Boris Köpf
Artificial Intelligence · 2007–2019
A researcher in the Science corpus: 5 papers; trusts 23 researchers and is trusted by 22 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 86 citations into it; #7,248 of 35,345 by trust here, #9,641 by citations
- Privacy & Security — 40 citations into it; #276 of 709 by trust here, #434 by citations
- Computational Theory and Mathematics — 18 citations into it
- Signal Processing — 16 citations into it
- Computer Vision and Pattern Recognition — 14 citations into it
- Safety, Robustness & Interpretability — 12 citations into it
- Computer Networks and Communications — 10 citations into it
- Sociology and Political Science — 10 citations into it
Whom Boris Köpf trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Cynthia Dwork
- Gilles Barthe
- Jean-Jacques Quisquater
- Frank McSherry
- Michael R. Clarkson
- Nick Benton
- Anupam Gupta
- Mihir Bellare
- Benjamin Gr'egoire
- Kobbi Nissim
Who trusts Boris Köpf overall
- François-Xavier Standaert
- Geoffrey Smith
- Gilles Barthe
- Masoud Rostami
- Danfeng Zhang
- Goran Doychev
- Borja Balle
- Arjun Narayan
- Marco Gaboardi
- Daniel Kifer
Papers from Boris Köpf's perspective
Ordered by how strongly the researchers Boris Köpf trusts endorse each paper. Same corpus, a different order for every researcher.
- Differential Privacy
- Calibrating Noise to Sensitivity in Private Data Analysis
- Long Short-Term Memory
- Deep Learning with Differential Privacy
- A firm foundation for private data analysis
- Attention is All you Need (Neural Information Processing Systems)
- Computational Differential Privacy
- Privacy integrated queries: an extensible platform for privacy-preserving data analysis
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- Membership Inference Attacks Against Machine Learning Models
Their papers
- Analyzing Information Leakage of Updates to Natural Language Models (2019) — 147 citations
- An information-theoretic model for adaptive side-channel attacks (2007) — 387 citations
- Probabilistic Relational Reasoning for Differential Privacy (2013) — 64 citations
- CacheAudit: A Tool for the Static Analysis of Cache Side Channels (2013) — 300 citations
- Probabilistic relational reasoning for differential privacy (2012) — 237 citations