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.
MLHat DexRay: A Simple, yet Effective Deep Learning Approach to Android Malware Detection Based on Image Representation of Bytecode
International Conference on Artificial Intelligence and Statistics (AISTATS) A Linearly Convergent Algorithm for Decentralized Optimization: Sending Less Bits for Free!
International Conference on Machine Learning (ICML) Consensus Control for Decentralized Deep Learning.
International Conference on Artificial Intelligence and Statistics (AISTATS) Critical Parameters for Scalable Distributed Learning with Large Batches and Asynchronous Updates.
International Conference on Artificial Intelligence and Statistics (AISTATS) LENA: Communication-Efficient Distributed Learning with Self-Triggered Gradient Uploads.
International Conference on Machine Learning (ICML) Quasi-global Momentum: Accelerating Decentralized Deep Learning on Heterogeneous Data.
International Conference on the Theory and Application of Cryptographic Techniques (EuroCrypt) On the (in)security of ROS
ACM Conference on Data and Application Security and Privacy (CODASPY) Secure Pull Printing with QR Codes and National eID Cards: A Software-oriented Design and an Open-source Implementation.