Attack vs Benign Network Intrusion Traffic Classification
Authors: M. Andrecut | Published: 2022-05-15
Representation learning with function call graph transformations for malware open set recognition
Authors: Jingyun Jia, Philip K. Chan | Published: 2022-05-13 | Updated: 2022-07-12
On the Importance of Architecture and Feature Selection in Differentially Private Machine Learning
Authors: Wenxuan Bao, Luke A. Bauer, Vincent Bindschaedler | Published: 2022-05-13
A Vision Inspired Neural Network for Unsupervised Anomaly Detection in Unordered Data
Authors: Nassir Mohammad | Published: 2022-05-13
Collaborative Drug Discovery: Inference-level Data Protection Perspective
Authors: Balazs Pejo, Mina Remeli, Adam Arany, Mathieu Galtier, Gergely Acs | Published: 2022-05-13 | Updated: 2022-06-09
DualCF: Efficient Model Extraction Attack from Counterfactual Explanations
Authors: Yongjie Wang, Hangwei Qian, Chunyan Miao | Published: 2022-05-13
l-Leaks: Membership Inference Attacks with Logits
Authors: Shuhao Li, Yajie Wang, Yuanzhang Li, Yu-an Tan | Published: 2022-05-13
A Comprehensive Benchmark Suite for Intel SGX
Authors: Sandeep Kumar, Abhisek Panda, Smruti R. Sarangi | Published: 2022-05-13
How to Combine Membership-Inference Attacks on Multiple Updated Models
Authors: Matthew Jagielski, Stanley Wu, Alina Oprea, Jonathan Ullman, Roxana Geambasu | Published: 2022-05-12
Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks
Authors: Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell | Published: 2022-05-12