Tudor Dumitras
8 papers · 2018–2024 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (12) π Conference Polyglot Β· Bronze
π
Triple Crown
π§
Keyword Pioneer
β
The Questioner
(2)
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(5)
Application Areas
(4)
Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Computer Vision
(1)
Security & Privacy
(1)
Analysis
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory
(1)
Privacy
(1)
Techniques
(1)
Keywords
adversarial attack
(3)
federated learning
(2)
adversarial learning
(1)
certified robustness
(1)
data poisoning
(1)
transfer learning
(1)
data augmentation
(1)
neural architecture search
(1)
adversarial training
(1)
neural network optimization
(1)
early exit
(1)
static analysis
(1)
malware detection
(1)
backdoor attack
(1)
adversarial defense
(1)
poisoning attack
(1)
image classifier
(1)
inference efficiency
(1)
inference latency
(1)
side-channel attack
(1)
Papers
DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness
ICLR 2024
Like Oil and Water: Group Robustness Methods and Poisoning Defenses May Be at Odds
ICLR 2024
A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference
ICLR 2021
Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial Outcomes
NeurIPS 2021
When Does Data Augmentation Help With Membership Inference Attacks?
ICML 2021
How to 0wn the NAS in Your Spare Time
ICLR 2020
Shallow-Deep Networks: Understanding and Mitigating Network Overthinking
ICML 2019
Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks
NeurIPS 2018