MalBERT: Using Transformers for Cybersecurity and Malicious Software Detection
Authors: Abir Rahali, Moulay A. Akhloufi | Published: 2021-03-05
Deep Learning Technology
Efficient Encrypted Inference on Ensembles of Decision Trees
Authors: Kanthi Sarpatwar, Karthik Nandakumar, Nalini Ratha, James Rayfield, Karthikeyan Shanmugam, Sharath Pankanti, Roman Vaculin | Published: 2021-03-05
Towards Practical Robustness Analysis for DNNs based on PAC-Model Learning
Authors: Renjue Li, Pengfei Yang, Cheng-Chao Huang, Youcheng Sun, Bai Xue, Lijun Zhang | Published: 2021-01-25 | Updated: 2022-04-13
Do Wider Neural Networks Really Help Adversarial Robustness?
Authors: Boxi Wu, Jinghui Chen, Deng Cai, Xiaofei He, Quanquan Gu | Published: 2020-10-03 | Updated: 2021-08-14
Second Order Optimization for Adversarial Robustness and Interpretability
Authors: Theodoros Tsiligkaridis, Jay Roberts | Published: 2020-09-10
SoK: Certified Robustness for Deep Neural Networks
Authors: Linyi Li, Tao Xie, Bo Li | Published: 2020-09-09 | Updated: 2023-04-12
Highly Accurate CNN Inference Using Approximate Activation Functions over Homomorphic Encryption
Authors: Takumi Ishiyama, Takuya Suzuki, Hayato Yamana | Published: 2020-09-08 | Updated: 2020-12-02
Adversarial Attacks on Deep Learning Systems for User Identification based on Motion Sensors
Authors: Cezara Benegui, Radu Tudor Ionescu | Published: 2020-09-02 | Updated: 2020-11-05
Machine Learning in Generation, Detection, and Mitigation of Cyberattacks in Smart Grid: A Survey
Authors: Nur Imtiazul Haque, Md Hasan Shahriar, Md Golam Dastgir, Anjan Debnath, Imtiaz Parvez, Arif Sarwat, Mohammad Ashiqur Rahman | Published: 2020-09-01
Benchmarking adversarial attacks and defenses for time-series data
Authors: Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed | Published: 2020-08-30