conftrace_

← Application Areas

Machine Learning › Application Areas ›

Privacy

2,847 papers

Papers per year

1

2

1

3

7

10

7

18

23

40

65

135

172

294

353

489

513

532

182

'15

'20

'25

Papers

FiMMIA: scaling semantic perturbation-based membership inference across modalities EACL 2026

CAPID: Context-Aware PII Detection for Question-Answering Systems EACL 2026

Synthetic Doctor-Patient Dialogue Generation for Robust Medical ASR: A Scalable Pipeline for Vocabulary Expansion and Privacy Preservation EACL 2026

Continual Pretraining on Encrypted Synthetic Data for Privacy-Preserving LLMs EACL 2026

Personal Information Parroting in Language Models EACL 2026

CodeGuard: Improving LLM Guardrails in CS Education EACL 2026

The Model’s Language Matters: A Comparative Privacy Analysis of LLMs EACL 2026

NLP Privacy Risk Identification in Social Media (NLP-PRISM): A Survey EACL 2026

Ensemble Privacy Defense for Knowledge-Intensive LLMs against Membership Inference Attacks EACL 2026

ConVerse: Benchmarking Contextual Safety in Agent-to-Agent Conversations EACL 2026

LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction EACL 2026

Marking Code Without Breaking It: Code Watermarking for Detecting LLM-Generated Code EACL 2026

Towards Fair and Efficient De-identification: Quantifying the Efficiency and Generalizability of De-identification Approaches EACL 2026

PATCH: Mitigating PII Leakage in Language Models with Privacy-Aware Targeted Circuit PatcHing EACL 2026

DuFFin: A Dual-Level Fingerprinting Framework for LLMs IP Protection EACL 2026

TUNE: A Task For Turkish Machine Unlearning For Data Privacy EACL 2026

SIDE: Surrogate Conditional Data Extraction from Diffusion Models AAAI 2026

VoiceCloak: A Multi-Dimensional Defense Framework Against Unauthorized Diffusion-Based Voice Cloning AAAI 2026

Uncovering and Mitigating Destructive Multi-Embedding Attacks in Deepfake Proactive Forensics AAAI 2026

Uncovering Pretraining Code in LLMs: A Syntax-Aware Attribution Approach AAAI 2026

An LLM-based Quantitative Framework for Evaluating High-Stealthy Backdoor Risks in OSS Supply Chains AAAI 2026

Towards Provably Secure and Highly Robust Generative Image Steganography Leveraging Latent Diffusion Model AAAI 2026

IO-RAE: Information-Obfuscation Reversible Adversarial Example for Audio Privacy Protection AAAI 2026

StegaVAR: Privacy-Preserving Video Action Recognition via Steganographic Domain Analysis AAAI 2026

Decomposing Prompts, Composing Actions: A Multi-Granularity Prompting Approach for Incremental Action Learning AAAI 2026