Sarah M. Erfani
6 papers · 2016–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (10)
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Conference Pioneer
Conferences
IJCAI (4)
AAAI (1)
ICLR (1)
Top co-authors
Research topics
Keywords
poisoning attack
(2)
adversarial robustness
(1)
data poisoning
(1)
multimodal learning
(1)
task-oriented dialogue
(1)
knowledge base
(1)
nonlinear regression
(1)
autoregressive model
(1)
adversarial defense
(1)
end-to-end learning
(1)
stackelberg game
(1)
gaussian mechanism
(1)
pretrained language model
(1)
certified defense
(1)
local intrinsic dimensionality
(1)
music generation
(1)
waveform generation
(1)
fusion mechanism
(1)
music synthesis
(1)
differential privacy
(1)
Papers
Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks
AAAI 2023
Closing the BIG-LID: An Effective Local Intrinsic Dimensionality Defense for Nonlinear Regression Poisoning
IJCAI 2021
UniMF: A Unified Framework to Incorporate Multimodal Knowledge Bases intoEnd-to-End Task-Oriented Dialogue Systems
IJCAI 2021
SynthNet: Learning to Synthesize Music End-to-End
IJCAI 2019
Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality
ICLR 2018
Robust Domain Generalisation by Enforcing Distribution Invariance
IJCAI 2016