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Security and Privacy on Generative Data in AIGC: A Survey

https://doi.org/10.1145/3703626
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-031-19781-9_9openalex-snapshot
RepMix: Representation Mixing for Robust Attribution of Synthesized Images
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Level Up the Deepfake Detection: A Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models
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Visual privacy attacks and defenses in deep learning: a survey
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PPUP-GAN: A GAN-based privacy-protecting method for aerial photography
inferredcites →https://doi.org/10.1016/j.neucom.2022.06.039openalex-snapshot
IdentityDP: Differential private identification protection for face images
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Proactive image manipulation detection via deep semi-fragile watermark
inferredcites →https://doi.org/10.1016/j.patcog.2025.112780openalex-snapshot
DiffProtect: Generative adversarial examples using diffusion models for facial privacy protection
inferredcites →https://doi.org/10.1016/s0898-1221(96)90463-0openalex-snapshot
Advances in neural information processing systems 7
inferredcites →https://doi.org/10.1109/access.2023.3235969openalex-snapshot
A Hybrid Approach With GAN and DP for Privacy Preservation of IIoT Data
inferredcites →https://doi.org/10.1109/access.2024.3356122openalex-snapshot
CIFAKE: Image Classification and Explainable Identification of AI-Generated Synthetic Images
inferredcites →https://doi.org/10.1109/aivr56993.2022.00019openalex-snapshot
VR, Deepfakes and Epistemic Security
inferredcites →https://doi.org/10.1109/apsipaasc58517.2023.10317126openalex-snapshot
AI-Generated Image Detection using a Cross-Attention Enhanced Dual-Stream Network
inferredcites →https://doi.org/10.1109/comst.2022.3202047openalex-snapshot
A Survey on Metaverse: Fundamentals, Security, and Privacy
inferredcites →https://doi.org/10.1109/comst.2024.3353265openalex-snapshot
Unleashing the Power of Edge-Cloud Generative AI in Mobile Networks: A Survey of AIGC Services
inferredcites →https://doi.org/10.1109/cvpr.2019.00453openalex-snapshot
A Style-Based Generator Architecture for Generative Adversarial Networks
inferredcites →https://doi.org/10.1109/cvpr.2019.01153openalex-snapshot
Detecting Overfitting of Deep Generative Networks via Latent Recovery
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00641openalex-snapshot
Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation with Manipulable Semantics
inferredcites →https://doi.org/10.1109/cvpr52729.2023.00586openalex-snapshot
Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models
inferredcites →https://doi.org/10.1109/cvpr52729.2023.01223openalex-snapshot
DCFace: Synthetic Face Generation with Dual Condition Diffusion Model
inferredcites →https://doi.org/10.1109/cvpr52729.2023.01522openalex-snapshot
Progressive Open Space Expansion for Open-Set Model Attribution
inferredcites →https://doi.org/10.1109/cvpr52729.2023.02157openalex-snapshot
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models
inferredcites →https://doi.org/10.1109/cvpr52733.2024.01027openalex-snapshot
ProMark: Proactive Diffusion Watermarking for Causal Attribution
inferredcites →https://doi.org/10.1109/cvpr52733.2024.01156openalex-snapshot
Gaussian Shading: Provable Performance-Lossless Image Watermarking for Diffusion Models
inferredcites →https://doi.org/10.1109/cvpr52733.2024.02286openalex-snapshot
MetaCloak: Preventing Unauthorized Subject-Driven Text-to-Image Diffusion-Based Synthesis via Meta-Learning
inferredcites →https://doi.org/10.1109/cvprw59228.2023.00096openalex-snapshot
AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics
inferredcites →https://doi.org/10.1109/cvprw63382.2024.00182openalex-snapshot
Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models
inferredcites →https://doi.org/10.1109/icassp49357.2023.10095167openalex-snapshot
On The Detection of Synthetic Images Generated by Diffusion Models
inferredcites →https://doi.org/10.1109/iccv.2019.00765openalex-snapshot
Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints
inferredcites →https://doi.org/10.1109/iccv48922.2021.00663openalex-snapshot
When do GANs replicate? On the choice of dataset size
inferredcites →https://doi.org/10.1109/iccv48922.2021.01383openalex-snapshot
Towards Discovery and Attribution of Open-world GAN Generated Images
inferredcites →https://doi.org/10.1109/iccv48922.2021.01418openalex-snapshot
Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data
inferredcites →https://doi.org/10.1109/iccv48922.2021.01588openalex-snapshot
Attack as the Best Defense: Nullifying Image-to-image Translation GANs via Limit-aware Adversarial Attack
inferredcites →https://doi.org/10.1109/iccv51070.2023.00230openalex-snapshot
Erasing Concepts from Diffusion Models
inferredcites →https://doi.org/10.1109/iccv51070.2023.00475openalex-snapshot
Divide and Conquer: a Two-Step Method for High Quality Face De-identification with Model Explainability
inferredcites →https://doi.org/10.1109/iccv51070.2023.00661openalex-snapshot
Evaluating Data Attribution for Text-to-Image Models
inferredcites →https://doi.org/10.1109/iccv51070.2023.01800openalex-snapshot
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models
inferredcites →https://doi.org/10.1109/iccv51070.2023.02051openalex-snapshot
DIRE for Diffusion-Generated Image Detection
inferredcites →https://doi.org/10.1109/iccv51070.2023.02053openalex-snapshot
The Stable Signature: Rooting Watermarks in Latent Diffusion Models
inferredcites →https://doi.org/10.1109/iccv51070.2023.02074openalex-snapshot
Ablating Concepts in Text-to-Image Diffusion Models
inferredcites →https://doi.org/10.1109/iccvw60793.2023.00051openalex-snapshot
Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality
inferredcites →https://doi.org/10.1109/icip49359.2023.10222083openalex-snapshot
Artifact: A Large-Scale Dataset With Artificial And Factual Images For Generalizable And Robust Synthetic Image Detection
inferredcites →https://doi.org/10.1109/jstsp.2020.3002101openalex-snapshot
Media Forensics and DeepFakes: An Overview
inferredcites →https://doi.org/10.1109/lsp.2023.3289392openalex-snapshot
Identifiable Face Privacy Protection via Virtual Identity Transformation
inferredcites →https://doi.org/10.1109/mnet.2024.3352917openalex-snapshot
Semantic Communications for Artificial Intelligence Generated Content (AIGC) Toward Effective Content Creation
inferredcites →https://doi.org/10.1109/mnet.2024.3366560openalex-snapshot
A Revolution of Personalized Healthcare: Enabling Human Digital Twin With Mobile AIGC
inferredcites →https://doi.org/10.1109/mwc.003.2300053openalex-snapshot
Blockchain-Empowered Lifecycle Management for AI-Generated Content Products in Edge Networks
inferredcites →https://doi.org/10.1109/sp40001.2021.00019openalex-snapshot
Machine Unlearning
inferredcites →https://doi.org/10.1109/sp54263.2024.00209openalex-snapshot
PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification
inferredcites →https://doi.org/10.1109/taslp.2023.3294715openalex-snapshot
Hate Speech Detection via Dual Contrastive Learning
inferredcites →https://doi.org/10.1109/tbiom.2024.3449849openalex-snapshot
Seeing is Not Believing: An Identity Hider for Human Vision Privacy Protection
inferredcites →https://doi.org/10.1109/tdsc.2022.3233580openalex-snapshot
RDP-GAN: A Rényi-Differential Privacy Based Generative Adversarial Network
inferredcites →https://doi.org/10.1109/tifs.2023.3262156openalex-snapshot
Information-Containing Adversarial Perturbation for Combating Facial Manipulation Systems
inferredcites →https://doi.org/10.1109/tnnls.2020.3027617openalex-snapshot
Disentangled Representation Learning for Multiple Attributes Preserving Face Deidentification
inferredcites →https://doi.org/10.1109/tpami.2023.3290175openalex-snapshot
3D-Aware Adversarial Makeup Generation for Facial Privacy Protection
inferredcites →https://doi.org/10.1109/wacv48630.2021.00339openalex-snapshot
Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples
inferredcites →https://doi.org/10.1109/wacv56688.2023.00138openalex-snapshot
DeepPrivacy2: Towards Realistic Full-Body Anonymization
inferredcites →https://doi.org/10.1109/wacv56688.2023.00467openalex-snapshot
TI 2 Net: Temporal Identity Inconsistency Network for Deepfake Detection
inferredcites →https://doi.org/10.1109/wacv57701.2024.00402openalex-snapshot
Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage Analysis
inferredcites →https://doi.org/10.1126/science.aal4230openalex-snapshot
Semantics derived automatically from language corpora contain human-like biases
inferredcites →https://doi.org/10.1145/2976749.2978318openalex-snapshot
Deep Learning with Differential Privacy
inferredcites →https://doi.org/10.1145/3292500.3330955openalex-snapshot
Assessing The Factual Accuracy of Generated Text
inferredcites →https://doi.org/10.1145/3422622openalex-snapshot
Generative adversarial networks
inferredcites →https://doi.org/10.1145/3425780openalex-snapshot
The Creation and Detection of Deepfakes
inferredcites →https://doi.org/10.1145/3436755openalex-snapshot
When Machine Learning Meets Privacy
inferredcites →https://doi.org/10.1145/3442188.3445922openalex-snapshot
On the Dangers of Stochastic Parrots
inferredcites →https://doi.org/10.1145/3447548.3467158openalex-snapshot
Generating Mobility Trajectories with Retained Data Utility
inferredcites →https://doi.org/10.1145/3461702.3462624openalex-snapshot
Persistent Anti-Muslim Bias in Large Language Models
inferredcites →https://doi.org/10.1145/3477495.3532044openalex-snapshot
Privacy-Preserving Synthetic Data Generation for Recommendation Systems
inferredcites →https://doi.org/10.1145/3487890openalex-snapshot
Artificial Intelligence Security: Threats and Countermeasures
inferredcites →https://doi.org/10.1145/3503161.3548110openalex-snapshot
On Generating Identifiable Virtual Faces
inferredcites →https://doi.org/10.1145/3576915.3616588openalex-snapshot
DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation Models
inferredcites →https://doi.org/10.1145/3576915.3616679openalex-snapshot
Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-Image Models
inferredcites →https://doi.org/10.1145/3581783.3612448openalex-snapshot
Flexible and Secure Watermarking for Latent Diffusion Model
inferredcites →https://doi.org/10.1145/3592572.3592846openalex-snapshot
Improving Synthetically Generated Image Detection in Cross-Concept Settings
inferredcites →https://doi.org/10.1145/3658644.3670284openalex-snapshot
GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models
inferredcites →https://doi.org/10.1145/3658644.3670344openalex-snapshot
MGTBench: Benchmarking Machine-Generated Text Detection
inferredcites →https://doi.org/10.1145/3691626openalex-snapshot
A Survey of Text Watermarking in the Era of Large Language Models
inferredcites →https://doi.org/10.1186/s42400-026-00582-7openalex-snapshot
Towards trustworthy management of AIGC copyright: blockchain-enabled full lifecycle recording and multi-party auditing approach
inferredcites →https://doi.org/10.1371/journal.pone.0251415openalex-snapshot
TweepFake: About detecting deepfake tweets
inferredcites →https://doi.org/10.1371/journal.pone.0267976openalex-snapshot
SinGAN-Seg: Synthetic training data generation for medical image segmentation
inferredcites →https://doi.org/10.14722/ndss.2024.24200openalex-snapshot
Detecting Voice Cloning Attacks via Timbre Watermarking
inferredcites →https://doi.org/10.1609/aaai.v36i4.20391openalex-snapshot
Deepfake Network Architecture Attribution
inferredcites →https://doi.org/10.1609/aaai.v37i12.26752openalex-snapshot
A Holistic Approach to Undesired Content Detection in the Real World
inferredcites →https://doi.org/10.18653/v1/2021.findings-emnlp.172openalex-snapshot
TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation
inferredcites →https://doi.org/10.18653/v1/2023.findings-emnlp.68openalex-snapshot
The Internal State of an LLM Knows When It’s Lying
inferredcites →https://doi.org/10.18653/v1/2024.acl-long.4openalex-snapshot
PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models
inferredcites →https://doi.org/10.18653/v1/2024.acl-long.83openalex-snapshot
WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models
inferredcites →https://doi.org/10.18653/v1/2024.emnlp-main.476openalex-snapshot
Walking in Others’ Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias
inferredcites →https://doi.org/10.18653/v1/2024.findings-naacl.29openalex-snapshot
LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?
inferredcites →https://doi.org/10.18653/v1/2024.naacl-longopenalex-snapshot
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
inferredcites →https://doi.org/10.18653/v1/d19-1339openalex-snapshot
The Woman Worked as a Babysitter: On Biases in Language Generation
inferredcites →https://doi.org/10.18653/v1/p19-3019openalex-snapshot
GLTR: Statistical Detection and Visualization of Generated Text
inferredcites →https://doi.org/10.24963/ijcai.2023/803openalex-snapshot
A Pathway Towards Responsible AI Generated Content
inferredcites →https://doi.org/10.36227/techrxiv.170723324.44685515/v1openalex-snapshot
Detecting Multimedia Generated by Large AI Models: A Survey
inferredcites →https://doi.org/10.48550/arxiv.1812.08685openalex-snapshot
DeepFakes: a New Threat to Face Recognition? Assessment and Detection
inferredcites →https://doi.org/10.48550/arxiv.2006.11239openalex-snapshot
Denoising Diffusion Probabilistic Models
inferredcites →https://doi.org/10.48550/arxiv.2110.01963openalex-snapshot
Multimodal datasets: misogyny, pornography, and malignant stereotypes
inferredcites →https://doi.org/10.48550/arxiv.2110.06674openalex-snapshot
Truthful AI: Developing and governing AI that does not lie
inferredcites →https://doi.org/10.48550/arxiv.2112.10741openalex-snapshot
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models
inferredcites →https://doi.org/10.48550/arxiv.2204.09391openalex-snapshot
You Are What You Write: Preserving Privacy in the Era of Large Language Models
inferredcites →https://doi.org/10.48550/arxiv.2209.03742openalex-snapshot
SynSciPass: detecting appropriate uses of scientific text generation
inferredcites →https://doi.org/10.48550/arxiv.2209.07858openalex-snapshot
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned
inferredcites →https://doi.org/10.48550/arxiv.2210.04610openalex-snapshot
Red-Teaming the Stable Diffusion Safety Filter
inferredcites →https://doi.org/10.48550/arxiv.2210.08402openalex-snapshot
LAION-5B: An open large-scale dataset for training next generation image-text models
inferredcites →https://doi.org/10.48550/arxiv.2210.09929openalex-snapshot
Differentially Private Diffusion Models
inferredcites →https://doi.org/10.48550/arxiv.2210.12231openalex-snapshot
Reducing Training Sample Memorization in GANs by Training with Memorization Rejection
inferredcites →https://doi.org/10.48550/arxiv.2210.14896openalex-snapshot
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models
inferredcites →https://doi.org/10.48550/arxiv.2301.07597openalex-snapshot
How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection
inferredcites →https://doi.org/10.48550/arxiv.2302.04062openalex-snapshot
Machine Learning for Synthetic Data Generation: A Review
inferredcites →https://doi.org/10.48550/arxiv.2302.13861openalex-snapshot
Differentially Private Diffusion Models Generate Useful Synthetic Images
inferredcites →https://doi.org/10.48550/arxiv.2303.10137openalex-snapshot
A Recipe for Watermarking Diffusion Models
inferredcites →https://doi.org/10.48550/arxiv.2304.01487openalex-snapshot
To ChatGPT, or not to ChatGPT: That is the question!
inferredcites →https://doi.org/10.48550/arxiv.2305.07969openalex-snapshot
GPT-Sentinel: Distinguishing Human and ChatGPT Generated Content
inferredcites →https://doi.org/10.48550/arxiv.2305.08694openalex-snapshot
A Reproducible Extraction of Training Images from Diffusion Models
inferredcites →https://doi.org/10.48550/arxiv.2305.12502openalex-snapshot
Watermarking Diffusion Model
inferredcites →https://doi.org/10.48550/arxiv.2305.14325openalex-snapshot
Improving Factuality and Reasoning in Language Models through Multiagent Debate
inferredcites →https://doi.org/10.48550/arxiv.2305.15047openalex-snapshot
Ghostbuster: Detecting Text Ghostwritten by Large Language Models
inferredcites →https://doi.org/10.48550/arxiv.2305.16310openalex-snapshot
Securing Deep Generative Models with Universal Adversarial Signature
inferredcites →https://doi.org/10.48550/arxiv.2305.18398openalex-snapshot
Mitigating Inappropriateness in Image Generation: Can there be Value in Reflecting the World's Ugliness?
inferredcites →https://doi.org/10.48550/arxiv.2306.00419openalex-snapshot
Challenges and Remedies to Privacy and Security in AIGC: Exploring the Potential of Privacy Computing, Blockchain, and Beyond
inferredcites →https://doi.org/10.48550/arxiv.2306.04642openalex-snapshot
DiffusionShield: A Watermark for Copyright Protection against Generative Diffusion Models
inferredcites →https://doi.org/10.48550/arxiv.2306.05524openalex-snapshot
On the Detectability of ChatGPT Content: Benchmarking, Methodology, and Evaluation through the Lens of Academic Writing
inferredcites →https://doi.org/10.48550/arxiv.2306.07754openalex-snapshot
Generative Watermarking Against Unauthorized Subject-Driven Image Synthesis
inferredcites →https://doi.org/10.48550/arxiv.2309.05940openalex-snapshot
Catch You Everything Everywhere: Guarding Textual Inversion via Concept Watermarking
inferredcites →https://doi.org/10.48550/arxiv.2310.07521openalex-snapshot
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity
inferredcites →https://doi.org/10.48550/arxiv.2311.00962openalex-snapshot
Detecting Generated Images by Real Images Only
inferredcites →https://doi.org/10.48550/arxiv.2311.12397openalex-snapshot
PatchCraft: Exploring Texture Patch for Efficient AI-generated Image Detection
inferredcites →https://doi.org/10.48550/arxiv.2402.00045openalex-snapshot
Detecting Multimedia Generated by Large AI Models: A Survey
inferredcites →https://doi.org/10.48550/arxiv.2402.15430openalex-snapshot
Hierarchical Invariance for Robust and Interpretable Vision Tasks at Larger Scales
inferredcites →https://doi.org/10.52202/068431-2119openalex-snapshot
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset
inferredcites →https://doi.org/10.52202/068431-2506openalex-snapshot
Factuality Enhanced Language Models for Open-Ended Text Generation
inferredcites →https://doi.org/10.52202/068431-2773openalex-snapshot
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models
inferredcites →https://doi.org/10.52202/075280-0751openalex-snapshot
Selective Amnesia: A Continual Learning Approach to Forgetting in Deep Generative Models
inferredcites →https://doi.org/10.52202/075280-0944openalex-snapshot
LeanDojo: Theorem Proving with Retrieval-Augmented Language Models
inferredcites →https://doi.org/10.52202/075280-1706openalex-snapshot
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
inferredcites →https://doi.org/10.52202/075280-3398openalex-snapshot
GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Copyright-aware adversarial perturbation for preventing unauthorized image generation in diffusion models
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Evolutionary game analysis of stakeholder privacy management in the AIGC model
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Identifying artificial intelligence-generated content using the DistilBERT transformer and NLP techniques
inferred← citeshttps://doi.org/10.1051/shsconf/202521302044openalex-snapshot
The Dilemma of Cross-Border Data Flow Governance in the AIGC Era and the Game of Rules in International Relations
inferred← citeshttps://doi.org/10.1075/is.25116.mazopenalex-snapshot
Anthropomorphism, dependency, and trust in Generative Artificial Intelligence
inferred← citeshttps://doi.org/10.1080/23736992.2024.2418053openalex-snapshot
The “Trolley Problem” in Fully Automated AI-Driven Media: A Challenge Beyond Autonomous Driving
inferred← citeshttps://doi.org/10.1109/access.2024.3416458openalex-snapshot
Decentralized Deepfake Task Management Algorithm Based on Blockchain and Edge Computing
inferred← citeshttps://doi.org/10.1109/avss65446.2025.11149894openalex-snapshot
Latent Orthogonal Perturbation: A Data Poisoning Approach to Prevent Unauthorized LoRA Fine-Tuning
inferred← citeshttps://doi.org/10.1109/bdpc69980.2026.11608049openalex-snapshot
GRAD: Gradient-based Robustness Audit for Multimodal Diffusion Models
inferred← citeshttps://doi.org/10.1109/comst.2025.3646700openalex-snapshot
Generative AI-Empowered Secure Communications in Space–Air–Ground Integrated Networks: A Survey and Tutorial
inferred← citeshttps://doi.org/10.1109/cress68073.2025.11452476openalex-snapshot
AIGC-HRSTG: Dissecting API Behaviors in Encrypted AIGC Traffic via Heterogeneous-Relational Spatio-Temporal Graph Learning
inferred← citeshttps://doi.org/10.1109/cvpr52733.2024.01028openalex-snapshot
CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion
inferred← citeshttps://doi.org/10.1109/eespe63401.2025.10986983openalex-snapshot
Construction and Application Research of University Academic Early Warning System Based on AIGC Technology
inferred← citeshttps://doi.org/10.1109/iccv51701.2025.00237openalex-snapshot
FDPT: Federated Discrete Prompt Tuning for Black-Box Visual-Language Models
inferred← citeshttps://doi.org/10.1109/icosaas68663.2026.11649096openalex-snapshot
Privacy-Aware AI Logging Framework for Omni-commerce Applications
inferred← citeshttps://doi.org/10.1109/ijcb62174.2024.10744490openalex-snapshot
DDAP: Dual-Domain Anti-Personalization against Text-to-Image Diffusion Models
inferred← citeshttps://doi.org/10.1109/iotm.001.2400004openalex-snapshot
Security Risks Concerns of Generative AI in the IoT
inferred← citeshttps://doi.org/10.1109/ism66958.2025.00011openalex-snapshot
Exploring Privacy and Security Risks in LLMs: Data Leakage, Prompt Injection, and Membership Inference
inferred← citeshttps://doi.org/10.1109/iwqos65803.2025.11143280openalex-snapshot
Exploring Cooperative Caching for AI-Generated Content Inference in Edge Networks
inferred← citeshttps://doi.org/10.1109/jiot.2026.3684800openalex-snapshot
Holo-Code: A Robust and Statistically Lossless Holographic Watermarking Framework for AIGC in Cloud–Edge IoT
inferred← citeshttps://doi.org/10.1109/jiot.2026.3685802openalex-snapshot
A Scalable Dual-Layer Blockchain Framework for Trustworthy and Efficient Full-Lifecycle AIGC Copyright Management
inferred← citeshttps://doi.org/10.1109/ltdh64262.2024.00043openalex-snapshot
Evaluation and Optimization Path Generation of College Students' Innovation and Entrepreneurship Projects Integrating AIGC Technology
inferred← citeshttps://doi.org/10.1109/mci.2026.3678879openalex-snapshot
Affective Computing in the Age of GenAI: Balancing Risks and Rewards
inferred← citeshttps://doi.org/10.1109/mcom.004.2500025openalex-snapshot
Generative AI-Driven Cross-Layer Covert Communication: Fundamentals, Framework, and Case Study
inferred← citeshttps://doi.org/10.1109/tbiom.2024.3449849openalex-snapshot
Seeing is Not Believing: An Identity Hider for Human Vision Privacy Protection
inferred← citeshttps://doi.org/10.1109/tce.2025.3644940openalex-snapshot
RO-SVD+: A Hardware-Based Framework Against AI Attacks for Cost-Effective GenAI Copyright Protection in Consumer Electronics
inferred← citeshttps://doi.org/10.1109/tcsvt.2025.3642768openalex-snapshot
Take Fake as Real: Realistic-Like Robust Black-Box Adversarial Attack to Evade AIGC Detection
inferred← citeshttps://doi.org/10.1109/tem.2024.3472292openalex-snapshot
Toward Trustworthy Governance of AI-Generated Content (AIGC): A Blockchain-Driven Regulatory Framework for Secure Digital Ecosystems
inferred← citeshttps://doi.org/10.1109/tifs.2026.3714133openalex-snapshot
Forgotten Horizons in Concept Erasure: Safeguarding Close-Proximity Concepts in Text-to-Image Models
inferred← citeshttps://doi.org/10.1109/tifs.2026.3723118openalex-snapshot
Suspicious Frequency Amplified Hybrid Framework for Generalizable AIGC Image Detection
inferred← citeshttps://doi.org/10.1109/tip.2026.3712345openalex-snapshot
Safe Image Generation via Lightweight Concept Erasure in Diffusion Models
inferred← citeshttps://doi.org/10.1109/tkde.2026.3673320openalex-snapshot
Structure-Aware Conditional Diffusion Generation for Incomplete Multi-View Clustering
inferred← citeshttps://doi.org/10.1109/tmc.2025.3551597openalex-snapshot
Vision Language Model-Empowered Contract Theory for AIGC Task Allocation in Teleoperation
inferred← citeshttps://doi.org/10.1109/tpami.2025.3605195openalex-snapshot
Make Identity Indistinguishable: Utility-Preserving Face Dataset Publication With Provable Privacy Guarantees
inferred← citeshttps://doi.org/10.1109/tsc.2026.3680581openalex-snapshot
Combating Free-Riding in AIGC Service System: A Decentralized Reputation-Based Model Management Approach
inferred← citeshttps://doi.org/10.1111/exsy.70397openalex-snapshot
A Comprehensive Review of Generative Adversarial Networks in Deep Learning: Emerging Applications and Hybrid Architectures
inferred← citeshttps://doi.org/10.1145/3729418openalex-snapshot
Anonymization Techniques for Behavioral Biometric Data: A Survey
inferred← citeshttps://doi.org/10.1145/3746027.3754992openalex-snapshot
ICE: Intercede Concept Erasure in Text-to-Image Diffusion Models
inferred← citeshttps://doi.org/10.1145/3760526openalex-snapshot
Advancements in AI-Generated Content Forensics: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1145/3770853openalex-snapshot
Digital Privacy Under Attack: Challenges and Enablers
inferred← citeshttps://doi.org/10.1145/3779060openalex-snapshot
Adversarial Face Database against Deep Learning-Enabled Reconstruction Attacks
inferred← citeshttps://doi.org/10.1148/ryai.250273openalex-snapshot
Rethinking Privacy in Medical Imaging AI: From Metadata and Pixel-Level Identification Risks to Federated Learning and Synthetic Data Challenges
inferred← citeshttps://doi.org/10.1177/01655515251365575openalex-snapshot
Identification of AIGC and human-generated implicitly toxic content on social media
inferred← citeshttps://doi.org/10.1177/01655515261471855openalex-snapshot
From evaluation to adoption: Understanding user perceptions and drivers toward artificial intelligence–generated content adoption on social media
inferred← citeshttps://doi.org/10.1177/21582440251401651openalex-snapshot
AIGC Technology in the Fintech Sector: An Analysis of Theme Evolution Based on the BERTopic Model
inferred← citeshttps://doi.org/10.12677/ecl.2025.14113693openalex-snapshot
The Opportunities and Challenges of AI-Generated Content in Effecting a Paradigm Shift in User Experience and Consumer Psychology
inferred← citeshttps://doi.org/10.12688/f1000research.182166.1openalex-snapshot
Artificial Intelligence and Image Manipulation in social media: A TCCM-Based Review of Privacy Implications
inferred← citeshttps://doi.org/10.16997/jdd.1625openalex-snapshot
The Case for Using Generative AI to Run Deliberation Simulations
inferred← citeshttps://doi.org/10.2139/ssrn.5059403openalex-snapshot
Generative AI For Predictive Credit Scoring And Lending Decisions Investigating How AI Is Revolutionising Credit Risk Assessments And Automating Loan Approval Processes In Banking
inferred← citeshttps://doi.org/10.2139/ssrn.5180680openalex-snapshot
Mapping the Emotional Landscape of Ai Interactions for Human-Centered Ai Development
inferred← citeshttps://doi.org/10.2139/ssrn.6482425openalex-snapshot
Research on Tourists’ Experience of AI-Generated Content in the Context of Human-AI Interaction
inferred← citeshttps://doi.org/10.2196/59792openalex-snapshot
Generative AI Models in Time-Varying Biomedical Data: Scoping Review
inferred← citeshttps://doi.org/10.3389/fpsyg.2025.1644209openalex-snapshot
Research on the influencing factors of generative artificial intelligence usage intent in post-secondary education: an empirical analysis based on the AIDUA extended model
inferred← citeshttps://doi.org/10.3389/fspor.2025.1597444openalex-snapshot
Algorithmic fandom: how generative AI is reshaping sports marketing, fan engagement, and the integrity of sport
inferred← citeshttps://doi.org/10.3390/app15062914openalex-snapshot
Differential Privacy in Federated Learning: An Evolutionary Game Analysis
inferred← citeshttps://doi.org/10.3390/e27030283openalex-snapshot
Backdoor Training Paradigm in Generative Adversarial Networks
inferred← citeshttps://doi.org/10.34133/research.0804openalex-snapshot
Generative Artificial Intelligence in the Metaverse Era: A Review on Models and Applications
inferred← citeshttps://doi.org/10.53941/tai.2025.100009openalex-snapshot
Recent Advances in Artificial Intelligence for Management and Financial Technology
inferred← citeshttps://doi.org/10.9781/ijimai.2024.02.011openalex-snapshot
Generative Artificial Intelligence in Education: From Deceptive to Disruptive.
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