| Membership inference attacks against language models via neighbourhood comparison J Mattern, F Mireshghallah, Z Jin, B Schölkopf, M Sachan, ... arXiv preprint arXiv:2305.18462, 2023 | 40 | 2023 |
| Smaller language models are better black-box machine-generated text detectors F Mireshghallah, J Mattern, S Gao, R Shokri, T Berg-Kirkpatrick arXiv preprint arXiv:2305.09859, 2023 | 28 | 2023 |
| DP-VAE: Human-readable text anonymization for online reviews with differentially private variational autoencoders B Weggenmann*, V Rublack*, M Andrejczuk*, J Mattern*, F Kerschbaum TheWebConf (WWW) 2022, 2022 | 23 | 2022 |
| Unique identification of 50,000+ virtual reality users from head & hand motion data V Nair, W Guo, J Mattern, R Wang, JF O'Brien, L Rosenberg, D Song 32nd USENIX Security Symposium (USENIX Security 23), 895-910, 2023 | 22 | 2023 |
| Differentially Private Language Models for Secure Data Sharing J Mattern, Z Jin, B Weggenmann, B Schoelkopf, M Sachan EMNLP 2022, 2022 | 21 | 2022 |
| FANG-COVID: A new large-scale benchmark dataset for fake news detection in German J Mattern, Y Qiao, E Kerz, D Wiechmann, M Strohmaier FEVER Workshop at EMNLP 2021, 2021 | 17 | 2021 |
| Understanding stereotypes in language models: Towards robust measurement and zero-shot debiasing J Mattern, Z Jin, M Sachan, R Mihalcea, B Schölkopf arXiv preprint arXiv:2212.10678, 2022 | 16 | 2022 |
| The Limits of Word Level Differential Privacy J Mattern, B Weggenmann, F Kerschbaum Findings of NAACL 2022, 2022 | 16 | 2022 |
| Measuring the Impact of (Psycho-) Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns D Wiechmann, Y Qiao, E Kerz, J Mattern ACL 2022, 2022 | 12 | 2022 |
| Psychologically-inspired causal prompts Z Lyu, Z Jin, J Mattern, R Mihalcea, M Sachan, B Schölkopf arXiv preprint arXiv:2305.01764, 2023 | 2 | 2023 |
| Smaller Language Models are Better Zero-shot Machine-Generated Text Detectors N Mireshghallah, J Mattern, S Gao, R Shokri, T Berg-Kirkpatrick Proceedings of the 18th Conference of the European Chapter of the …, 2024 | | 2024 |
Zhijing JinMax Planck Institute & ETH ZürichVerified email at ethz.ch
