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

Adversarial Attack with Pattern Replacement

Authors: Ziang Dong, Liang Mao, Shiliang Sun | Published: 2019-11-25
Model Design
Adversarial Attack Methods
Research Methodology
2019.11.25 2025.05.28
Literature Database

Algorithmic Bias in Recidivism Prediction: A Causal Perspective

Authors: Aria Khademi, Vasant Honavar | Published: 2019-11-24
Algorithm
Bias Elimination in Training Data
Bias in Training Data
2019.11.24 2025.05.28
Literature Database

Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference

Authors: Wei-An Lin, Yogesh Balaji, Pouya Samangouei, Rama Chellappa | Published: 2019-11-23
Model Design
Adversarial Attack Methods
Research Methodology
2019.11.23 2025.05.28
Literature Database

Universal adversarial examples in speech command classification

Authors: Jon Vadillo, Roberto Santana | Published: 2019-11-22 | Updated: 2021-02-13
Adversarial Example
Adversarial Attack Methods
Research Methodology
2019.11.22 2025.05.28
Literature Database

Privacy-preserving parametric inference: a case for robust statistics

Authors: Marco Avella-Medina | Published: 2019-11-22
Robust Estimation
Convergence Property
Definition of Mathematical Concepts
2019.11.22 2025.05.28
Literature Database

Adversarial Learning of Privacy-Preserving and Task-Oriented Representations

Authors: Taihong Xiao, Yi-Hsuan Tsai, Kihyuk Sohn, Manmohan Chandraker, Ming-Hsuan Yang | Published: 2019-11-22
Privacy-Preserving Data Mining
Poisoning
Membership Inference
2019.11.22 2025.05.28
Literature Database

DL-Droid: Deep learning based android malware detection using real devices

Authors: Mohammed K. Alzaylaee, Suleiman Y. Yerima, Sakir Sezer | Published: 2019-11-22
Model Performance Evaluation
Deep Learning
Feature Extraction Method
2019.11.22 2025.05.28
Literature Database

Attack Agnostic Statistical Method for Adversarial Detection

Authors: Sambuddha Saha, Aashish Kumar, Pratyush Sahay, George Jose, Srinivas Kruthiventi, Harikrishna Muralidhara | Published: 2019-11-22
Adversarial Example
Adversarial attack
Research Methodology
2019.11.22 2025.05.28
Literature Database
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