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Privacy

626 directly classified papers

Papers per year

Papers

You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas NAACL 2022
Residue-Based Natural Language Adversarial Attack Detection NAACL 2022
Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption NAACL 2022
Distillation-Resistant Watermarking for Model Protection in NLP EMNLP 2022
PrivateSNN: Privacy-Preserving Spiking Neural Networks AAAI 2022
CLPA: Clean-Label Poisoning Availability Attacks Using Generative Adversarial Nets AAAI 2022
NEUROCRYPT: Coercion-Resistant Implicit Memory Authentication (Student Abstract) AAAI 2022
Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs COLING 2022
Neural Text Sanitization with Explicit Measures of Privacy Risk IJCNLP 2022
Invernet: An Inversion Attack Framework to Infer Fine-Tuning Datasets through Word Embeddings EMNLP 2022
Unsupervised Text Deidentification EMNLP 2022
An Empirical Analysis of Memorization in Fine-tuned Autoregressive Language Models EMNLP 2022
Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks EMNLP 2022
TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion EMNLP 2022
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation EMNLP 2022
Toward Privacy-preserving Text Embedding Similarity with Homomorphic Encryption EMNLP 2022
Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks EMNLP 2022
A Multifaceted Framework to Evaluate Evasion, Content Preservation, and Misattribution in Authorship Obfuscation Techniques EMNLP 2022
Privacy Amplification by Decentralization AISTATS 2022
Canary Extraction in Natural Language Understanding Models ACL 2022
Utility Preservation of Clinical Text After De-Identification ACL 2022
Behind the Mask: Demographic bias in name detection for PII masking ACL 2022
ConfounderGAN: Protecting Image Data Privacy with Causal Confounder NIPS 2022
Privacy Pitfalls of Online Service Terms and Conditions: a Hybrid Approach for Classification and Summarization EMNLP 2022
Personalized Cross-Silo Federated Learning on Non-IID Data AAAI 2021