Data poisoning attacks against machine learning algorithms

Classification in the Presence of Label Noise: A Survey

Benoît Frénay‬, Michel Verleysen · IEEE Transactions on Neural Networks and Learning Systems · 2014 · 1.7K citations

Computing, Computer Science, Computer Vision +8

One Pixel Attack for Fooling Deep Neural Networks

IEEE Transactions on Evolutionary Computation · 2019 · 1.7K citations · Full text

Computing, Computer Engineering, Computer Science +11

Poisoning Attacks against Support Vector Machines

Battista Biggio, Blaine Nelson, Pavel Laskov · arXiv (Cornell University) · 2012 · 740 citations · Full text

Computing, Computer Science, Computer Security +11

Machine learning for email spam filtering: review, approaches and open research problems

Emmanuel Gbenga Dada, Joseph Stephen Bassi, Haruna Chiroma et al. · Heliyon · 2019 · 519 citations · Full text

Computing, Computer Science, Cybersecurity +9

Adversarial Attacks and Defences: A Survey

Anirban Chakraborty, Manaar Alam, Vishal Dey et al. · arXiv (Cornell University) · 2018 · 461 citations · Full text

Computing, Computer Science, Cybersecurity +10