Benjamin Rubinstein
12 papers · 2010–2024 · 6 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (10) ๐ Academic Marathon (14) ๐ Conference Polyglot (6) ๐งญ Keyword Pioneer ๐ Renaissance Researcher (5)
๐
Interdisciplinary Bridge
๐บ๏ธ
Taxonomy Completionist
(16)
๐งญ
Keyword Pioneer
๐งฌ
Topic Evolution
๐ค
Dynamic Duo
(11)
โก
Prolific Year
(5)
๐
Conference Pioneer
๐
Trend Setter
๐
Century Club
(12)
Conferences
ACL (4)
EMNLP (3)
IJCNLP (2)
AISTATS (1)
ICML (1)
NAACL (1)
Top co-authors
Research topics
Keywords
backdoor attack
(5)
trigger detection
(2)
adversarial learning
(2)
neural machine translation
(2)
convex optimization
(1)
text classification
(1)
model security
(1)
word alignment
(1)
variational inference
(1)
multilingual machine translation
(1)
tensor decomposition
(1)
outlier detection
(1)
label aggregation
(1)
query complexity
(1)
adversarial attack
(1)
low-resource language
(1)
data augmentation
(1)
bias mitigation
(1)
language model
(1)
data poisoning
(1)
Papers
Backdoor Attacks on Multilingual Machine Translation
NAACL 2024
IMBERT: Making BERT Immune to Insertion-based Backdoor Attacks
ACL 2023
Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation
EMNLP 2023
Foiling Training-Time Attacks on Neural Machine Translation Systems
EMNLP 2022
Measuring and Mitigating Name Biases in Neural Machine Translation
ACL 2022
As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation
IJCNLP 2021
Putting words into the systemโs mouth: A targeted attack on neural machine translation using monolingual data poisoning
ACL 2021
As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation
ACL 2021
Mitigating Data Poisoning in Text Classification with Differential Privacy
EMNLP 2021
Putting words into the systemโs mouth: A targeted attack on neural machine translation using monolingual data poisoning
IJCNLP 2021
Exploiting Worker Correlation for Label Aggregation in Crowdsourcing
ICML 2019
Near-Optimal Evasion of Convex-Inducing Classifiers
AISTATS 2010