perfecthu/groupwork

Security research @ CS.SDU

IoT Security

mmEcho: A mmWave-based Acoustic Eavesdropping Method, Oakland'23
NFChain: A Practical Fingerprinting Scheme for NFC Tag Authentication, INFOCOM'23
Towards System-Level Security Analysis of IoT Using Attack Graphs, TMC'22
Towards Unconstrained Vocabulary Eavesdropping With Mmwave Radar Using GAN, TMC'23
Reinforcement learning based adversarial malware example generation against black-box detectors, Computers & Security'22
Accear: Accelerometer acoustic eavesdropping with unconstrained vocabulary, Oakland'22
Milliear: Millimeter-wave acoustic eavesdropping with unconstrained vocabulary, INFOCOM'22
Iotgaze: Iot security enforcement via wireless context analysis, INFOCOM'20
Towards automatic detection of nonfunctional sensitive transmissions in mobile applications, TMC'20
NFChain: A Practical Fingerprinting Scheme for NFC Tag Authentication, INFOCOM'23

Data Security & Privacy

Membership inference attacks against recommender systems, CCS'21
Ginver: Generative Model Inversion Attacks Against Collaborative Inference, WWW'23
Model Poisoning Attack on Neural Network without Reference Data, TC (under major revision)
Federated Learning Hyper-Parameter Tuning From A System Perspective, IoT-J'23
Spectroscopy Approaches for Food Safety Applications: Improving Data Efficiency Using Active Learning and Semi-Supervised Learning, frontiers in AI'22
MASTAF: A Model-Agnostic Spatio-Temporal Attention Fusion Network for Few-shot Video Classification, WACV'22

BlockChain

Embedded System Security