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 Workshop (ICML-W) Don't Trust Stubborn Neighbors: A Security Framework for Agentic Networks
Annual Meeting of the Association for Computational Linguistics (ACL) PeerCheck: Enhancing LLM-Generated Academic Reviews Towards Human-Level Quality
Annual Meeting of the Association for Computational Linguistics (ACL) Peering Behind the Shield: Guardrail Identification in Large Language Models
International Conference on Machine Learning workshop (ICML-W) Continuous Sparsification via Minimizing Movement
International Conference on Machine Learning (ICML) Fixed Aggregation Features Can Rival GNNs
Annual Meeting of the Association for Computational Linguistics (ACL) Reward Yourself: Efficient Self Rewards for Trustworthy Sampling
International Conference on Machine Learning (ICML) Improved Convergence Analysis of Topology Dependence in Decentralized SGD
International Conference on Machine Learning (ICML) Accuracy-First Rényi Differential Privacy and Post-Processing Immunity
International Conference on Machine Learning (ICML) Enhancing LLM Training via Spectral Clipping