AIセキュリティポータルbot

A Differentially Private Text Perturbation Method Using a Regularized Mahalanobis Metric

Authors: Zekun Xu, Abhinav Aggarwal, Oluwaseyi Feyisetan, Nathanael Teissier | Published: 2020-10-22
Text Perturbation Method
Causes of Information Leakage
Machine Learning Algorithm
2020.10.22 2025.05.28
Literature Database

Getting Passive Aggressive About False Positives: Patching Deployed Malware Detectors

Authors: Edward Raff, Bobby Filar, James Holt | Published: 2020-10-22
Malware Detection
Machine Learning Method
Weight Update Method
2020.10.22 2025.05.28
Literature Database

Machine Learning-Based Early Detection of IoT Botnets Using Network-Edge Traffic

Authors: Ayush Kumar, Mrinalini Shridhar, Sahithya Swaminathan, Teng Joon Lim | Published: 2020-10-22
Dataset evaluation
Machine Learning Application
Anomaly Detection Method
2020.10.22 2025.05.28
Literature Database

Maximum Mean Discrepancy Test is Aware of Adversarial Attacks

Authors: Ruize Gao, Feng Liu, Jingfeng Zhang, Bo Han, Tongliang Liu, Gang Niu, Masashi Sugiyama | Published: 2020-10-22 | Updated: 2021-07-11
Vulnerability of Adversarial Examples
Analysis of Detection Methods
Statistical Methods
2020.10.22 2025.05.28
Literature Database

Certified Distributional Robustness on Smoothed Classifiers

Authors: Jungang Yang, Liyao Xiang, Ruidong Chen, Yukun Wang, Wei Wang, Xinbing Wang | Published: 2020-10-21 | Updated: 2021-04-30
Dataset evaluation
Robustness Improvement Method
Adversarial Example
2020.10.21 2025.05.28
Literature Database

Amnesiac Machine Learning

Authors: Laura Graves, Vineel Nagisetty, Vijay Ganesh | Published: 2020-10-21
Machine Unlearning
Legal Compliance
2020.10.21 2025.05.28
Literature Database

Multi-Dimensional Randomized Response

Authors: Josep Domingo-Ferrer, Jordi Soria-Comas | Published: 2020-10-21 | Updated: 2020-12-19
Dataset evaluation
Privacy Assurance
Multidimensional Data Analysis
2020.10.21 2025.05.28
Literature Database

VenoMave: Targeted Poisoning Against Speech Recognition

Authors: Hojjat Aghakhani, Lea Schönherr, Thorsten Eisenhofer, Dorothea Kolossa, Thorsten Holz, Christopher Kruegel, Giovanni Vigna | Published: 2020-10-21 | Updated: 2023-04-20
Backdoor Attack
Poisoning
Poisoning Attack
2020.10.21 2025.05.28
Literature Database

Towards Understanding the Dynamics of the First-Order Adversaries

Authors: Zhun Deng, Hangfeng He, Jiaoyang Huang, Weijie J. Su | Published: 2020-10-20
Adversarial Learning
Optimization Methods
Weight Update Method
2020.10.20 2025.05.28
Literature Database

Mitigating Sybil Attacks on Differential Privacy based Federated Learning

Authors: Yupeng Jiang, Yong Li, Yipeng Zhou, Xi Zheng | Published: 2020-10-20
Attack Methods against DFL
Poisoning
Poisoning Attack
2020.10.20 2025.05.28
Literature Database
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