ku-nlp / steganography-with-masked-lm
Implementation of "Frustratingly Easy Edit-based Linguistic Steganography with a Masked Language Model"
☆24Updated 3 years ago
Related projects: ⓘ
- Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding in EMNLP 2020☆17Updated 3 years ago
- ☆20Updated 3 years ago
- ☆30Updated last year
- ☆19Updated 4 years ago
- ☆22Updated 4 years ago
- ☆16Updated 2 years ago
- collection of the SOTA linguistic steganalysis methods☆24Updated 8 months ago
- Adversarial examples for Seq2Seq model in NLP☆39Updated 5 years ago
- Code for our S&P'21 paper: Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding☆45Updated last year
- Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency☆66Updated last year
- Code and data of the EMNLP 2021 paper "Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer"☆41Updated last year
- ☆13Updated 3 years ago
- Code for the paper "RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models" (EMNLP 2021)☆20Updated 2 years ago
- Provably Secure Steganography in Practice Based on “Distribution Copies”☆25Updated 5 months ago
- [NAACL 2022] "SemAttack: Natural Textual Attacks via Different Semantic Spaces" by Boxin Wang, Chejian Xu, Xiangyu Liu, Yu Cheng, Bo Li☆19Updated 2 years ago
- SAFER: A Structure-free Approach For cErtified Robustness to Adversarial Word Substitutions (ACL 2020)☆27Updated 3 years ago
- ☆22Updated 3 years ago
- Watermarking Text Generated by Black-Box Language Models☆28Updated 9 months ago
- [EMNLP 2020] "T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack" by Boxin Wang, Hengzhi Pei, Boyuan Pan, Q…☆26Updated 2 years ago
- [TNNLS, to appear] FET-LM: Flow Enhanced Variational Auto-Encoder for Topic-Guided Language Modeling PyTorch Implementation☆12Updated last year
- For Certified Robustness to Text Adversarial Attacks by Randomized [MASK]☆15Updated 2 years ago
- Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks☆23Updated 3 years ago
- Code for the paper "Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models" (NAACL-…☆34Updated 3 years ago
- Code for the paper "Rethinking Stealthiness of Backdoor Attack against NLP Models" (ACL-IJCNLP 2021)☆21Updated 2 years ago
- ☆62Updated 2 years ago
- ☆15Updated 4 years ago
- Natural Universal Trigger Search (NUTS)☆21Updated 3 years ago
- Implementation for Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder (EMNLP-Findings 2020)☆15Updated 3 years ago
- Natural Language Attacks in a Hard Label Black Box Setting.☆40Updated 3 years ago
- Code for the paper "Weight Poisoning Attacks on Pre-trained Models" (ACL 2020)☆137Updated 3 years ago