Truc Nguyen
7 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Deep Learning
(3)
Application Areas
(3)
Core AI
(3)
Security & Privacy
(2)
Architectures
(2)
Core Methods
(2)
Differential Privacy
(2)
Learning Paradigms · Artificial Intelligence
(2)
Optimization & Theory
(2)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
membership inference attack
(3)
local differential privacy
(2)
differential privacy
(2)
adversarial attack
(2)
mixture of expert
(2)
federated learning
(2)
feature importance
(1)
synthetic data generation
(1)
complex systems
(1)
backdoor attack
(1)
generative model
(1)
convolutional neural network
(1)
adversarial defense
(1)
surrogate model
(1)
privacy budget
(1)
model explanation
(1)
mamba model
(1)
privacy leakage
(1)
model utility
(1)
membership inference
(1)
Papers
Swift Hydra: Self-Reinforcing Generative Framework for Anomaly Detection with Multiple Mamba Models
ICLR 2025
SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems
ICLR 2025
Theoretically Unmasking Inference Attacks Against LDP-Protected Clients in Federated Vision Models
ICML 2025
Analysis of Privacy Leakage in Federated Large Language Models
AISTATS 2024
Active Membership Inference Attack under Local Differential Privacy in Federated Learning
AISTATS 2023
XRand: Differentially Private Defense against Explanation-Guided Attacks
AAAI 2023
Acoustic Scene Classification with Mismatched Devices Using CliqueNets and Mixup Data Augmentation
Interspeech 2019