AIセキュリティポータルbot

Local Model Poisoning Attacks to Byzantine-Robust Federated Learning

Authors: Minghong Fang, Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong | Published: 2019-11-26 | Updated: 2021-11-21
Poisoning
Model Performance Evaluation
Attack Type
2019.11.26 2025.05.28
Literature Database

Defending Against Adversarial Machine Learning

Authors: Alison Jenkins | Published: 2019-11-26
Model Performance Evaluation
Feature Selection Method
Statistical Analysis
2019.11.26 2025.05.28
Literature Database

Assessing Supply Chain Cyber Risks

Authors: Alberto Redondo, Alberto Torres-Barrán, David Ríos Insua, Jordi Domingo | Published: 2019-11-26
Risk Management
Information Security
Attack Type
2019.11.26 2025.05.28
Literature Database

Network Intrusion Detection based on LSTM and Feature Embedding

Authors: Hyeokmin Gwon, Chungjun Lee, Rakun Keum, Heeyoul Choi | Published: 2019-11-26
Attack Type
Machine Learning Application
Deep Learning-Based IDS
2019.11.26 2025.05.28
Literature Database

Privacy preserving Neural Network Inference on Encrypted Data with GPUs

Authors: Daniel Takabi, Robert Podschwadt, Jeff Druce, Curt Wu, Kevin Procopio | Published: 2019-11-26
Model Design
Machine Learning Application
Image Feature Extraction
2019.11.26 2025.05.28
Literature Database

Host-based anomaly detection using Eigentraces feature extraction and one-class classification on system call trace data

Authors: Ehsan Aghaei, Gursel Serpen | Published: 2019-11-25
Model Performance Evaluation
Deep Learning-Based IDS
Research Methodology
2019.11.25 2025.05.28
Literature Database

Playing it Safe: Adversarial Robustness with an Abstain Option

Authors: Cassidy Laidlaw, Soheil Feizi | Published: 2019-11-25
Adversarial Learning
Adversarial Example
Adversarial Attack Methods
2019.11.25 2025.05.28
Literature Database

One Man’s Trash is Another Man’s Treasure: Resisting Adversarial Examples by Adversarial Examples

Authors: Chang Xiao, Changxi Zheng | Published: 2019-11-25 | Updated: 2019-11-27
Adversarial Example
Adversarial Attack Methods
Effectiveness Analysis of Defense Methods
2019.11.25 2025.05.28
Literature Database

Transaction Confirmation Time Prediction in Ethereum Blockchain Using Machine Learning

Authors: Harsh Jot Singh, Abdelhakim Senhaji Hafid | Published: 2019-11-25
Blockchain Economics
Model Performance Evaluation
Machine Learning Application
2019.11.25 2025.05.28
Literature Database

Failure Modes in Machine Learning Systems

Authors: Ram Shankar Siva Kumar, David O Brien, Kendra Albert, Salomé Viljöen, Jeffrey Snover | Published: 2019-11-25
Backdoor Attack
Privacy Violation
Adversarial Example
2019.11.25 2025.05.28
Literature Database
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