AIセキュリティポータルbot

Random CapsNet Forest Model for Imbalanced Malware Type Classification Task

Authors: Aykut Çayır, Uğur Ünal, Hasan Dağ | Published: 2019-12-20 | Updated: 2020-08-23
Adversarial Learning
Deep Learning
Watermark Evaluation
2019.12.20 2025.05.28
Literature Database

Towards Verifying Robustness of Neural Networks Against Semantic Perturbations

Authors: Jeet Mohapatra, Tsui-Wei, Weng, Pin-Yu Chen, Sijia Liu, Luca Daniel | Published: 2019-12-19 | Updated: 2020-06-15
Robustness Evaluation
Adversarial Learning
Deep Learning
2019.12.19 2025.05.28
Literature Database

An Adaptive and Fast Convergent Approach to Differentially Private Deep Learning

Authors: Zhiying Xu, Shuyu Shi, Alex X. Liu, Jun Zhao, Lin Chen | Published: 2019-12-19
Privacy-Preserving Algorithm
Privacy Protection Mechanism
Deep Learning Technology
2019.12.19 2025.05.28
Literature Database

Malware Makeover: Breaking ML-based Static Analysis by Modifying Executable Bytes

Authors: Keane Lucas, Mahmood Sharif, Lujo Bauer, Michael K. Reiter, Saurabh Shintre | Published: 2019-12-19 | Updated: 2021-10-25
Binary Diversification
Adversarial Example
Deep Learning Technology
2019.12.19 2025.05.28
Literature Database

Model Weight Theft With Just Noise Inputs: The Curious Case of the Petulant Attacker

Authors: Nicholas Roberts, Vinay Uday Prabhu, Matthew McAteer | Published: 2019-12-19
Data Generation
Model Design
Model Communication
2019.12.19 2025.05.28
Literature Database

Adversarial VC-dimension and Sample Complexity of Neural Networks

Authors: Zetong Qi, T. J. Wilder | Published: 2019-12-18
Robustness
Adversarial Spectrum Attack Detection
Continuous Linear Function
2019.12.18 2025.05.28
Literature Database

SIGMA : Strengthening IDS with GAN and Metaheuristics Attacks

Authors: Simon Msika, Alejandro Quintero, Foutse Khomh | Published: 2019-12-18
Hybrid Algorithm
Adversarial Learning
Automated Intrusion Detection System
2019.12.18 2025.05.28
Literature Database

Learning to Prevent Leakage: Privacy-Preserving Inference in the Mobile Cloud

Authors: Shuang Zhang, Liyao Xiang, Congcong Li, Yixuan Wang, Quanshi Zhang, Wei Wang, Bo Li | Published: 2019-12-18 | Updated: 2021-06-15
Privacy Protection
Performance Evaluation Metrics
Deep Learning Method
2019.12.18 2025.05.28
Literature Database

MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking

Authors: Rushil Anirudh, Jayaraman J. Thiagarajan, Bhavya Kailkhura, Timo Bremer | Published: 2019-12-16 | Updated: 2020-04-30
Data Generation
Robustness
Performance Evaluation Metrics
2019.12.16 2025.05.28
Literature Database

Adversarial Model Extraction on Graph Neural Networks

Authors: David DeFazio, Arti Ramesh | Published: 2019-12-16
Graph Neural Network
Model Design
Fundamentals of Machine Learning
2019.12.16 2025.05.28
Literature Database
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