Natural Language Processing

Resilient and Adaptive Framework for Large Scale Android Malware Fingerprinting using Deep Learning and NLP Techniques

Authors: ElMouatez Billah Karbab, Mourad Debbabi | Published: 2021-05-27
Data-Driven Clustering
Malware Propagation Means
Natural Language Processing
2021.05.27 2025.05.28
Literature Database

Killing One Bird with Two Stones: Model Extraction and Attribute Inference Attacks against BERT-based APIs

Authors: Chen Chen, Xuanli He, Lingjuan Lyu, Fangzhao Wu | Published: 2021-05-23 | Updated: 2021-12-26
Privacy Protection Method
Membership Inference
Natural Language Processing
2021.05.23 2025.05.28
Literature Database

TextHide: Tackling Data Privacy in Language Understanding Tasks

Authors: Yangsibo Huang, Zhao Song, Danqi Chen, Kai Li, Sanjeev Arora | Published: 2020-10-12
Membership Inference
Information-Theoretic Privacy
Natural Language Processing
2020.10.12 2025.05.28
Literature Database

FastWordBug: A Fast Method To Generate Adversarial Text Against NLP Applications

Authors: Dou Goodman, Lv Zhonghou, Wang minghua | Published: 2020-01-31
Text Perturbation Method
Adversarial Perturbation Techniques
Natural Language Processing
2020.01.31 2025.05.28
Literature Database