CNN adversarial attack mitigation using perturbed samples training

Adversarial attack-based security vulnerability verification using deep learning library for multimedia video surveillance

(2019) JaeHan Jeong et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Unsupervised feature learning for spam email filtering

(2019) Melvin Diale et al.   COMPUTERS & ELECTRICAL ENGINEERING

KDSAE: Chronic kidney disease classification with multimedia data learning using deep stacked autoencoder network

(2019) Aditya Khamparia et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Generate adversarial examples by spatially perturbing on the meaningful area

(2019) Ting Deng et al.   PATTERN RECOGNITION LETTERS

Secure deep neural networks using adversarial image generation and training with Noise-GAN

(2019) Atiye Sadat Hashemi et al.   COMPUTERS & SECURITY

Denoising Autoencoders for Overgeneralization in Neural Networks

(2019) Giacomo Spigler   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Minimum margin loss for deep face recognition

(2019) Xin Wei et al.   PATTERN RECOGNITION

A road segmentation method based on the deep auto-encoder with supervised learning

(2018) Xiaona Song et al.   COMPUTERS & ELECTRICAL ENGINEERING

Friend-safe evasion attack: An adversarial example that is correctly recognized by a friendly classifier

(2018) Hyun Kwon et al.   COMPUTERS & SECURITY

Denoising Adversarial Autoencoders

(2018) Antonia Creswell et al.   IEEE Transactions on Neural Networks and Learning Systems