Understanding Reconstruction Attacks with the Neural Tangent Kernel and Dataset Distillation
Authors: Noel Loo, Ramin Hasani, Mathias Lechner, Alexander Amini, Daniela Rus | Published: 2023-02-02 | Updated: 2023-11-09
Model Performance Evaluation
On the Efficacy of Differentially Private Few-shot Image Classification
Authors: Marlon Tobaben, Aliaksandra Shysheya, John Bronskill, Andrew Paverd, Shruti Tople, Santiago Zanella-Beguelin, Richard E Turner, Antti Honkela | Published: 2023-02-02 | Updated: 2023-12-19
Behavioural Reports of Multi-Stage Malware
Authors: Marcus Carpenter, Chunbo Luo | Published: 2023-01-30
Command Line Interface Risk Modeling
Authors: Dr Anthony L. Faulds | Published: 2023-01-17
Statement-Level Vulnerability Detection: Learning Vulnerability Patterns Through Information Theory and Contrastive Learning
Authors: Van Nguyen, Trung Le, Chakkrit Tantithamthavorn, Michael Fu, John Grundy, Hung Nguyen, Seyit Camtepe, Paul Quirk, Dinh Phung | Published: 2022-09-20 | Updated: 2024-06-12
Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle
Authors: Van Nguyen, Trung Le, Chakkrit Tantithamthavorn, John Grundy, Hung Nguyen, Dinh Phung | Published: 2022-09-19
A Secure Healthcare 5.0 System Based on Blockchain Technology Entangled with Federated Learning Technique
Authors: Abdur Rehman, Sagheer Abbas, M. A. Khan, Taher M. Ghazal, Khan Muhammad Adnan, Amir Mosavi | Published: 2022-09-16
Detection of Malicious Websites Using Machine Learning Techniques
Authors: Adebayo Oshingbesan, Courage Ekoh, Chukwuemeka Okobi, Aime Munezero, Kagame Richard | Published: 2022-09-13
Data Provenance via Differential Auditing
Authors: Xin Mu, Ming Pang, Feida Zhu | Published: 2022-09-04
Group Property Inference Attacks Against Graph Neural Networks
Authors: Xiuling Wang, Wendy Hui Wang | Published: 2022-09-02