Yan Zhou

33 papers A* 7A 2B 1C 1Journal 9Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
SMOTE-DP: Improving Privacy-Utility Tradeoff with Synthetic Data.
CoRR
Yan Zhou, Bradley A. Malin, Murat Kantarcioglu
2025 — conf
WHETSTONE: Honing Synthetic Data for Improved Downstream Fairness and Utility.
ICDM (Workshops)
Mary Grace Dhooghe, Yan Zhou, Murat Kantarcioglu
2024 A* conf
Using AI Uncertainty Quantification to Improve Human Decision-Making.
ICML
Laura Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu
2023 — conf
An Investigation on the Fragility of Graph Neural Networks: The Impact of Node Feature Modification on Graph Classification Accuracy.
TPS-ISA
Chengen Wang, Yan Zhou, Kangkook Jee, Murat Kantarcioglu
2023 A* conf
Attack Some while Protecting Others: Selective Attack Strategies for Attacking and Protecting Multiple Concepts.
CCS
Vibha Belavadi, Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham
2023 J jnl
Exploring the Effect of Randomness on Transferability of Adversarial Samples Against Deep Neural Networks.
IEEE Trans. Dependable Secur. Comput.
Yan Zhou, Murat Kantarcioglu, Bowei Xi
2023 A conf
On Improving Fairness of AI Models with Synthetic Minority Oversampling Techniques.
SDM
Yan Zhou, Murat Kantarcioglu, Chris Clifton
2023 J jnl
Using AI Uncertainty Quantification to Improve Human Decision-Making.
CoRR
Laura R. Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu
2022 A* conf
Unfair AI: It Isn't Just Biased Data.
ICDM
Chowdhury Mohammad Rakin Haider, Chris Clifton, Yan Zhou
2021 A* conf
Does Explainable Artificial Intelligence Improve Human Decision-Making?
AAAI
Yasmeen Alufaisan, Laura R. Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu
2021 J jnl
Improving Fairness of AI Systems with Lossless De-biasing.
CoRR
Yan Zhou, Murat Kantarcioglu, Chris Clifton
2021 J jnl
Multi-concept adversarial attacks.
CoRR
Vibha Belavadi, Yan Zhou, Murat Kantarcioglu, Bhavani M. Thuraisingham
2021 J jnl
Robust Transparency Against Model Inversion Attacks.
IEEE Trans. Dependable Secur. Comput.
Yasmeen Alufaisan, Murat Kantarcioglu, Yan Zhou
2020 — conf
Attacking Machine Learning Models for Social Good.
GameSec
Vibha Belavadi, Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham
2020 J jnl
Does Explainable Artificial Intelligence Improve Human Decision-Making?
CoRR
Yasmeen Alufaisan, Laura R. Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu
2020 — conf
MultiModal Deception Detection: Accuracy, Applicability and Generalizability.
TPS-ISA
Vibha Belavadi, Yan Zhou, Jonathan Z. Bakdash, Murat Kantarcioglu, Daniel C. Krawczyk, Linda Nguyen, Jelena Rakic, Bhavani Thuraisingham
2019 J jnl
A survey of game theoretic approach for adversarial machine learning.
WIREs Data Mining Knowl. Discov.
Yan Zhou, Murat Kantarcioglu, Bowei Xi
2019 — conf
Adversarial Active Learning in the Presence of Weak and Malicious Oracles.
PAKDD (Workshops)
Yan Zhou, Murat Kantarcioglu, Bowei Xi
2018 J jnl
Breaking Transferability of Adversarial Samples with Randomness.
CoRR
Yan Zhou, Murat Kantarcioglu, Bowei Xi
2018 — conf
Data Mining with Algorithmic Transparency.
PAKDD (1)
Yan Zhou, Yasmeen Alufaisan, Murat Kantarcioglu
2018 — conf
Privacy Preserving Synthetic Data Release Using Deep Learning.
ECML/PKDD (1)
Nazmiye Ceren Abay, Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham, Latanya Sweeney
2017 — conf
From Myths to Norms: Demystifying Data Mining Models with Instance-Based Transparency.
CIC
Yasmeen Alufaisan, Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham
2017 C conf
Hacking social network data mining.
ISI
Yasmeen Alufaisan, Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham
2016 — conf
Detecting Discrimination in a Black-Box Classifier.
CIC
Yasmeen Alufaisan, Murat Kantarcioglu, Yan Zhou
2016 — conf
Modeling Adversarial Learning as Nested Stackelberg Games.
PAKDD (2)
Yan Zhou, Murat Kantarcioglu
2014 A conf
Adversarial Learning with Bayesian Hierarchical Mixtures of Experts.
SDM
Yan Zhou, Murat Kantarcioglu
2014 — conf
Shingled Graph Disassembly: Finding the Undecideable Path.
PAKDD (1)
Richard Wartell, Yan Zhou, Kevin W. Hamlen, Murat Kantarcioglu
2012 A* conf
Adversarial support vector machine learning.
KDD
Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham, Bowei Xi
2012 B conf
Randomizing Smartphone Malware Profiles against Statistical Mining Techniques.
DBSec
Abhijith Shastry, Murat Kantarcioglu, Yan Zhou, Bhavani Thuraisingham
2012 A* conf
Self-Training with Selection-by-Rejection.
ICDM
Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham
2012 A* conf
Sparse Bayesian Adversarial Learning Using Relevance Vector Machine Ensembles.
ICDM
Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham
2011 — conf
Compression for Anti-Adversarial Learning.
PAKDD (2)
Yan Zhou, W. Meador Inge, Murat Kantarcioglu
2011 — conf
Differentiating Code from Data in x86 Binaries.
ECML/PKDD (3)
Richard Wartell, Yan Zhou, Kevin W. Hamlen, Murat Kantarcioglu, Bhavani Thuraisingham