Who Owns This Sample: Cross-Client Membership Inference Attack in Federated Graph Neural Networks

Membership Inference Attacks and Defenses in Federated Learning: A Survey
by: Bai, Li, et al.
Published: (2024)

Who Owns Our History?
by: Horn, David E.
Published: (1975)

Cross-Modal Unlearning via Influential Neuron Path Editing in Multimodal Large Language Models
by: Li, Kunhao, et al.
Published: (2025)

Deep Learning Model Inversion Attacks and Defenses: A Comprehensive Survey
by: Yang, Wencheng, et al.
Published: (2025)

Membership Inference Attacks Against In-Context Learning
by: Wen, Rui, et al.
Published: (2024)

Membership Inference Attack Against Masked Image Modeling
by: Li, Zheng, et al.
Published: (2024)

Generating Is Believing: Membership Inference Attacks against Retrieval-Augmented Generation
by: Li, Yuying, et al.
Published: (2024)

Rethinking Membership Inference Attacks Against Transfer Learning
by: Wu, Cong, et al.
Published: (2025)

Imitative Membership Inference Attack
by: Du, Yuntao, et al.
Published: (2025)

A Unified Solution to Diverse Heterogeneities in One-shot Federated Learning
by: Bai, Jun, et al.
Published: (2024)

Graph-Level Label-Only Membership Inference Attack against Graph Neural Networks
by: Dai, Jiazhu, et al.
Published: (2025)

Towards Black-Box Membership Inference Attack for Diffusion Models
by: Li, Jingwei, et al.
Published: (2024)

Sampling-based Pseudo-Likelihood for Membership Inference Attacks
by: Kaneko, Masahiro, et al.
Published: (2024)

Who Owns the Output? Bridging Law and Technology in LLMs Attribution
by: Mezzi, Emanuele, et al.
Published: (2025)

Who Owns This Agent? Tracing AI Agents Back to Their Owners
by: Chocron, Ruben, et al.
Published: (2026)

Cascading and Proxy Membership Inference Attacks
by: Du, Yuntao, et al.
Published: (2025)

Find a Scapegoat: Poisoning Membership Inference Attack and Defense to Federated Learning
by: Mo, Wenjin, et al.
Published: (2025)

Membership Inference Attacks Against Vision-Language Models
by: Hu, Yuke, et al.
Published: (2025)

SeqMIA: Sequential-Metric Based Membership Inference Attack
by: Li, Hao, et al.
Published: (2024)

MIST: Defending Against Membership Inference Attacks Through Membership-Invariant Subspace Training
by: Li, Jiacheng, et al.
Published: (2023)

Membership Inference Attack with Partial Features
by: Wang, Xurun, et al.
Published: (2025)

How does Bayesian Sampling help Membership Inference Attacks?
by: Liu, Zhenlong, et al.
Published: (2025)

Ep. 847: Abliterating the AI Schoolmarm: Who Owns Your LLM?
by: Rosehill, Daniel, et al.
Published: (2026)

jrandre2/who-owns-the-floodplain: Who Owns the Flood Plain?
by: Jesse R. Andrews
Published: (2026)

Who Owns the Knowledge? Copyright, GenAI, and the Future of Academic Publishing
by: Kochetkov, Dmitry
Published: (2025)

Who Owns Creativity and Who Does the Work? Trade-offs in LLM-Supported Research Ideation
by: Liu, Houjiang, et al.
Published: (2026)

Membership Inference Attacks Against Video Large Language Models
by: Song, Wei, et al.
Published: (2026)

Membership Inference Attacks on Large-Scale Models: A Survey
by: Wu, Hengyu, et al.
Published: (2025)

Multi-Turn Adaptive Prompting Attack on Large Vision-Language Models
by: Choi, In Chong, et al.
Published: (2026)

Federated Graph Learning with Graphless Clients
by: Fu, Xingbo, et al.
Published: (2024)

Empirical Comparison of Membership Inference Attacks in Deep Transfer Learning
by: Bai, Yuxuan, et al.
Published: (2025)

Membership Inference Attack against Long-Context Large Language Models
by: Wang, Zixiong, et al.
Published: (2024)

Range Membership Inference Attacks
by: Tao, Jiashu, et al.
Published: (2024)

Sequential Membership Inference Attacks
by: Michel, Thomas, et al.
Published: (2026)

United We Defend: Collaborative Membership Inference Defenses in Federated Learning
by: Bai, Li, et al.
Published: (2026)

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems
by: Yang, Peiru, et al.
Published: (2025)