Decentralized Differentially Private Segmentation with PATE
Authors: Dominik Fay, Jens Sjölund, Tobias J. Oechtering | Published: 2020-04-10
深層学習
MACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius
Authors: Runtian Zhai, Chen Dan, Di He, Huan Zhang, Boqing Gong, Pradeep Ravikumar, Cho-Jui Hsieh, Liwei Wang | Published: 2020-01-08 | Updated: 2022-03-14
Towards a secure behavior modeling for IoT networks using Blockchain
Authors: Jawad Ali, Ahmad Shahrafidz Khalid, Eiad Yafi, Shahrulniza Musa, Waqas Ahmed | Published: 2020-01-06
Deep Learning-Based Intrusion Detection System for Advanced Metering Infrastructure
Authors: Zakaria El Mrabet, Mehdi Ezzari, Hassan Elghazi, Badr Abou El Majd | Published: 2019-12-31
Random CapsNet Forest Model for Imbalanced Malware Type Classification Task
Authors: Aykut Çayır, Uğur Ünal, Hasan Dağ | Published: 2019-12-20 | Updated: 2020-08-23
Towards Verifying Robustness of Neural Networks Against Semantic Perturbations
Authors: Jeet Mohapatra, Tsui-Wei, Weng, Pin-Yu Chen, Sijia Liu, Luca Daniel | Published: 2019-12-19 | Updated: 2020-06-15
Deep Learning Based Android Malware Detection Framework
Authors: Soumya Sourav, Devashish Khulbe, Naman Kapoor | Published: 2019-12-10
FANNet: Formal Analysis of Noise Tolerance, Training Bias and Input Sensitivity in Neural Networks
Authors: Mahum Naseer, Mishal Fatima Minhas, Faiq Khalid, Muhammad Abdullah Hanif, Osman Hasan, Muhammad Shafique | Published: 2019-12-03 | Updated: 2020-05-14
Fastened CROWN: Tightened Neural Network Robustness Certificates
Authors: Zhaoyang Lyu, Ching-Yun Ko, Zhifeng Kong, Ngai Wong, Dahua Lin, Luca Daniel | Published: 2019-12-02
A Method for Computing Class-wise Universal Adversarial Perturbations
Authors: Tejus Gupta, Abhishek Sinha, Nupur Kumari, Mayank Singh, Balaji Krishnamurthy | Published: 2019-12-01