@proceedings{privatenlp-1-2024,
    title = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.0/"
}
@inproceedings{galli-etal-2024-noisy,
    title = "Noisy Neighbors: Efficient membership inference attacks against {LLM}s",
    author = "Galli, Filippo  and
      Melis, Luca  and
      Cucinotta, Tommaso",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.1/",
    pages = "1--6"
}
@inproceedings{zyskind-etal-2024-dont,
    title = "Don{'}t forget private retrieval: distributed private similarity search for large language models",
    author = "Zyskind, Guy  and
      South, Tobin  and
      Pentland, Alex",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.2/",
    pages = "7--19"
}
@inproceedings{arnold-etal-2024-characterizing,
    title = "Characterizing Stereotypical Bias from Privacy-preserving Pre-Training",
    author = {Arnold, Stefan  and
      Gr{\"o}bner, Rene  and
      Schreiner, Annika},
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.3/",
    pages = "20--28"
}
@inproceedings{harel-etal-2024-protecting,
    title = "Protecting Privacy in Classifiers by Token Manipulation",
    author = "Harel, Re{'}em  and
      Elboher, Yair  and
      Pinter, Yuval",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.4/",
    pages = "29--38"
}
@inproceedings{meisenbacher-etal-2024-collocation,
    title = "A Collocation-based Method for Addressing Challenges in Word-level Metric Differential Privacy",
    author = "Meisenbacher, Stephen  and
      Chevli, Maulik  and
      Matthes, Florian",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.5/",
    pages = "39--51"
}
@inproceedings{platnick-etal-2024-preset,
    title = "Preset-Voice Matching for Privacy Regulated Speech-to-Speech Translation Systems",
    author = "Platnick, Daniel  and
      Abdelnour, Bishoy  and
      Earl, Eamon  and
      Kumar, Rahul  and
      Rezaei, Zahra  and
      Tsangaris, Thomas  and
      Lagum, Faraj",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.6/",
    pages = "52--62"
}
@inproceedings{nakka-etal-2024-pii,
    title = "{PII}-Compass: Guiding {LLM} training data extraction prompts towards the target {PII} via grounding",
    author = "Nakka, Krishna Kanth  and
      Frikha, Ahmed  and
      Mendes, Ricardo  and
      Jiang, Xue  and
      Zhou, Xuebing",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.7/",
    pages = "63--73"
}
@inproceedings{pissarra-etal-2024-unlocking,
    title = "Unlocking the Potential of Large Language Models for Clinical Text Anonymization: A Comparative Study",
    author = "Pissarra, David  and
      Curioso, Isabel  and
      Alveira, Jo{\~a}o  and
      Pereira, Duarte  and
      Ribeiro, Bruno  and
      Souper, Tom{\'a}s  and
      Gomes, Vasco  and
      Carreiro, Andr{\'e}  and
      Rolla, Vitor",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.8/",
    pages = "74--84"
}
@inproceedings{alves-etal-2024-anonymization,
    title = "Anonymization Through Substitution: Words vs Sentences",
    author = "Alves, Vasco  and
      Rolla, Vitor  and
      Alveira, Jo{\~a}o  and
      Pissarra, David  and
      Pereira, Duarte  and
      Curioso, Isabel  and
      Carreiro, Andr{\'e}  and
      Lopes Cardoso, Henrique",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.9/",
    pages = "85--90"
}
@inproceedings{peng-etal-2024-pocketllm,
    title = "{P}ocket{LLM}: Enabling On-Device Fine-Tuning for Personalized {LLM}s",
    author = "Peng, Dan  and
      Fu, Zhihui  and
      Wang, Jun",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.10/",
    pages = "91--96"
}
@inproceedings{gutierrez-megias-etal-2024-smart,
    title = "Smart Lexical Search for Label Flipping Adversial Attack",
    author = "Guti{\'e}rrez-Meg{\'i}as, Alberto  and
      Jim{\'e}nez-Zafra, Salud Mar{\'i}a  and
      Ure{\~n}a, L. Alfonso  and
      Mart{\'i}nez-C{\'a}mara, Eugenio",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.11/",
    pages = "97--106"
}
@inproceedings{hartmann-etal-2024-llms,
    title = "Can {LLM}s get help from other {LLM}s without revealing private information?",
    author = "Hartmann, Florian  and
      Tran, Duc-Hieu  and
      Kairouz, Peter  and
      C{\u{a}}rbune, Victor  and
      Aguera Y Arcas, Blaise",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.12/",
    pages = "107--122"
}
@inproceedings{riabi-etal-2024-cloaked,
    title = "Cloaked Classifiers: Pseudonymization Strategies on Sensitive Classification Tasks",
    author = "Riabi, Arij  and
      Mahamdi, Menel  and
      Mouilleron, Virginie  and
      Seddah, Djam{\'e}",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.13/",
    pages = "123--136"
}
@inproceedings{kandula-etal-2024-improving,
    title = "Improving Authorship Privacy: Adaptive Obfuscation with the Dynamic Selection of Techniques",
    author = "Kandula, Hemanth  and
      Karakos, Damianos  and
      Qiu, Haoling  and
      Ulicny, Brian",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.14/",
    pages = "137--142"
}
@inproceedings{elmahdy-salem-2024-deconstructing,
    title = "Deconstructing Classifiers: Towards A Data Reconstruction Attack Against Text Classification Models",
    author = "Elmahdy, Adel  and
      Salem, Ahmed",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.15/",
    pages = "143--158"
}
@inproceedings{zoubi-etal-2024-privat5,
    title = "{P}riva{T}5: A Generative Language Model for Privacy Policies",
    author = "Zoubi, Mohammad  and
      T.y.s.s, Santosh  and
      Rosas, Edgar  and
      Grabmair, Matthias",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.16/",
    pages = "159--169"
}
@inproceedings{wang-etal-2024-reinforcement-learning,
    title = "Reinforcement Learning-Driven {LLM} Agent for Automated Attacks on {LLM}s",
    author = "Wang, Xiangwen  and
      Peng, Jie  and
      Xu, Kaidi  and
      Yao, Huaxiu  and
      Chen, Tianlong",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.17/",
    pages = "170--177"
}
@inproceedings{soni-demner-fushman-2024-privacy,
    title = "A Privacy-preserving Approach to Ingest Knowledge from Proprietary Web-based to Locally Run Models for Medical Progress Note Generation",
    author = "Soni, Sarvesh  and
      Demner-Fushman, Dina",
    editor = "Habernal, Ivan  and
      Ghanavati, Sepideh  and
      Ravichander, Abhilasha  and
      Jain, Vijayanta  and
      Thaine, Patricia  and
      Igamberdiev, Timour  and
      Mireshghallah, Niloofar  and
      Feyisetan, Oluwaseyi",
    booktitle = "Proceedings of the Fifth Workshop on Privacy in Natural Language Processing",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.privatenlp-1.18/",
    pages = "178--183"
}