Algorithm

Training Differentially Private Ad Prediction Models with Semi-Sensitive Features

Authors: Lynn Chua, Qiliang Cui, Badih Ghazi, Charlie Harrison, Pritish Kamath, Walid Krichene, Ravi Kumar, Pasin Manurangsi, Krishna Giri Narra, Amer Sinha, Avinash Varadarajan, Chiyuan Zhang | Published: 2024-01-26
Algorithm
Watermarking
Privacy Protection Method
2024.01.26 2025.05.27
Literature Database

Differentially Private Sliced Inverse Regression: Minimax Optimality and Algorithm

Authors: Xintao Xia, Linjun Zhang, Zhanrui Cai | Published: 2024-01-16
Algorithm
Algorithm Design
Privacy Protection Method
2024.01.16 2025.05.27
Literature Database

Machine Learning-Based Malicious Vehicle Detection for Security Threats and Attacks in Vehicle Ad-hoc Network (VANET) Communications

Authors: Thanh Nguyen Canh, Xiem HoangVan | Published: 2024-01-16
DoS Mitigation
Algorithm
Malicious Node Detection
2024.01.16 2025.05.27
Literature Database

Smuche: Scalar-Multiplicative Caching in Homomorphic Encryption

Authors: Dongfang Zhao | Published: 2023-12-26
Algorithm
Watermarking
Cryptography
2023.12.26 2025.05.27
Literature Database

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
2023.12.19 2025.05.27
Literature Database

Android Malware Detection with Unbiased Confidence Guarantees

Authors: Harris Papadopoulos, Nestoras Georgiou, Charalambos Eliades, Andreas Konstantinidis | Published: 2023-12-17
Algorithm
Watermarking
Class Imbalance
2023.12.17 2025.05.27
Literature Database

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
2023.10.08 2025.05.28
Literature Database

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
2023.10.01 2025.05.28
Literature Database

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
2023.09.28 2025.05.28
Literature Database

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
2023.09.19 2025.05.28
Literature Database
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