Publications
Scientific publications are the most important measure of our academic excellence and impact. In the past years, CISPA researchers have published many papers at scientific top-tier conferences and in prestigious journals. Our publications are listed in our publications database, including a link to the original paper.
International Conference on Machine Learning (ICML) Spectral Preconditioning for Gradient Methods on Graded Non-convex Functions
International Conference on Machine Learning (ICML) Non-Convex Stochastic Composite Optimization with Polyak Momentum
International Conference on Machine Learning (ICML) Universal Gradient Methods for Stochastic Convex Optimization
ICML Workshop on Foundation Models in the WIld (ICML-W) POST: A Framework for Privacy of Soft-prompt Transfer
International Conference on Machine Learning (ICML) Prompt-Independent Data Protection Against Latent Diffusion Models
International Conference on Machine Learning (ICML) TERD: A unified framework for safeguarding diffusion models against backdoors
International Conference on Machine Learning (ICML) GATE: How to Keep Out Intrusive Neighbors
International Conference on Machine Learning (ICML) Federated Optimization with Doubly Regularized Drift Correction
Network and Distributed System Security Symposium (NDSS) Towards Understanding Unsafe Video Generation