Mehmet Emre Gursoy

73 papers A* 2B 3C 2Misc 3Journal 37Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Capacity Planning Under Local Differential Privacy With Optimized Budget Selection. IEEE Trans. Ind. Informatics Seyedpayam Seyedkazemi, Mehmet Emre Gursoy, Yücel Saygin
2025	Misc	`conf`	Defending Against Beta Poisoning Attacks in Machine Learning Models. CSR Nilufer Gulciftci, Mehmet Emre Gursoy
2025	J	`jnl`	Defending Against Beta Poisoning Attacks in Machine Learning Models. CoRR Nilufer Gulciftci, Mehmet Emre Gursoy
2025	—	`conf`	Don't Hash Me Like That: Exposing and Mitigating Hash-Induced Unfairness in Local Differential Privacy. ESORICS (4) Berkay Kemal Balioglu, Alireza Khodaie, Mehmet Emre Gursoy
2025	J	`jnl`	Don't Hash Me Like That: Exposing and Mitigating Hash-Induced Unfairness in Local Differential Privacy. CoRR Berkay Kemal Balioglu, Alireza Khodaie, Mehmet Emre Gursoy
2025	J	`jnl`	Hierarchical Spatial Decompositions under Local Differential Privacy. ACM Trans. Knowl. Discov. Data Ece Alptekin, Berkay Kemal Balioglu, Mehmet Emre Gursoy
2025	Misc	`conf`	LDP CSR Berkay Kemal Balioglu, Alireza Khodaie, Mehmet Emre Gursoy
2025	J	`jnl`	LDP CoRR Berkay Kemal Balioglu, Alireza Khodaie, Mehmet Emre Gursoy
2025	J	`jnl`	Learning Bayesian Networks Under Local Differential Privacy. IEEE Trans. Inf. Forensics Secur. Alireza Khodaie, Mehmet Emre Gursoy
2025	J	`jnl`	Post-Processing in Local Differential Privacy: An Extensive Evaluation and Benchmark Platform. CoRR Alireza Khodaie, Berkay Kemal Balioglu, Mehmet Emre Gursoy
2025	—	`conf`	Post-processing in Local Differential Privacy: An Extensive Evaluation and Benchmark Platform. SEC (1) Alireza Khodaie, Berkay Kemal Balioglu, Mehmet Emre Gursoy
2024	J	`jnl`	Answering Spatial Density Queries Under Local Differential Privacy. IEEE Internet Things J. Ekin Tire, Mehmet Emre Gursoy
2024	—	`conf`	Grid-Based Decompositions for Spatial Data Under Local Differential Privacy. ESORICS Workshops (1) Berkay Kemal Balioglu, Alireza Khodaie, Ameer Taweel, Mehmet Emre Gursoy
2024	J	`jnl`	Grid-Based Decompositions for Spatial Data under Local Differential Privacy. CoRR Berkay Kemal Balioglu, Alireza Khodaie, Ameer Taweel, Mehmet Emre Gursoy
2024	C	`conf`	Injecting Bias into Text Classification Models Using Backdoor Attacks. CRiSIS A. Dilara Yavuz, Mehmet Emre Gursoy
2024	J	`jnl`	Injecting Bias into Text Classification Models using Backdoor Attacks. CoRR A. Dilara Yavuz, Mehmet Emre Gursoy
2024	J	`jnl`	LuxTrack: Activity Inference Attacks via Smartphone Ambient Light Sensors and Countermeasures. IEEE Internet Things J. Seyedpayam Seyedkazemi, Mehmet Emre Gursoy, Yücel Saygin
2023	B	`conf`	Building Quadtrees for Spatial Data Under Local Differential Privacy. DBSec Ece Alptekin, Mehmet Emre Gursoy
2023	—	`conf`	Learning Markov Chain Models from Sequential Data Under Local Differential Privacy. ESORICS (2) Efehan Guner, Mehmet Emre Gursoy
2023	C	`conf`	On the Effectiveness of Re-Identification Attacks and Local Differential Privacy-Based Solutions for Smart Meter Data. SECRYPT Zeynep Sila Kaya, Mehmet Emre Gursoy
2023	—	`conf`	Trust, Privacy and Security Aspects of Bias and Fairness in Machine Learning. TPS-ISA Asli Atabek, Egehan Eralp, Mehmet Emre Gursoy
2023	J	`jnl`	Utility-Aware and Privacy-Preserving Mobile Query Services. IEEE Trans. Serv. Comput. Emre Yigitoglu, Mehmet Emre Gursoy, Ling Liu
2022	J	`jnl`	An Adversarial Approach to Protocol Analysis and Selection in Local Differential Privacy. IEEE Trans. Inf. Forensics Secur. Mehmet Emre Gursoy, Ling Liu, Ka Ho Chow, Stacey Truex, Wenqi Wei
2022	—	`conf`	Beta Poisoning Attacks Against Machine Learning Models: Extensions, Limitations and Defenses. TPS-ISA Atakan Kara, Nursena Köprücü, Mehmet Emre Gursoy
2022	—	`conf`	Defending Against Targeted Poisoning Attacks in Federated Learning. TPS-ISA Pinar Erbil, Mehmet Emre Gursoy
2022	—	`conf`	Detection and Mitigation of Targeted Data Poisoning Attacks in Federated Learning. DASC/PiCom/CBDCom/CyberSciTech Pinar Erbil, Mehmet Emre Gursoy
2022	J	`jnl`	Forecasting Daily COVID-19 Case Counts Using Aggregate Mobility Statistics. Data Bulut Boru, Mehmet Emre Gursoy
2022	—	`conf`	Physical Activity Recognition using Deep Transfer Learning with Convolutional Neural Networks. DASC/PiCom/CBDCom/CyberSciTech Berke Ataseven, Alireza Madani, Beren Semiz, Mehmet Emre Gursoy
2021	—	`conf`	Automatic Subject Identification Using Scale-Based Ballistocardiogram Signals. MobiHealth Beren Semiz, Mehmet Emre Gursoy, Md Mobashir Hasan Shandhi, Lara Orlandic, Vincent John Mooney, Omer T. Inan
2021	J	`jnl`	Demystifying Membership Inference Attacks in Machine Learning as a Service. IEEE Trans. Serv. Comput. Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Lei Yu, Wenqi Wei
2021	—	`—`	Privacy-Preserving Data Collection and Sharing in Modern Mobile Internet Systems. Mehmet Emre Gursoy
2021	J	`jnl`	Secure and Utility-Aware Data Collection with Condensed Local Differential Privacy. IEEE Trans. Dependable Secur. Comput. Mehmet Emre Gursoy, Acar Tamersoy, Stacey Truex, Wenqi Wei, Ling Liu
2021	—	`conf`	The TSC-PFed Architecture for Privacy-Preserving FL. TPS-ISA Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Wenqi Wei, Ka Ho Chow
2020	—	`conf`	A Framework for Evaluating Client Privacy Leakages in Federated Learning. ESORICS (1) Wenqi Wei, Ling Liu, Margaret Loper, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2020	J	`jnl`	A Framework for Evaluating Gradient Leakage Attacks in Federated Learning. CoRR Wenqi Wei, Ling Liu, Margaret Loper, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2020	—	`conf`	Adversarial Deception in Deep Learning: Analysis and Mitigation. TPS-ISA Wenqi Wei, Ling Liu, Margaret Loper, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2020	—	`conf`	Adversarial Objectness Gradient Attacks in Real-time Object Detection Systems. TPS-ISA Ka Ho Chow, Ling Liu, Margaret Loper, Juhyun Bae, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu
2020	Misc	`conf`	Cross-Layer Strategic Ensemble Defense Against Adversarial Examples. ICNC Wenqi Wei, Ling Liu, Margaret Loper, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2020	—	`conf`	Data Poisoning Attacks Against Federated Learning Systems. ESORICS (1) Vale Tolpegin, Stacey Truex, Mehmet Emre Gursoy, Ling Liu
2020	J	`jnl`	Data Poisoning Attacks Against Federated Learning Systems. CoRR Vale Tolpegin, Stacey Truex, Mehmet Emre Gursoy, Ling Liu
2020	J	`jnl`	Known Sample Attacks on Relation Preserving Data Transformations. IEEE Trans. Dependable Secur. Comput. Emre Kaplan, Mehmet Emre Gursoy, Mehmet Ercan Nergiz, Yücel Saygin
2020	J	`jnl`	LDP-Fed: Federated Learning with Local Differential Privacy. CoRR Stacey Truex, Ling Liu, Ka Ho Chow, Mehmet Emre Gursoy, Wenqi Wei
2020	—	`conf`	LDP-Fed: federated learning with local differential privacy. EdgeSys@EuroSys Stacey Truex, Ling Liu, Ka Ho Chow, Mehmet Emre Gursoy, Wenqi Wei
2020	J	`jnl`	Sensitivity Analysis for Non-Interactive Differential Privacy: Bounds and Efficient Algorithms. IEEE Trans. Dependable Secur. Comput. Ali Inan, Mehmet Emre Gursoy, Yücel Saygin
2020	J	`jnl`	TOG: Targeted Adversarial Objectness Gradient Attacks on Real-time Object Detection Systems. CoRR Ka Ho Chow, Ling Liu, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu
2020	J	`jnl`	Understanding Object Detection Through An Adversarial Lens. CoRR Ka Ho Chow, Ling Liu, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu
2020	—	`conf`	Understanding Object Detection Through an Adversarial Lens. ESORICS (2) Ka Ho Chow, Ling Liu, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu
2020	—	`conf`	Utility-Optimized Synthesis of Differentially Private Location Traces. TPS-ISA Mehmet Emre Gursoy, Vivekanand Rajasekar, Ling Liu
2020	J	`jnl`	Utility-Optimized Synthesis of Differentially Private Location Traces. CoRR Mehmet Emre Gursoy, Vivekanand Rajasekar, Ling Liu
2019	—	`conf`	Classification of Driving Behavior Events Utilizing Kinematic Classification and Machine Learning for Down Sampled Time Series Data. IEEE BigData Vikram Krishnamurthy, Kusha Nezafati, Juhyun Bae, Mehmet Emre Gursoy, Mian Zhong, Vikrant Singh
2019	J	`jnl`	Cross-Layer Strategic Ensemble Defense Against Adversarial Examples. CoRR Wenqi Wei, Ling Liu, Margaret Loper, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2019	B	`conf`	Deep Neural Network Ensembles Against Deception: Ensemble Diversity, Accuracy and Robustness. MASS Ling Liu, Wenqi Wei, Ka Ho Chow, Margaret Loper, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2019	J	`jnl`	Deep Neural Network Ensembles against Deception: Ensemble Diversity, Accuracy and Robustness. CoRR Ling Liu, Wenqi Wei, Ka Ho Chow, Margaret Loper, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2019	A*	`conf`	Differentially Private Model Publishing for Deep Learning. IEEE Symposium on Security and Privacy Lei Yu, Ling Liu, Calton Pu, Mehmet Emre Gursoy, Stacey Truex
2019	J	`jnl`	Differentially Private Model Publishing for Deep Learning. CoRR Lei Yu, Ling Liu, Calton Pu, Mehmet Emre Gursoy, Stacey Truex
2019	J	`jnl`	Differentially Private and Utility Preserving Publication of Trajectory Data. IEEE Trans. Mob. Comput. Mehmet Emre Gursoy, Ling Liu, Stacey Truex, Lei Yu
2019	—	`conf`	Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability. TPS-ISA Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Wenqi Wei, Lei Yu
2019	J	`jnl`	Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability. CoRR Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Wenqi Wei, Lei Yu
2019	—	`conf`	GRAHIES: Multi-Scale Graph Representation Learning with Latent Hierarchical Structure. CogMI Lei Yu, Qi Zhang, Donna Dillenberger, Ling Liu, Calton Pu, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Hong Min, Arun Iyengar, Gong Su
2019	J	`jnl`	Secure and Utility-Aware Data Collection with Condensed Local Differential Privacy. CoRR Mehmet Emre Gursoy, Acar Tamersoy, Stacey Truex, Wenqi Wei, Ling Liu
2019	J	`jnl`	Utility-aware and privacy-preserving mobile query services. CoRR Emre Yigitoglu, Mehmet Emre Gursoy, Ling Liu
2018	J	`jnl`	Adversarial Examples in Deep Learning: Characterization and Divergence. CoRR Wenqi Wei, Ling Liu, Stacey Truex, Lei Yu, Mehmet Emre Gursoy
2018	J	`jnl`	Location disclosure risks of releasing trajectory distances. Data Knowl. Eng. Emre Kaplan, Mehmet Emre Gursoy, Mehmet Ercan Nergiz, Yücel Saygin
2018	—	`conf`	PrivacyZone: A Novel Approach to Protecting Location Privacy of Mobile Users. IEEE BigData Emre Yigitoglu, Mehmet Emre Gursoy, Ling Liu, Margaret Loper, Bhuvan Bamba, Kisung Lee
2018	J	`jnl`	Towards Demystifying Membership Inference Attacks. CoRR Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Lei Yu, Wenqi Wei
2018	A*	`conf`	Utility-Aware Synthesis of Differentially Private and Attack-Resilient Location Traces. CCS Mehmet Emre Gursoy, Ling Liu, Stacey Truex, Lei Yu, Wenqi Wei
2017	J	`jnl`	Differentially private nearest neighbor classification. Data Min. Knowl. Discov. Mehmet Emre Gursoy, Ali Inan, Mehmet Ercan Nergiz, Yücel Saygin
2017	—	`conf`	Privacy-Preserving Inductive Learning with Decision Trees. BigData Congress Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Lei Yu
2017	J	`jnl`	Privacy-Preserving Learning Analytics: Challenges and Techniques. IEEE Trans. Learn. Technol. Mehmet Emre Gursoy, Ali Inan, Mehmet Ercan Nergiz, Yücel Saygin
2016	—	`conf`	Explode: An Extensible Platform for Differentially Private Data Analysis. ICDM Workshops Emir Esmerdag, Mehmet Emre Gursoy, Ali Inan, Yücel Saygin
2016	B	`conf`	Graph-based modelling of query sets for differential privacy. SSDBM Ali Inan, Mehmet Emre Gursoy, Emir Esmerdag, Yücel Saygin
2016	J	`jnl`	Privacy-Preserving Publishing of Hierarchical Data. ACM Trans. Priv. Secur. Ismet Ozalp, Mehmet Emre Gursoy, Mehmet Ercan Nergiz, Yücel Saygin
2015	—	`conf`	Scalable reactive vehicle-to-vehicle congestion avoidance mechanism. CCNC Mevlut Turker Garip, Mehmet Emre Gursoy, Peter L. Reiher, Mario Gerla