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Machine Learning for Malware Evolution Detection

Authors: Lolitha Sresta Tupadha, Mark Stamp | Published: 2021-07-04
Malware Evolution
Machine Learning Application
Machine Learning Technology
2021.07.04 2025.05.28
Literature Database

Auxiliary-Classifier GAN for Malware Analysis

Authors: Rakesh Nagaraju, Mark Stamp | Published: 2021-07-04
Data Generation
Malware Evolution
Deep Learning Method
2021.07.04 2025.05.28
Literature Database

Certifiably Robust Interpretation via Renyi Differential Privacy

Authors: Ao Liu, Xiaoyu Chen, Sijia Liu, Lirong Xia, Chuang Gan | Published: 2021-07-04
Privacy Analysis
Robustness
Computational Efficiency
2021.07.04 2025.05.28
Literature Database

Machine Learning for Network-based Intrusion Detection Systems: an Analysis of the CIDDS-001 Dataset

Authors: José Carneiro, Nuno Oliveira, Norberto Sousa, Eva Maia, Isabel Praça | Published: 2021-07-02
Dataset evaluation
Model Performance Evaluation
Attack Evaluation
2021.07.02 2025.05.28
Literature Database

Segmented Federated Learning for Adaptive Intrusion Detection System

Authors: Geet Shingi, Harsh Saglani, Preeti Jain | Published: 2021-07-02
Cybersecurity
Machine Learning Method
Federated Learning
2021.07.02 2025.05.28
Literature Database

Robust and Fully-Dynamic Coreset for Continuous-and-Bounded Learning (With Outliers) Problems

Authors: Zixiu Wang, Yiwen Guo, Hu Ding | Published: 2021-06-30 | Updated: 2022-01-21
Core Set Construction
Robustness
Machine Learning Method
2021.06.30 2025.05.28
Literature Database

Robust Distributed Optimization With Randomly Corrupted Gradients

Authors: Berkay Turan, Cesar A. Uribe, Hoi-To Wai, Mahnoosh Alizadeh | Published: 2021-06-28 | Updated: 2022-06-17
Markov Model
Robust Regression
Optimization Methods
2021.06.28 2025.05.28
Literature Database

Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis

Authors: Chuanpu Fu, Qi Li, Meng Shen, Ke Xu | Published: 2021-06-28 | Updated: 2021-09-16
Feature Extraction Method
Anomaly Detection Method
Communication Analysis
2021.06.28 2025.05.28
Literature Database

Poisoning the Search Space in Neural Architecture Search

Authors: Robert Wu, Nayan Saxena, Rohan Jain | Published: 2021-06-28
Data-Driven Vulnerability Assessment
Efficiency Evaluation
Machine Learning Algorithm
2021.06.28 2025.05.28
Literature Database

On the (Un-)Avoidability of Adversarial Examples

Authors: Sadia Chowdhury, Ruth Urner | Published: 2021-06-24
Robustness Evaluation
Adversarial Example
Machine Learning Algorithm
2021.06.24 2025.05.28
Literature Database
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