1. Deep Learning with Differential Privacy
2. Galen Andrew, Om Thakkar, Brendan McMahan, and Swaroop Ramaswamy. 2021. Differentially private learning with adaptive clipping. Advances in Neural Information Processing Systems (2021).
3. Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell et al. 2020. Language models are few-shot learners. Advances in neural information processing systems (2020).
4. Antonio Brunetti, Domenico Buongiorno, Gianpaolo Francesco Trotta, and Vitoantonio Bevilacqua. 2018. Computer vision and deep learning techniques for pedestrian detection and tracking: A survey. Neurocomputing (2018).
5. Kamalika Chaudhuri and Claire Monteleoni. 2008. Privacy-preserving logistic regression. Advances in neural information processing systems (2008).