AIセキュリティポータルbot

Extracting vehicle sensor signals from CAN logs for driver re-identification

Authors: Szilvia Lestyan, Gergely Acs, Gergely Biczok, Zsolt Szalay | Published: 2019-02-24 | Updated: 2019-10-25
Random Forest
Machine Learning
Vehicle Network
2019.02.24 2025.05.28
Literature Database

Privacy Preserving Location Data Publishing: A Machine Learning Approach

Authors: Sina Shaham, Ming Ding, Bo Liu, Shuping Dang, Zihuai Lin, Jun Li | Published: 2019-02-24 | Updated: 2019-11-05
Data Anonymization Techniques
Privacy Protection Method
Dynamic Alignment Algorithm
2019.02.24 2025.05.28
Literature Database

Evaluating Differentially Private Machine Learning in Practice

Authors: Bargav Jayaraman, David Evans | Published: 2019-02-24 | Updated: 2019-08-12
Membership Inference
Differential Privacy
Causes of Information Leakage
2019.02.24 2025.05.28
Literature Database

Identifying Malicious Web Domains Using Machine Learning Techniques with Online Credibility and Performance Data

Authors: Zhongyi Hu, Raymond Chiong, Ilung Pranata, Willy Susilo, Yukun Bao | Published: 2019-02-23
Performance Evaluation
Phishing Detection
Poisoning
2019.02.23 2025.05.28
Literature Database

A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks

Authors: Hadi Salman, Greg Yang, Huan Zhang, Cho-Jui Hsieh, Pengchuan Zhang | Published: 2019-02-23 | Updated: 2020-01-10
Certified Robustness
Robustness Evaluation
Adversarial Learning
2019.02.23 2025.05.28
Literature Database

Adversarial Neural Network Inversion via Auxiliary Knowledge Alignment

Authors: Ziqi Yang, Ee-Chien Chang, Zhenkai Liang | Published: 2019-02-22
Model Inversion
Adversarial Attack Methods
Optimization Methods
2019.02.22 2025.05.28
Literature Database

A Graph-Based Machine Learning Approach for Bot Detection

Authors: Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba | Published: 2019-02-22
Graph Construction
Data Preprocessing
Bot Detection Method
2019.02.22 2025.05.28
Literature Database

Adversarial Attacks on Graph Neural Networks via Meta Learning

Authors: Daniel Zügner, Stephan Günnemann | Published: 2019-02-22 | Updated: 2024-01-28
Graph Construction
Adversarial Example
Adversarial Attack Methods
2019.02.22 2025.05.28
Literature Database

Quantifying Perceptual Distortion of Adversarial Examples

Authors: Matt Jordan, Naren Manoj, Surbhi Goel, Alexandros G. Dimakis | Published: 2019-02-21
Certified Robustness
Adversarial Learning
Adversarial Attack Methods
2019.02.21 2025.05.28
Literature Database

Wasserstein Adversarial Examples via Projected Sinkhorn Iterations

Authors: Eric Wong, Frank R. Schmidt, J. Zico Kolter | Published: 2019-02-21 | Updated: 2020-01-18
Wasserstein Distance
Certified Robustness
Adversarial Attack Methods
2019.02.21 2025.05.28
Literature Database
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