The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks

Yuheng Zhang, Ruoxi Jia, Hengzhi Pei, +3

EngineeringMachine LearningInformation SecurityInformation ForensicsInversion Attacks +15

Towards Efficient Data Valuation Based on the Shapley Value

Ruoxi Jia, David Dao, Boxin Wang, +7

arXiv (Cornell University)

EngineeringGame TheoryData WorthData ScienceAlgorithmic Mechanism Design +20

Narcissus: A Practical Clean-Label Backdoor Attack with Limited Information

Yi Zeng, Minzhou Pan, Hoang Anh Just, +3

EngineeringMachine LearningEvasion TechniqueInformation SecurityInformation Forensics +18

Efficient task-specific data valuation for nearest neighbor algorithms

Ruoxi Jia, David Dao, Boxin Wang, +6

Proceedings of the VLDB Endowment

EngineeringMachine LearningComputational ComplexityRange SearchingLocalization +17

Virtual Occupancy Sensing: Using Smart Meters to Indicate Your Presence

Ming Jin, Ruoxi Jia, Costas J. Spanos

IEEE Transactions on Mobile Computing

Data analytics and optimization of an ice-based energy storage system for commercial buildings

Na Luo, Tianzhen Hong, Hui Li, +2

Applied Energy

EngineeringData ScienceEnergy EfficiencyEnergy ManagementEnergy Data +10

Design Automation for Smart Building Systems

Ruoxi Jia, Baihong Jin, Ming Jin, +11

Proceedings of the IEEE

EngineeringEnergy-efficient DesignSmart CityGreen BuildingBuilding Energy Conservation +15

Advanced Building Control via Deep Reinforcement Learning

Ruoxi Jia, Ming Jin, Kaiyu Sun, +2

Energy Procedia

Artificial IntelligenceEnergy ConsumptionExpert KnowledgeEngineeringMachine Learning +12

Robust Anomaly Detection and Backdoor Attack Detection Via Differential Privacy

Min Du, Ruoxi Jia, Dawn Song

arXiv (Cornell University)

Privacy ProtectionAnomaly DetectionMachine LearningEngineeringInformation Security +15

InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective

Boxin Wang, Shuohang Wang, Yu Cheng, +4

arXiv (Cornell University)

Llm Fine-tuningEngineeringMachine LearningLarge Language ModelImproving Robustness +23