Benjamin Rubinstein
10 papers · 2010–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (14)
🧭
Keyword Pioneer
🧬
Topic Evolution
📈
Trend Setter
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Application Areas
(6)
Core AI
(6)
Natural Language Processing
(4)
Applications
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Security & Privacy
(2)
Learning Types · Deep Learning
(2)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Differential Privacy
(1)
Optimization & Theory
(1)
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
ACL 2021
Mitigating Data Poisoning in Text Classification with Differential Privacy
EMNLP 2021
Putting words into the system’s mouth: A targeted attack on neural machine translation using monolingual data poisoning
ACL 2021
Exploiting Worker Correlation for Label Aggregation in Crowdsourcing
ICML 2019
Near-Optimal Evasion of Convex-Inducing Classifiers
AISTATS 2010