GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models

Dingfan Chen, Ning Yu, Yang Zhang, +1

EngineeringMachine LearningInformation SecurityVerificationMembership Inference Attack +17

Membership Leakage in Label-Only Exposures

Zheng Li, Yang Zhang

EngineeringMachine LearningInformation SecurityInformation LeakageBiometrics +18

Synthetic Sensors

Gierad Laput, Yang Zhang, Chris Harrison

Sensor NetworksEngineeringEmbedded SensingData ScienceSmart City +13

walk2friends

Michael Backes, Mathias Humbert, Jun Pang, +1

Privacy ProtectionEngineeringInformation SecurityCommunicationComputational Social Science +16

Adaptive and Online One-Class Support Vector Machine-Based Outlier Detection Techniques for Wireless Sensor Networks

Yang Zhang, Nirvana Meratnia, Paul Havinga

Anomaly DetectionMachine LearningEngineeringSupport Vector MachineData Science +14

On Scalable and Robust Truth Discovery in Big Data Social Media Sensing Applications

Daniel Zhang, Dong Wang, Nathan Vance, +2

IEEE Transactions on Big Data

Fake NewsEngineeringBig Data AnalyticsRobust Truth DiscoveryInformation Forensics +25

ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models

Ahmed Salem, Yang Zhang, Mathias Humbert, +3

A Multimodal Misinformation Detector for COVID-19 Short Videos on TikTok

Lanyu Shang, Ziyi Kou, Yang Zhang, +1

2021 IEEE International Conference on Big Data (Big Data)

EngineeringMachine LearningVideo ProcessingMultimedia AnalysisVideo Summarization +21

BadNL: Backdoor Attacks Against NLP Models

Xiaoyi Chen, Ahmed Salem, Michael Backes, +2

arXiv (Cornell University)

Abuse DetectionEngineeringMachine LearningAi SafetyInformation Forensics +14

CrowdLearn: A Crowd-AI Hybrid System for Deep Learning-based Damage Assessment Applications

Daniel Zhang, Yang Zhang, Qi Li, +2

Artificial IntelligenceMachine VisionMachine LearningData ScienceEngineering +13