Samyak Gupta
4 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🐣
Hot Topic Early Bird
Venues
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Research topics
Keywords
federated learning
(2)
differential privacy
(1)
privacy attack
(1)
text reconstruction
(1)
privacy preservation
(1)
model alignment
(1)
language model
(1)
gradient attack
(1)
jailbreak attack
(1)
adversarial prompt
(1)
red teaming
(1)
privacy leakage
(1)
gradient inversion
(1)
beam search
(1)
retrieval-based language model
(1)
gradient inversion attack
(1)
knowledge retrieval
(1)
defense mechanism
(1)
open-source model
(1)
input recovery
(1)
Papers
Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation
ICLR 2024
Privacy Implications of Retrieval-Based Language Models
EMNLP 2023
Recovering Private Text in Federated Learning of Language Models
NeurIPS 2022
Evaluating Gradient Inversion Attacks and Defenses in Federated Learning
NeurIPS 2021