Literature Database

Adversarial Example Detection by Classification for Deep Speech Recognition

Authors: Saeid Samizade, Zheng-Hua Tan, Chao Shen, Xiaohong Guan | Published: 2019-10-22
Adversarial Learning
Adversarial Transferability
Malfunction of Voice Assistants

Abnormal Client Behavior Detection in Federated Learning

Authors: Suyi Li, Yong Cheng, Yang Liu, Wei Wang, Tianjian Chen | Published: 2019-10-22 | Updated: 2019-12-06
Client Contribution Assessment
Poisoning
Anomaly Detection Method

Edge Dithering for Robust Adaptive Graph Convolutional Networks

Authors: Vassilis N. Ioannidis, Georgios B. Giannakis | Published: 2019-10-21
Graph Neural Network
Poisoning
Model Architecture

GraphSAC: Detecting anomalies in large-scale graphs

Authors: Vassilis N. Ioannidis, Dimitris Berberidis, Georgios B. Giannakis | Published: 2019-10-21
Graph Representation Learning
Data Contamination Detection
Performance Evaluation

Learning to Learn by Zeroth-Order Oracle

Authors: Yangjun Ruan, Yuanhao Xiong, Sashank Reddi, Sanjiv Kumar, Cho-Jui Hsieh | Published: 2019-10-21 | Updated: 2020-02-07
Performance Evaluation
Loss Term
Selection and Evaluation of Optimization Algorithms

Aleatoric and Epistemic Uncertainty in Machine Learning: An Introduction to Concepts and Methods

Authors: Eyke Hüllermeier, Willem Waegeman | Published: 2019-10-21 | Updated: 2020-09-16
Quantification of Uncertainty
Handling of Uncertainty
Statistical Hypothesis Testing

Cryptomining Makes Noise: a Machine Learning Approach for Cryptojacking Detection

Authors: Maurantonio Caprolu, Simone Raponi, Gabriele Oligeri, Roberto Di Pietro | Published: 2019-10-21 | Updated: 2020-01-28
Network Traffic Analysis
Performance Evaluation
Machine Learning Method

Recovering Localized Adversarial Attacks

Authors: Jan Philip Göpfert, Heiko Wersing, Barbara Hammer | Published: 2019-10-21
Poisoning
Adversarial Learning
Feature Importance Analysis

Leveraging Hierarchical Representations for Preserving Privacy and Utility in Text

Authors: Oluwaseyi Feyisetan, Tom Diethe, Thomas Drake | Published: 2019-10-20
Privacy Protection Method
Privacy Issues
Membership Inference

Tree-based Intelligent Intrusion Detection System in Internet of Vehicles

Authors: Li Yang, Abdallah Moubayed, Ismail Hamieh, Abdallah Shami | Published: 2019-10-18 | Updated: 2022-10-05
Cyber Threat
Model Ensemble
Feature Importance Analysis