The Path to Defence: A Roadmap to Characterising Data Poisoning Attacks on Victim Models

Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses

(2022) Micah Goldblum et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

CNN adversarial attack mitigation using perturbed samples training

(2021) Atiye Sadat Hashemi et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain

(2021) Ishai Rosenberg et al.   ACM COMPUTING SURVEYS

A Survey on Adversarial Attack in the Age of Artificial Intelligence

(2021) Zixiao Kong et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Divergence-Agnostic Unsupervised Domain Adaptation by Adversarial Attacks

(2021) Jingjing Li et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Adaptive iterative attack towards explainable adversarial robustness

(2020) Yucheng Shi et al.   PATTERN RECOGNITION

Stochastic Policy Gradient Ascent in Reproducing Kernel Hilbert Spaces

(2020) Santiago Paternain et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

A Roadmap for Foundational Research on Artificial Intelligence in Medical Imaging: From the 2018 NIH/RSNA/ACR/The Academy Workshop

(2019) Curtis P. Langlotz et al.   RADIOLOGY

One Pixel Attack for Fooling Deep Neural Networks

(2019) Jiawei Su et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Hiding data in dual color images reversibly via weighted matrix

(2019) Partha Chowdhuri et al.   Journal of Information Security and Applications

Adversarial image detection in deep neural networks

(2018) Fabio Carrara et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey

(2018) Naveed Akhtar et al.   IEEE Access

Efficient agglomerative hierarchical clustering

(2015) Athman Bouguettaya et al.   EXPERT SYSTEMS WITH APPLICATIONS

A natural gradient descent algorithm for the solution of discrete algebraic Lyapunov equations based on the geodesic distance

(2013) Xiaomin Duan et al.   APPLIED MATHEMATICS AND COMPUTATION

An SVM-based machine learning method for accurate internet traffic classification

(2008) Ruixi Yuan et al.   INFORMATION SYSTEMS FRONTIERS