Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?
Authors: Yue Liu, Chakkrit Tantithamthavorn, Li Li, Yepang Liu | Published: 2022-09-02
CPS Attack Detection under Limited Local Information in Cyber Security: A Multi-node Multi-class Classification Ensemble Approach
Authors: Junyi Liu, Yifu Tang, Haimeng Zhao, Xieheng Wang, Fangyu Li, Jingyi Zhang | Published: 2022-09-01
Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research
Authors: Zhibo Zhang, Hussam Al Hamadi, Ernesto Damiani, Chan Yeob Yeun, Fatma Taher | Published: 2022-08-31
Membership Inference Attacks by Exploiting Loss Trajectory
Authors: Yiyong Liu, Zhengyu Zhao, Michael Backes, Yang Zhang | Published: 2022-08-31
Fraud Dataset Benchmark and Applications
Authors: Prince Grover, Julia Xu, Justin Tittelfitz, Anqi Cheng, Zheng Li, Jakub Zablocki, Jianbo Liu, Hao Zhou | Published: 2022-08-30 | Updated: 2023-09-22
A Black-Box Attack on Optical Character Recognition Systems
Authors: Samet Bayram, Kenneth Barner | Published: 2022-08-30
Attack detection based on machine learning algorithms for different variants of Spectre attacks and different Meltdown attack implementations
Authors: Zhongkai Tong, Ziyuan Zhu, Yusha Zhang, Yuxin Liu, Dan Meng | Published: 2022-08-30
Reducing Certified Regression to Certified Classification for General Poisoning Attacks
Authors: Zayd Hammoudeh, Daniel Lowd | Published: 2022-08-29 | Updated: 2022-12-29
Reinforcement Learning for Hardware Security: Opportunities, Developments, and Challenges
Authors: Satwik Patnaik, Vasudev Gohil, Hao Guo, Jeyavijayan, Rajendran | Published: 2022-08-29
Towards Adversarial Purification using Denoising AutoEncoders
Authors: Dvij Kalaria, Aritra Hazra, Partha Pratim Chakrabarti | Published: 2022-08-29