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.
National Conference of the American Association for Artificial Intelligence (AAAI) Seqret: Mining Rule Sets from Event Sequences
Association for the Advancement of Artificial Intelligence (AAAI) Demystifying Foreground-Background Memorization in Diffusion Models
Association for the Advancement of Artificial Intelligence (AAAI) Exact Shapley Attributions in Quadratic-time for FANOVA Gaussian Processes
IEEE Access An Exploratory Survey Study Toward a Conceptual Framework for Structuring the Integration of Privacy-Enhancing Technologies in Federated Learning and Analytics
Transactions on Machine Learning Research Self-Supervised Laplace Approximation for Bayesian Uncertainty Quantification
Financial Cryptography and Data Security (FC) OmniBA: Round-Efficient BA with Quadratic Communication under Mixed Faults
ACM Transactions on Software Engineering and Methodology FLAT: Formal Languages as Types
Winter Conference on Applications of Computer Vision (WACV) Deepfake Detection that Generalizes Across Benchmarks
Workshop on the Symposium on Usable Security and Privacy(USEC) From Paranoia to Compliance: The Bumpy Road of System Hardening Practices on Stack Exchange