Emily Wenger
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Computer Science
(2)
Deep Learning
(2)
Applications
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Security & Privacy
(1)
Application Areas
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Privacy
(1)
Keywords
post-quantum cryptography
(3)
lattice cryptography
(2)
neural network
(2)
backdoor attack
(2)
adversarial learning
(2)
modular arithmetic
(2)
learning with error
(2)
loss regularization
(1)
poison attack
(1)
physical backdoor
(1)
dataset poisoning
(1)
machine learning attack
(1)
custom data distributions
(1)
learning with errors (lwe)
(1)
image classification
(1)
ml-based attacks
(1)
deep learning
(1)
adversarial defense
(1)
facial recognition
(1)
physical attack
(1)
Papers
Making Hard Problems Easier with Custom Data Distributions and Loss Regularization: A Case Study in Modular Arithmetic
ICML 2025
SALSA VERDE: a machine learning attack on LWE with sparse small secrets
NeurIPS 2023
Finding Naturally Occurring Physical Backdoors in Image Datasets
NeurIPS 2022
SALSA: Attacking Lattice Cryptography with Transformers
NeurIPS 2022
Backdoor Attacks Against Deep Learning Systems in the Physical World
CVPR 2021