Chawin Sitawarin
9 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(4)
Learning Types · Machine Learning
(4)
Application Areas
(3)
Optimization & Theory
(3)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Analysis
(1)
Architectures
(1)
Domain-Specific
(1)
Models
(1)
Techniques
(1)
Keywords
adversarial robustness
(4)
adversarial attack
(4)
adversarial example
(2)
adversarial training
(2)
geometric analysis
(1)
autonomous driving
(1)
model security
(1)
query efficiency
(1)
object detection
(1)
distribution shift
(1)
nearest neighbor classification
(1)
object classification
(1)
image representation
(1)
bayesian optimization
(1)
black-box attack
(1)
implicit neural representation
(1)
model safety
(1)
k-nearest neighbor
(1)
part-based model
(1)
game theory
(1)
Papers
Stronger Universal and Transferable Attacks by Suppressing Refusals
NAACL 2025
OODRobustBench: a Benchmark and Large-Scale Analysis of Adversarial Robustness under Distribution Shift
ICML 2024
PubDef: Defending Against Transfer Attacks From Public Models
ICLR 2024
SPDER: Semiperiodic Damping-Enabled Object Representation
ICLR 2024
Part-Based Models Improve Adversarial Robustness
ICLR 2023
Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems
ICML 2023
REAP: A Large-Scale Realistic Adversarial Patch Benchmark
ICCV 2023
Demystifying the Adversarial Robustness of Random Transformation Defenses
ICML 2022
Adversarial Examples for k-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams
NeurIPS 2021