalamic Connectivity in Traumatic Brain Injury
by: Sharma, Akul, et al.
Published: (2025)

MVTamperBench: Evaluating Robustness of Vision-Language Models
by: Agarwal, Amit, et al.
Published: (2024)

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art
by: Adžemović, Momir
Published: (2025)

Machine Learning and Public Health: Identifying and Mitigating Algorithmic Bias through a Systematic Review
by: Altamirano, Sara, et al.
Published: (2025)

Multimodal AI-based visualization of strategic leaders' emotional dynamics: a deep behavioral analysis of Trump's trade war discourse
by: Meng, Wei
Published: (2025)

Heart Failure Prediction using Modal Decomposition and Masked Autoencoders for Scarce Echocardiography Databases
by: Bell-Navas, Andrés, et al.
Published: (2025)

Real-Time Anomaly Detection with Synthetic Anomaly Monitoring (SAM)
by: Luzio, Emanuele, et al.
Published: (2025)

A Landmark-Aware Visual Navigation Dataset
by: Johnson, Faith, et al.
Published: (2024)

GeoJEPA: Towards Eliminating Augmentation- and Sampling Bias in Multimodal Geospatial Learning
by: Lundqvist, Theodor, et al.
Published: (2025)

TerraSeg: Self-Supervised Ground Segmentation for Any LiDAR
by: Lentsch, Ted, et al.
Published: (2026)

UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes
by: Lentsch, Ted, et al.
Published: (2024)

LLM-supported document separation for printed reviews from zbMATH Open
by: Pluzhnikov, Ivan, et al.
Published: (2026)

Position: Age Estimation Models Do Not Process Biometric Data
by: Marshalkin, Nikita
Published: (2026)

Machine learning technique for morphological classification of galaxies from SDSS. IV. Visual inspection vs CNN for merging, irregular, edge-on, barred, ringed, and with dust lanes galaxies at 0.02<z<0.1
by: V., Dobrycheva D., et al.
Published: (2026)

IG Parser: A Software Package for the Encoding of Institutional Statements using the Institutional Grammar
by: Frantz, Christopher K.
Published: (2025)

Emerging-properties Mapping Using Spatial Embedding Statistics: EMUSES
by: Foulon, Chris, et al.
Published: (2024)

Meaning over Motion: A Semantic-First Approach to 360° Viewport Prediction
by: Khah, Arman Nik, et al.
Published: (2026)

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives
by: He, Shijing, et al.
Published: (2025)

From Particles to Agents: Hallucination as a Metric for Cognitive Friction in Spatial Simulation
by: Sánchez-Vaquerizo, Javier Argota, et al.
Published: (2026)

MRMS-Net and LMRMS-Net: Scalable Multi-Representation Multi-Scale Networks for Time Series Classification
by: Alagöz, Celal, et al.
Published: (2026)

Classifier Calibration at Scale: An Empirical Study of Model-Agnostic Post-Hoc Methods
by: Manokhin, Valery, et al.
Published: (2026)

i-DEQ: A stable inertial deep equilibrium model for image restoration
by: Clerc, Antonin, et al.
Published: (2026)

VQToken: Neural Discrete Token Representation Learning for Extreme Token Reduction in Video Large Language Models
by: Zhang, Haichao, et al.
Published: (2025)

Extraction Of Cumulative Blobs From Dynamic Gestures
by: Naulakha, Rishabh, et al.
Published: (2025)

Polarization-Based Eye Tracking with Personalized Siamese Architectures
by: Kalkanli, Beyza, et al.
Published: (2026)

WSCIF: A Weakly-Supervised Color Intelligence Framework for Tactical Anomaly Detection in Surveillance Keyframes
by: Meng, Wei
Published: (2025)

Semantically Guided Adversarial Testing of Vision Models Using Language Models
by: Filus, Katarzyna, et al.
Published: (2025)

Person detection and re-identification in open-world settings of retail stores and public spaces
by: Brkljač, Branko, et al.
Published: (2025)

Contract-Driven QoE Auditing for Speech and Singing Services: From MOS Regression to Service Graphs
by: Du, Wenzhang
Published: (2025)

Transforming faces into video stories -- VideoFace2.0
by: Brkljač, Branko, et al.
Published: (2025)

Fixed-Threshold Evaluation of a Hybrid CNN-ViT for AI-Generated Image Detection Across Photos and Art
by: Khan, Md Ashik, et al.
Published: (2025)

AVATAAR: Agentic Video Answering via Temporal Adaptive Alignment and Reasoning
by: Patel, Urjitkumar, et al.
Published: (2025)

See What You Need: Query-Aware Visual Intelligence through Reasoning-Perception Loops
by: Dong, Zixuan, et al.
Published: (2025)

Benchmarking changepoint detection algorithms on cardiac time series
by: Cakmak, Ayse, et al.
Published: (2024)