Scott Alfeld
6 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Keyword Champion
(2)
π
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
linear regression
(2)
training-time attack
(2)
adversarial learning
(2)
poisoning attack
(2)
adversarial attack
(2)
sentiment analysis
(1)
text classification
(1)
machine unlearning
(1)
query efficiency
(1)
nearest neighbor
(1)
game equilibrium
(1)
k-nearest neighbor
(1)
adversarial defense
(1)
satellite imagery
(1)
gradient-based attack
(1)
certified unlearning
(1)
adversarial regression
(1)
query-efficient attack
(1)
data removal
(1)
word-level attack
(1)
Papers
Minimizing Queries, Maximizing Impact: Adaptive Score-Based Attack and Defense for Sentiment Analysis
IJCNLP 2025
A Visual Active Search Framework for Geospatial Exploration
WACV 2024
Training-Time Attacks against K-nearest Neighbors
AAAI 2023
Hard to Forget: Poisoning Attacks on Certified Machine Unlearning
AAAI 2022
Attacking Data Transforming Learners at Training Time
AAAI 2019
Adversarial Regression with Multiple Learners
ICML 2018