Algorithm

Smuche: Scalar-Multiplicative Caching in Homomorphic Encryption

Authors: Dongfang Zhao | Published: 2023-12-26
Algorithm
Watermarking
Cryptography

Towards an in-depth detection of malware using distributed QCNN

Authors: Tony Quertier, Grégoire Barrué | Published: 2023-12-19
Algorithm
Model Performance Evaluation
Quantum Machine Learning

Android Malware Detection with Unbiased Confidence Guarantees

Authors: Harris Papadopoulos, Nestoras Georgiou, Charalambos Eliades, Andreas Konstantinidis | Published: 2023-12-17
Algorithm
Watermarking
Class Imbalance

Adversarial Attacks on Combinatorial Multi-Armed Bandits

Authors: Rishab Balasubramanian, Jiawei Li, Prasad Tadepalli, Huazheng Wang, Qingyun Wu, Haoyu Zhao | Published: 2023-10-08 | Updated: 2024-06-04
Algorithm
Watermarking
Machine Learning Method

Performance evaluation of Machine learning algorithms for Intrusion Detection System

Authors: Sudhanshu Sekhar Tripathy, Bichitrananda Behera | Published: 2023-10-01
Algorithm
Classification Pattern Analysis
Evaluation Method

A Primer on Bayesian Neural Networks: Review and Debates

Authors: Julyan Arbel, Konstantinos Pitas, Mariia Vladimirova, Vincent Fortuin | Published: 2023-09-28
Algorithm
Sampling Method
Model Selection

FRAMU: Attention-based Machine Unlearning using Federated Reinforcement Learning

Authors: Thanveer Shaik, Xiaohui Tao, Lin Li, Haoran Xie, Taotao Cai, Xiaofeng Zhu, Qing Li | Published: 2023-09-19 | Updated: 2024-02-02
Algorithm
Privacy Technique
Federated Learning

Adversarial Training Should Be Cast as a Non-Zero-Sum Game

Authors: Alexander Robey, Fabian Latorre, George J. Pappas, Hamed Hassani, Volkan Cevher | Published: 2023-06-19 | Updated: 2024-03-18
Algorithm
Adversarial Example
Optimization Methods

Cyber Key Terrain Identification Using Adjusted PageRank Centrality

Authors: Lukáš Sadlek, Pavel Čeleda | Published: 2023-06-19 | Updated: 2024-04-24
Algorithm
Time Window Analysis
Computational Efficiency

Federated Learning Based Distributed Localization of False Data Injection Attacks on Smart Grids

Authors: Cihat Keçeci, Katherine R. Davis, Erchin Serpedin | Published: 2023-06-17
Algorithm
Deep Learning Method
Federated Learning