David Dobre
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
adversarial attack
(2)
large language model
(2)
stochastic gradient descent
(1)
adversarial robustness
(1)
variational inequality
(1)
embedding space
(1)
model unlearning
(1)
adversarial training
(1)
safety alignment
(1)
diffusion model
(1)
convergence guarantee
(1)
jailbreak attack
(1)
red teaming
(1)
gradient descent ascent
(1)
stochastic extragradient
(1)
certified defense
(1)
heavy-tailed noise
(1)
robustness certificate
(1)
minimax problem
(1)
toxicity classifier
(1)
Papers
Learning Diverse Attacks on Large Language Models for Robust Red-Teaming and Safety Tuning
ICLR 2025
On the Scalability of Certified Adversarial Robustness with Generated Data
NeurIPS 2024
Sarah Frank-Wolfe: Methods for Constrained Optimization with Best Rates and Practical Features
ICML 2024
Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space
NeurIPS 2024
Clipped Stochastic Methods for Variational Inequalities with Heavy-Tailed Noise
NeurIPS 2022