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Artificial Intelligence › Core AI ›

Privacy

520 papers

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Papers

SD-CSFL: A Synthetic Data-Driven Conformity Scoring Framework for Robust Federated Learning WACV 2026

Exploring Cross-Lingual Voice Conversion Methods for Anonymizing Low-Resource Text-to-Speech EACL 2026

Defeating Cerberus: Privacy-Leakage Mitigation in Vision Language Models EACL 2026

LLA: Enhancing Security and Privacy for Generative Models with Logic-Locked Accelerators AAAI 2026

FedAU2: Attribute Unlearning for User-Level Federated Recommender Systems with Adaptive and Robust Adversarial Training AAAI 2026

SecMoE: Communication-Efficient Secure MoE Inference via Select-Then-Compute AAAI 2026

Imprint of the Forgotten: Stealthy Membership Inference in Unlearned Graph Neural Networks AAAI 2026

Whispering Agents: A Event-Driven Covert Communication Protocol for the Internet of Agents AAAI 2026

A Content-Preserving Secure Linguistic Steganography AAAI 2026

iSeal: Encrypted Fingerprinting for Reliable LLM Ownership Verification AAAI 2026

When Privacy Meets Recovery: The Overlooked Half of Surrogate-Driven Privacy Preservation for MLLM Editing AAAI 2026

CRIME: Community Rewiring for Influence and Masking Entities in Social Networks (Student Abstract) AAAI 2026

Breaking Cross-View Associations: Byzantine Model Poisoning Attack against Vertical Federated Learning AAAI 2026

Your Inference Request Will Become a Black Box: Confidential Inference for Cloud-based Large Language Models ACL 2026

Erasing Without Remembering: Implicit Knowledge Forgetting in Large Language Models ACL 2026

PII-Bench: Evaluating Query-Aware Privacy Protection Systems ACL 2026

ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance ACL 2026

SharedRequest: Privacy-Preserving Model-Agnostic Inference for Large Language Models ACL 2026

Detecting RAG Extraction Attack via Dual-Path Runtime Integrity Game ACL 2026

Powerful Training-Free Membership Inference Against Fine-Tuned Autoregressive Language Models ACL 2026

Protecting Bystander Privacy via Selective Hearing in Audio LLMs ACL 2026

CoLA: A Choice Leakage Attack Framework to Expose Privacy Risks in Subset Training ACL 2026

CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems ACL 2026

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning ACL 2026

PROMPRINT: Prompt Fingerprinting via First-Token Response for LLM App Cloning Detection ACL 2026