Scott Alfeld
7 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Conference Polyglot (5) π Academic Marathon (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Pioneer
Conferences
AAAI (3)
AACL (1)
ICML (1)
IJCNLP (1)
WACV (1)
Top co-authors
Keywords
adversarial attack
(3)
adversarial learning
(2)
linear regression
(2)
poisoning attack
(2)
query efficiency
(2)
adversarial defense
(2)
sentiment analysis
(2)
nearest neighbor
(1)
game equilibrium
(1)
k-nearest neighbor
(1)
satellite imagery
(1)
gradient-based attack
(1)
training-time attack
(1)
certified unlearning
(1)
adversarial regression
(1)
query-efficient attack
(1)
data removal
(1)
word-level attack
(1)
multi-agent system
(1)
word-level perturbation
(1)
Papers
Minimizing Queries, Maximizing Impact: Adaptive Score-Based Attack and Defense for Sentiment Analysis
AACL 2025
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