David Wagner
9 papers · 2018–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (7) π Conference Polyglot (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Unstoppable
(5)
Conferences
ICLR (2)
ICML (2)
NIPS (2)
ECCV (1)
ICCV (1)
NAACL (1)
Top co-authors
Keywords
adversarial attack
(2)
adversarial example
(2)
defense mechanism
(2)
adversarial robustness
(2)
toxicity detection
(1)
autonomous driving
(1)
adversarial training
(1)
model safety
(1)
nearest neighbor classification
(1)
false positive rate
(1)
bayesian optimization
(1)
k-nearest neighbor
(1)
benchmark dataset
(1)
jailbreak attack
(1)
prompt injection
(1)
white-box attack
(1)
voronoi diagram
(1)
traffic sign recognition
(1)
adversarial patch
(1)
large language model
(1)
Papers
Stronger Universal and Transferable Attacks by Suppressing Refusals
NAACL 2025
Toxicity Detection for Free
NIPS 2024
PubDef: Defending Against Transfer Attacks From Public Models
ICLR 2024
Part-Based Models Improve Adversarial Robustness
ICLR 2023
REAP: A Large-Scale Realistic Adversarial Patch Benchmark
ICCV 2023
Demystifying the Adversarial Robustness of Random Transformation Defenses
ICML 2022
SLIP: Self-Supervision Meets Language-Image Pre-training
ECCV 2022
Adversarial Examples for k-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams
NIPS 2021
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples
ICML 2018