Data Provenance via Differential Auditing
Authors: Xin Mu, Ming Pang, Feida Zhu | Published: 2022-09-04
Model Performance Evaluation
Group Property Inference Attacks Against Graph Neural Networks
Authors: Xiuling Wang, Wendy Hui Wang | Published: 2022-09-02
Tweaking Metasploit to Evade Encrypted C2 Traffic Detection
Authors: Gonçalo Xavier, Carlos Novo, Ricardo Morla | Published: 2022-09-02
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
DiVa: An Accelerator for Differentially Private Machine Learning
Authors: Beomsik Park, Ranggi Hwang, Dongho Yoon, Yoonhyuk Choi, Minsoo Rhu | Published: 2022-08-26
Generative Extraction of Audio Classifiers for Speaker Identification
Authors: Tejumade Afonja, Lucas Bourtoule, Varun Chandrasekaran, Sageev Oore, Nicolas Papernot | Published: 2022-07-26
$p$-DkNN: Out-of-Distribution Detection Through Statistical Testing of Deep Representations
Authors: Adam Dziedzic, Stephan Rabanser, Mohammad Yaghini, Armin Ale, Murat A. Erdogdu, Nicolas Papernot | Published: 2022-07-25
Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning
Authors: Xinlei He, Hongbin Liu, Neil Zhenqiang Gong, Yang Zhang | Published: 2022-07-25
Multi-Level Fine-Tuning, Data Augmentation, and Few-Shot Learning for Specialized Cyber Threat Intelligence
Authors: Markus Bayer, Tobias Frey, Christian Reuter | Published: 2022-07-22