AIセキュリティポータルbot

IoT Behavioral Monitoring via Network Traffic Analysis

Authors: Arunan Sivanathan | Published: 2020-01-28
IoT Traffic Characteristics
Security Analysis
Device Identification Method
2020.01.28 2025.05.28
Literature Database

Privacy-Preserving Gaussian Process Regression — A Modular Approach to the Application of Homomorphic Encryption

Authors: Peter Fenner, Edward O. Pyzer-Knapp | Published: 2020-01-28
Privacy Protection
Cryptography
Machine Learning Technology
2020.01.28 2025.05.28
Literature Database

Interpreting Machine Learning Malware Detectors Which Leverage N-gram Analysis

Authors: William Briguglio, Sherif Saad | Published: 2020-01-27
Robustness Improvement Method
Machine Learning Technology
Feature Extraction Method
2020.01.27 2025.05.28
Literature Database

Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning

Authors: Inaam Ilahi, Muhammad Usama, Junaid Qadir, Muhammad Umar Janjua, Ala Al-Fuqaha, Dinh Thai Hoang, Dusit Niyato | Published: 2020-01-27 | Updated: 2021-09-08
Adversarial Attack Detection
Fundamentals of Machine Learning
Deep Reinforcement Learning
2020.01.27 2025.05.28
Literature Database

Practical Fast Gradient Sign Attack against Mammographic Image Classifier

Authors: Ibrahim Yilmaz | Published: 2020-01-27
Adversarial Learning
Adversarial Attack Detection
Machine Learning Method
2020.01.27 2025.05.28
Literature Database

Generating Natural Adversarial Hyperspectral examples with a modified Wasserstein GAN

Authors: Jean-Christophe Burnel, Kilian Fatras, Nicolas Courty | Published: 2020-01-27
Data Generation Method
Adversarial Example
Generative Adversarial Network
2020.01.27 2025.05.28
Literature Database

Ensemble Noise Simulation to Handle Uncertainty about Gradient-based Adversarial Attacks

Authors: Rehana Mahfuz, Rajeev Sahay, Aly El Gamal | Published: 2020-01-26
Adversarial Learning
Adversarial Attack Detection
Effectiveness Analysis of Defense Methods
2020.01.26 2025.05.28
Literature Database

Secondary Use of Electronic Health Record: Opportunities and Challenges

Authors: Shahid Munir Shah, Rizwan Ahmed Khan | Published: 2020-01-26
Privacy Enhancing Technology
Research Methodology
Clinical Research
2020.01.26 2025.05.28
Literature Database

Privacy for All: Demystify Vulnerability Disparity of Differential Privacy against Membership Inference Attack

Authors: Bo Zhang, Ruotong Yu, Haipei Sun, Yanying Li, Jun Xu, Hui Wang | Published: 2020-01-24
Privacy Assurance
Privacy Enhancing Technology
Statistical Methods
2020.01.24 2025.05.28
Literature Database

On the human evaluation of audio adversarial examples

Authors: Jon Vadillo, Roberto Santana | Published: 2020-01-23 | Updated: 2021-02-12
Adversarial Example
Adversarial Attack Detection
Malfunction of Voice Assistants
2020.01.23 2025.05.28
Literature Database
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