Requirements Assurance in Machine Learning.

Certified Defenses for Data Poisoning Attacks

Jacob Steinhardt, Pang Wei Koh, Percy Liang · arXiv (Cornell University) · 2017 · 83 citations · Full text

Computing, Computer Science, Cybersecurity +14

Synthetic Data Generation for Deep Learning in Counting Pedestrians

Hadi Keivan Ekbatani, Oriol Pujol, Santi Seguí · 2017 · 44 citations · Full text

Computing, Computer Science, Artificial Intelligence +9

Multiple-Implementation Testing of Supervised Learning Software

Siwakorn Srisakaokul, Zhengkai Wu, Angello Astorga et al. · National Conference on Artificial Intelligence · 2016 · 40 citations

Computing, Computer Engineering, Computer Science +7