Sam Toyer
4 papers · 2019–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🐣
Hot Topic Early Bird
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Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
imitation learning
(2)
image generation
(1)
benchmark suite
(1)
variational inference
(1)
inverse reinforcement learning
(1)
behavior cloning
(1)
mutual information
(1)
distribution shift
(1)
benchmark dataset
(1)
safety fine-tuning
(1)
robust generalization
(1)
attack success rate
(1)
prompt extraction
(1)
harmfulness evaluation
(1)
prompt injection attack
(1)
instruction-following model
(1)
jailbreak benchmark
(1)
adversarial learning
(1)
prompt hijacking
(1)
Papers
A StrongREJECT for Empty Jailbreaks
NeurIPS 2024
Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game
ICLR 2024
The MAGICAL Benchmark for Robust Imitation
NeurIPS 2020
Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow
ICLR 2019