Literature Database

Performance Analysis of Scientific Computing Workloads on Trusted Execution Environments

Authors: Ayaz Akram, Anna Giannakou, Venkatesh Akella, Jason Lowe-Power, Sean Peisert | Published: 2020-10-25
TEE Implementation
Watermarking
Factors of Performance Degradation
2020.10.25 2025.05.28
Literature Database

ATRO: Adversarial Training with a Rejection Option

Authors: Masahiro Kato, Zhenghang Cui, Yoshihiro Fukuhara | Published: 2020-10-24
Adversarial Example
Adversarial Example Detection
Machine Learning Algorithm
2020.10.24 2025.05.28
Literature Database

Graph Information Bottleneck

Authors: Tailin Wu, Hongyu Ren, Pan Li, Jure Leskovec | Published: 2020-10-24
Future Research
Information-Theoretic Evaluation
Machine Learning Algorithm
2020.10.24 2025.05.28
Literature Database

Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realization

Authors: Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan | Published: 2020-10-24 | Updated: 2021-11-30
Taxonomy of Attacks
Attack Method
Knowledge Graph
2020.10.24 2025.05.28
Literature Database

Avoiding Occupancy Detection from Smart Meter using Adversarial Machine Learning

Authors: ibrahim Yilmaz, Ambareen Siraj | Published: 2020-10-23
Data Obfuscation
Privacy Protection
Machine Learning Algorithm
2020.10.23 2025.05.28
Literature Database

DualNet: Locate Then Detect Effective Payload with Deep Attention Network

Authors: Shiyi Yang, Peilun Wu, Hui Guo | Published: 2020-10-23
Poisoning
Machine Learning Method
Feature Importance Analysis
2020.10.23 2025.05.28
Literature Database

Investigating Membership Inference Attacks under Data Dependencies

Authors: Thomas Humphries, Simon Oya, Lindsey Tulloch, Matthew Rafuse, Ian Goldberg, Urs Hengartner, Florian Kerschbaum | Published: 2020-10-23 | Updated: 2023-06-14
Property Inference Attack
Membership Disclosure Risk
evaluation metrics
2020.10.23 2025.05.28
Literature Database

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
Next page