David Dobre

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Language Modelling

Stochastic Methods

Denial Of Service Attacks

Top Venues

Publications

Leo Schwinn, David Dobre, Sophie Xhonneux, Gauthier Gidel, Stephan Günnemann
Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space. CoRR (2024)
Seanie Lee, Minsu Kim, Lynn Cherif, David Dobre, Juho Lee, Sung Ju Hwang, Kenji Kawaguchi, Gauthier Gidel, Yoshua Bengio, Nikolay Malkin, Moksh Jain
Learning diverse attacks on large language models for robust red-teaming and safety tuning. CoRR (2024)
Sophie Xhonneux, David Dobre, Jian Tang, Gauthier Gidel, Dhanya Sridhar
In-Context Learning Can Re-learn Forbidden Tasks. CoRR (2024)
Thomas Altstidl, David Dobre, Björn M. Eskofier, Gauthier Gidel, Leo Schwinn
Raising the Bar for Certified Adversarial Robustness with Diffusion Models. CoRR (2023)
Leo Schwinn, David Dobre, Stephan Günnemann, Gauthier Gidel
Adversarial Attacks and Defenses in Large Language Models: Old and New Threats. CoRR (2023)
Aleksandr Beznosikov, David Dobre, Gauthier Gidel
Sarah Frank-Wolfe: Methods for Constrained Optimization with Best Rates and Practical Features. CoRR (2023)
Leo Schwinn, David Dobre, Stephan Günnemann, Gauthier Gidel
Adversarial Attacks and Defenses in Large Language Models: Old and New Threats. ICBINB (2023)
Samy Jelassi, David Dobre, Arthur Mensch, Yuanzhi Li, Gauthier Gidel
Dissecting adaptive methods in GANs. CoRR (2022)
Eduard Gorbunov, Marina Danilova, David Dobre, Pavel E. Dvurechenskii, Alexander V. Gasnikov, Gauthier Gidel
Clipped Stochastic Methods for Variational Inequalities with Heavy-Tailed Noise. NeurIPS (2022)
Eduard Gorbunov, Marina Danilova, David Dobre, Pavel E. Dvurechensky, Alexander V. Gasnikov, Gauthier Gidel
Clipped Stochastic Methods for Variational Inequalities with Heavy-Tailed Noise. CoRR (2022)