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.
Conference on Neural Information Processing Systems (NeurIPS) Pay Attention to Small Weights
Conference on Neural Information Processing Systems (NeurIPS) Finding and Reactivating Post-Trained LLMs’ Hidden Safety Mechanisms
Conference on Neural Information Processing Systems (NeurIPS) The Graphon Limit Hypothesis: Understanding Neural Network Pruning via Infinite Width Analysis
Conference on Neural Information Processing Systems (NeurIPS) MaxSup: Overcoming Representation Collapse in Label Smoothing
Conference on Neural Information Processing Systems (NeurIPS) Revisiting Consensus Error: A Fine-grained Analysis of Local SGD under Second-order Data Heterogeneity
Conference on Neural Information Processing Systems (NeurIPS) GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMs
Conference on Neural Information Processing Systems (NeurIPS) Exploring the limits of strong membership inference attacks on large language models
Conference on Neural Information Processing Systems (NeurIPS) MIBP-Cert: Certified Training against Data Perturbations with Mixed-Integer Bilinear Programs
IEEE Symposium on Security and Privacy (S&P) Behind the Curtain: How Shared Hosting Providers Respond to Vulnerability Notifications