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) Causal Discovery from Interval-Based Event Sequences
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