ManiGen: A Manifold Aided Black-box Generator of Adversarial Examples

Authors: Guanxiong Liu, Issa Khalil, Abdallah Khreishah, Abdulelah Algosaibi, Adel Aldalbahi, Mohammed Alaneem, Abdulaziz Alhumam, Mohammed Anan | Published: 2020-07-11

Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification

Authors: Chuanshuai Chen, Jiazhu Dai | Published: 2020-07-11 | Updated: 2021-03-15

Generating Adversarial Inputs Using A Black-box Differential Technique

Authors: João Batista Pereira Matos Juúnior, Lucas Carvalho Cordeiro, Marcelo d'Amorim, Xiaowei Huang | Published: 2020-07-10

Differentially Private Simple Linear Regression

Authors: Daniel Alabi, Audra McMillan, Jayshree Sarathy, Adam Smith, Salil Vadhan | Published: 2020-07-10

Improving Adversarial Robustness by Enforcing Local and Global Compactness

Authors: Anh Bui, Trung Le, He Zhao, Paul Montague, Olivier deVel, Tamas Abraham, Dinh Phung | Published: 2020-07-10

Attack of the Tails: Yes, You Really Can Backdoor Federated Learning

Authors: Hongyi Wang, Kartik Sreenivasan, Shashank Rajput, Harit Vishwakarma, Saurabh Agarwal, Jy-yong Sohn, Kangwook Lee, Dimitris Papailiopoulos | Published: 2020-07-09

Evaluation of Adversarial Training on Different Types of Neural Networks in Deep Learning-based IDSs

Authors: Rana Abou Khamis, Ashraf Matrawy | Published: 2020-07-08

On the relationship between class selectivity, dimensionality, and robustness

Authors: Matthew L. Leavitt, Ari S. Morcos | Published: 2020-07-08 | Updated: 2020-10-13

How benign is benign overfitting?

Authors: Amartya Sanyal, Puneet K Dokania, Varun Kanade, Philip H. S. Torr | Published: 2020-07-08

BlockFLow: An Accountable and Privacy-Preserving Solution for Federated Learning

Authors: Vaikkunth Mugunthan, Ravi Rahman, Lalana Kagal | Published: 2020-07-08