Yan Zhou

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 21

Top Topics

Deception Detection

Hamiltonian Path

Active Learning

Top Venues

Publications

Vibha Belavadi, Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham
Attack Some while Protecting Others: Selective Attack Strategies for Attacking and Protecting Multiple Concepts. CCS (2023)
Yan Zhou, Murat Kantarcioglu, Chris Clifton
On Improving Fairness of AI Models with Synthetic Minority Oversampling Techniques. SDM (2023)
Yan Zhou, Murat Kantarcioglu, Bowei Xi
Exploring the Effect of Randomness on Transferability of Adversarial Samples Against Deep Neural Networks. IEEE Trans. Dependable Secur. Comput. 20 (1) (2023)
Laura R. Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu
Using AI Uncertainty Quantification to Improve Human Decision-Making. CoRR (2023)
Chowdhury Mohammad Rakin Haider, Chris Clifton, Yan Zhou
Unfair AI: It Isn't Just Biased Data. ICDM (2022)
Yan Zhou, Murat Kantarcioglu, Chris Clifton
Improving Fairness of AI Systems with Lossless De-biasing. CoRR (2021)
Yasmeen Alufaisan, Laura R. Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu
Does Explainable Artificial Intelligence Improve Human Decision-Making? AAAI (2021)
Vibha Belavadi, Yan Zhou, Murat Kantarcioglu, Bhavani M. Thuraisingham
Multi-concept adversarial attacks. CoRR (2021)
Yasmeen Alufaisan, Murat Kantarcioglu, Yan Zhou
Robust Transparency Against Model Inversion Attacks. IEEE Trans. Dependable Secur. Comput. 18 (5) (2021)
Yasmeen Alufaisan, Laura R. Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu
Does Explainable Artificial Intelligence Improve Human Decision-Making? CoRR (2020)
Vibha Belavadi, Yan Zhou, Jonathan Z. Bakdash, Murat Kantarcioglu, Daniel C. Krawczyk, Linda Nguyen, Jelena Rakic, Bhavani M. Thuriasingham
MultiModal Deception Detection: Accuracy, Applicability and Generalizability. TPS-ISA (2020)
Vibha Belavadi, Yan Zhou, Murat Kantarcioglu, Bhavani M. Thuriasingham
Attacking Machine Learning Models for Social Good. GameSec (2020)
Yan Zhou, Murat Kantarcioglu, Bowei Xi
Adversarial Active Learning in the Presence of Weak and Malicious Oracles. PAKDD (Workshops) (2019)
Yan Zhou, Murat Kantarcioglu, Bowei Xi
A survey of game theoretic approach for adversarial machine learning. WIREs Data Mining Knowl. Discov. 9 (3) (2019)
Yan Zhou, Yasmeen Alufaisan, Murat Kantarcioglu
Data Mining with Algorithmic Transparency. PAKDD (1) (2018)
Nazmiye Ceren Abay, Yan Zhou, Murat Kantarcioglu, Bhavani M. Thuraisingham, Latanya Sweeney
Privacy Preserving Synthetic Data Release Using Deep Learning. ECML/PKDD (1) (2018)
Yan Zhou, Murat Kantarcioglu, Bowei Xi
Breaking Transferability of Adversarial Samples with Randomness. CoRR (2018)
Yasmeen Alufaisan, Yan Zhou, Murat Kantarcioglu, Bhavani M. Thuraisingham
Hacking social network data mining. ISI (2017)
Yasmeen Alufaisan, Yan Zhou, Murat Kantarcioglu, Bhavani M. Thuraisingham
From Myths to Norms: Demystifying Data Mining Models with Instance-Based Transparency. CIC (2017)
Yasmeen Alufaisan, Murat Kantarcioglu, Yan Zhou
Detecting Discrimination in a Black-Box Classifier. CIC (2016)
Yan Zhou, Murat Kantarcioglu
Modeling Adversarial Learning as Nested Stackelberg Games. PAKDD (2) (2016)
Richard Wartell, Yan Zhou, Kevin W. Hamlen, Murat Kantarcioglu
Shingled Graph Disassembly: Finding the Undecideable Path. PAKDD (1) (2014)
Yan Zhou, Murat Kantarcioglu
Adversarial Learning with Bayesian Hierarchical Mixtures of Experts. SDM (2014)
Yan Zhou, Murat Kantarcioglu, Bhavani M. Thuraisingham, Bowei Xi
Adversarial support vector machine learning. KDD (2012)
Abhijith Shastry, Murat Kantarcioglu, Yan Zhou, Bhavani M. Thuraisingham
Randomizing Smartphone Malware Profiles against Statistical Mining Techniques. DBSec (2012)
Yan Zhou, Murat Kantarcioglu, Bhavani M. Thuraisingham
Sparse Bayesian Adversarial Learning Using Relevance Vector Machine Ensembles. ICDM (2012)
Yan Zhou, Murat Kantarcioglu, Bhavani M. Thuraisingham
Self-Training with Selection-by-Rejection. ICDM (2012)
Yan Zhou, W. Meador Inge, Murat Kantarcioglu
Compression for Anti-Adversarial Learning. PAKDD (2) (2011)
Richard Wartell, Yan Zhou, Kevin W. Hamlen, Murat Kantarcioglu, Bhavani M. Thuraisingham
Differentiating Code from Data in x86 Binaries. ECML/PKDD (3) (2011)