Generative Model

PassFlow: Guessing Passwords with Generative Flows

Authors: Giulio Pagnotta, Dorjan Hitaj, Fabio De Gaspari, Luigi V. Mancini | Published: 2021-05-13 | Updated: 2021-12-14
Password Guessing
Performance Evaluation
Generative Model

Improving Query Efficiency of Black-box Adversarial Attack

Authors: Yang Bai, Yuyuan Zeng, Yong Jiang, Yisen Wang, Shu-Tao Xia, Weiwei Guo | Published: 2020-09-24 | Updated: 2020-09-25
Performance Evaluation
Selection and Evaluation of Optimization Algorithms
Generative Model

Enhancing Mixup-based Semi-Supervised Learning with Explicit Lipschitz Regularization

Authors: Prashnna Kumar Gyawali, Sandesh Ghimire, Linwei Wang | Published: 2020-09-23
Robustness
Adversarial Example
Generative Model

Semantics-Preserving Adversarial Training

Authors: Wonseok Lee, Hanbit Lee, Sang-goo Lee | Published: 2020-09-23
Poisoning
Robustness
Generative Model

Can 3D Adversarial Logos Cloak Humans?

Authors: Yi Wang, Jingyang Zhou, Tianlong Chen, Sijia Liu, Shiyu Chang, Chandrajit Bajaj, Zhangyang Wang | Published: 2020-06-25 | Updated: 2020-11-27
Logo Transformation Method
Adversarial attack
Generative Model

Botnet Detection Using Recurrent Variational Autoencoder

Authors: Jeeyung Kim, Alex Sim, Jinoh Kim, Kesheng Wu | Published: 2020-04-01
Malware Detection Method
Machine Learning Application
Generative Model

Gradient-based adversarial attacks on categorical sequence models via traversing an embedded world

Authors: Ivan Fursov, Alexey Zaytsev, Nikita Kluchnikov, Andrey Kravchenko, Evgeny Burnaev | Published: 2020-03-09 | Updated: 2020-10-12
Adversarial Example
Adversarial attack
Generative Model

Federated Generative Privacy

Authors: Aleksei Triastcyn, Boi Faltings | Published: 2019-10-18
Privacy Protection Method
Privacy Assessment
Generative Model

Mapper Based Classifier

Authors: Jacek Cyranka, Alexander Georges, David Meyer | Published: 2019-10-17 | Updated: 2019-10-21
Model Robustness
Deep Learning
Generative Model

Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness

Authors: Andrey Malinin, Mark Gales | Published: 2019-05-31 | Updated: 2019-12-02
Poisoning
Uncertainty Estimation
Generative Model