Samyak Gupta
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
Conferences
NIPS (2)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
federated learning
(2)
differential privacy
(1)
privacy attack
(1)
text reconstruction
(1)
privacy preservation
(1)
language model
(1)
gradient attack
(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)
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
NIPS 2022
Evaluating Gradient Inversion Attacks and Defenses in Federated Learning
NIPS 2021