Ann-Kathrin Dombrowski

3 papers · 2019–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (14) 👥 Mega-Team (46)

Conferences

ICML (2) NIPS (1)

Top co-authors

Christopher Anders (2) Klaus-Robert Müller (2) Pan Kessel (2) Ponnurangam Kumaraguru (1) Brad Jokubaitis (1) Dan Hendrycks (1) Adam Alfred Hunt (1) Summer Yue (1) Palash Oswal (1) Uday Tupakula (1)

Keywords

explanation method (2) neural network interpretability (1) feature attribution (1) adversarial robustness (1) input perturbation (1) black-box classifier (1) differential geometry (1)

Papers

The WMDP Benchmark: Measuring and Reducing Malicious Use with Unlearning ICML 2024

Fairwashing explanations with off-manifold detergent ICML 2020

Explanations can be manipulated and geometry is to blame NIPS 2019