Few-shot Text Steganalysis Based on Attentional Meta-learner

Author:

Wen Juan1,Zhang Ziwei1,Yang Yu1,Xue Yiming1

Affiliation:

1. China Agricutural University, Beijing, China

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference59 articles.

1. Thompson A. [n. d.]. kaggle. ( [n. d.]). https://www.kaggle.com/snapcrack/all-the-news/data Thompson A. [n. d.]. kaggle. ( [n. d.]). https://www.kaggle.com/snapcrack/all-the-news/data

2. Antreas Antoniou , Harrison Edwards , and Amos Storkey . 2018. How to train your MAML. arXiv preprint arXiv:1810.09502 ( 2018 ). Antreas Antoniou, Harrison Edwards, and Amos Storkey. 2018. How to train your MAML. arXiv preprint arXiv:1810.09502 (2018).

3. Yujia Bao , Menghua Wu , Shiyu Chang , and Regina Barzilay . 2019. Few-shot text classification with distributional signatures. arXiv preprint arXiv:1908.06039 ( 2019 ). Yujia Bao, Menghua Wu, Shiyu Chang, and Regina Barzilay. 2019. Few-shot text classification with distributional signatures. arXiv preprint arXiv:1908.06039 (2019).

4. YongJian Bao , Hao Yang , ZhongLiang Yang , Sheng Liu , and YongFeng Huang . 2020 . Text Steganalysis with Attentional L STM-CNN. In 2020 5th International Conference on Computer and Communication Systems (ICCCS). IEEE, 138--142 . YongJian Bao, Hao Yang, ZhongLiang Yang, Sheng Liu, and YongFeng Huang. 2020. Text Steganalysis with Attentional L STM-CNN. In 2020 5th International Conference on Computer and Communication Systems (ICCCS). IEEE, 138--142.

5. Luca Bertinetto , Joao F Henriques , Philip HS Torr, and Andrea Vedaldi . 2018 . Meta-learning with differentiable closed-form solvers. arXiv preprint arXiv:1805.08136 (2018). Luca Bertinetto, Joao F Henriques, Philip HS Torr, and Andrea Vedaldi. 2018. Meta-learning with differentiable closed-form solvers. arXiv preprint arXiv:1805.08136 (2018).

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. V-A3tS: A rapid text steganalysis method based on position information and variable parameter multi-head self-attention controlled by length;Journal of Information Security and Applications;2023-06

2. Linguistic Steganalysis in Few-Shot Scenario;IEEE Transactions on Information Forensics and Security;2023

3. CPG-LS: Causal Perception Guided Linguistic Steganography;IEEE Signal Processing Letters;2023

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