Model Performance Evaluation

Optimized Ensemble Model Towards Secured Industrial IoT Devices

Authors: MohammadNoor Injadat | Published: 2024-01-10
Model Performance Evaluation
Intrusion Detection System
Optimization Methods
2024.01.10 2025.05.27
Literature Database

Detecting Anomalies in Blockchain Transactions using Machine Learning Classifiers and Explainability Analysis

Authors: Mohammad Hasan, Mohammad Shahriar Rahman, Helge Janicke, Iqbal H. Sarker | Published: 2024-01-07
Class Imbalance
Model Performance Evaluation
Anomaly Detection Method
2024.01.07 2025.05.27
Literature Database

MalModel: Hiding Malicious Payload in Mobile Deep Learning Models with Black-box Backdoor Attack

Authors: Jiayi Hua, Kailong Wang, Meizhen Wang, Guangdong Bai, Xiapu Luo, Haoyu Wang | Published: 2024-01-05
Backdoor Attack
Malware Classification
Model Performance Evaluation
2024.01.05 2025.05.27
Literature Database

Facebook Report on Privacy of fNIRS data

Authors: Md Imran Hossen, Sai Venkatesh Chilukoti, Liqun Shan, Vijay Srinivas Tida, Xiali Hei | Published: 2024-01-01
Privacy Protection Method
Model Performance Evaluation
Federated Learning
2024.01.01 2025.05.27
Literature Database

Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning

Authors: Xiao-Yang Liu, Rongyi Zhu, Daochen Zha, Jiechao Gao, Shan Zhong, Matt White, Meikang Qiu | Published: 2023-12-29 | Updated: 2024-06-02
Privacy Protection Method
Model Performance Evaluation
Federated Learning
2023.12.29 2025.05.27
Literature Database

Anticipated Network Surveillance — An extrapolated study to predict cyber-attacks using Machine Learning and Data Analytics

Authors: Aviral Srivastava, Dhyan Thakkar, Sharda Valiveti, Pooja Shah, Gaurang Raval | Published: 2023-12-27
Dataset Generation
Model Performance Evaluation
Literature List
2023.12.27 2025.05.27
Literature Database

A Learning oriented DLP System based on Classification Model

Authors: Kishu Gupta, Ashwani Kush | Published: 2023-12-21
Data Protection Method
Data Preprocessing
Model Performance Evaluation
2023.12.21 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

EncryIP: A Practical Encryption-Based Framework for Model Intellectual Property Protection

Authors: Xin Mu, Yu Wang, Zhengan Huang, Junzuo Lai, Yehong Zhang, Hui Wang, Yue Yu | Published: 2023-12-19
Watermarking
Model Performance Evaluation
Watermark Robustness
2023.12.19 2025.05.27
Literature Database

SAME: Sample Reconstruction against Model Extraction Attacks

Authors: Yi Xie, Jie Zhang, Shiqian Zhao, Tianwei Zhang, Xiaofeng Chen | Published: 2023-12-17 | Updated: 2024-01-08
Watermarking
Model Performance Evaluation
Model Extraction Attack
2023.12.17 2025.05.27
Literature Database
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