Publications

Data Quality Based Intelligent Instrument Selection with Security Integration

S. Chuprov, R. Zatsarenko, L. Reznik, and I. Khokhlov

ACM Journal of Data and Information Quality, 16(3), Article 15, pp. 1–24

DOI: 10.1145/3695770Publisher page

Empirical Validation of Automated Vulnerability Curation and Characterization

A. Okutan, P. Mell, M. Mirakhorli, I. Khokhlov, J. C. S. Santos, D. Gonzalez, and S. Simmons

IEEE Transactions on Software Engineering, 49(5), pp. 3241–3260

DOI: 10.1109/TSE.2023.3250479Publisher page

Framework for Integral Data Quality and Security Evaluation in Smartphones

I. Khokhlov, L. Reznik, and S. Chuprov

IEEE Systems Journal, 15(2), pp. 2058–2065

DOI: 10.1109/JSYST.2020.2985343

Learning to Recommend Third-Party Library Migration Opportunities at the API Level

H. Alrubaye, M. W. Mkaouer, I. Khokhlov, L. Reznik, A. Ouni, and J. McGoff

Applied Soft Computing, Vol. 90, Article 106140

DOI: 10.1016/j.asoc.2020.106140

Sensors in Mobile Devices Knowledge Base

I. Khokhlov, L. Reznik, and S. Ajmera

IEEE Sensors Letters, 4(3), pp. 1–4

DOI: 10.1109/LSENS.2020.2975161

G.H.O.S.T: A Scalable Framework for Metadata-Resistant Messaging with Token-Based Incentives

I. Khokhlov, Y. Khokhlov, and O. Weissman

Proceedings of the 12th International Conference on Information Systems Security and Privacy (ICISSP 2026), Vol. 2, pp. 431–438

DOI: 10.5220/0014610100004061PDFPublisher pageCode and data

Automated Extraction of Software Names from Vulnerability Reports Using LSTM and Expert System

I. Khokhlov, A. Okutan, R. Bryla, S. Simmons, and M. Mirakhorli

2022 IEEE 29th Annual Software Technology Conference (STC), pp. 125–134

DOI: 10.1109/STC55697.2022.00024

Integrating Security with Accuracy Evaluation in Sensors Fusion

I. Khokhlov, S. Chuprov, and L. Reznik

2022 IEEE Sensors, pp. 1–4

DOI: 10.1109/SENSORS52175.2022.9967235

Multi-Modal Sensor Selection with Genetic Algorithms

S. Chuprov, L. Reznik, I. Khokhlov, and K. Manghi

2022 IEEE Sensors, pp. 1–4

DOI: 10.1109/SENSORS52175.2022.9967296

Influence of Transfer Learning on Machine Learning Systems Robustness to Data Quality Degradation

S. Chuprov, I. Khokhlov, L. Reznik, and S. Shetty

2022 International Joint Conference on Neural Networks (IJCNN), pp. 1–8

DOI: 10.1109/IJCNN55064.2022.9892247

Improving Knowledge Based Detection of Soft Attacks Against Autonomous Vehicles with Reputation, Trust and Data Quality Service Models

S. Chuprov, I. Viksnin, I. Kim, T. Melnikov, L. Reznik, and I. Khokhlov

2021 IEEE International Conference on Smart Data Services (SMDS), pp. 115–120

DOI: 10.1109/SMDS53860.2021.00025

Recurrent Neural Networks for Colluded Applications Attack Detection in Android OS Devices

I. Khokhlov, N. Ligade, and L. Reznik

2020 International Joint Conference on Neural Networks (IJCNN), pp. 1–8

DOI: 10.1109/IJCNN48605.2020.9207339

Adaptive Data Fusion in Inertial Sensors and Data Quality Analysis of Sensor Networks

I. Khokhlov, L. Reznik, and S. E. Lyshevski

2020 IEEE 40th International Conference on Electronics and Nanotechnology (ELNANO), pp. 430–435

DOI: 10.1109/ELNANO50318.2020.9088859

Reputation and Trust Models with Data Quality Metrics for Improving Autonomous Vehicles Traffic Security and Safety

S. Chuprov, I. Viksnin, I. Kim, L. Reznik, and I. Khokhlov

2020 IEEE Systems Security Symposium (SSS), pp. 1–8

DOI: 10.1109/SSS47320.2020.9174269

What Is the Value of Data Value in Practical Security Applications

I. Khokhlov and L. Reznik

2020 IEEE Systems Security Symposium (SSS), pp. 1–8

DOI: 10.1109/SSS47320.2020.9174457

Image Processing in Autonomous Vehicle Model Positioning and Movement Control

S. Chuprov, E. Marinenkov, I. Viksnin, L. Reznik, and I. Khokhlov

2020 IEEE 6th World Forum on Internet of Things (WF-IoT), pp. 1–6

DOI: 10.1109/WF-IoT48130.2020.9221258

Knowledge Graph in Data Quality Evaluation for IoT Applications

I. Khokhlov and L. Reznik

2020 IEEE 6th World Forum on Internet of Things (WF-IoT), pp. 1–6

Outstanding Student Paper AwardDOI: 10.1109/WF-IoT48130.2020.9221091

Machine Learning in Anomaly Detection: Example of Colluded Applications Attack in Android Devices

I. Khokhlov, M. Perez, and L. Reznik

2019 18th IEEE International Conference on Machine Learning and Applications (ICMLA), pp. 1328–1333

DOI: 10.1109/ICMLA.2019.00216

The Machine Learning Models for Activity Recognition Applications with Wearable Sensors

I. Khokhlov, L. Reznik, and R. Bhaskar

2019 18th IEEE International Conference on Machine Learning and Applications (ICMLA), pp. 387–391

DOI: 10.1109/ICMLA.2019.00072

System Signals Monitoring and Processing for Colluded Application Attacks Detection in Android OS

I. Khokhlov, M. Perez, and L. Reznik

2019 IEEE Western New York Image and Signal Processing Workshop (WNYISPW), pp. 1–5

DOI: 10.1109/WNYIPW.2019.8923113

Sensor Selection Optimization with Genetic Algorithms

I. Khokhlov, A. Pudage, and L. Reznik

2019 IEEE Sensors, pp. 1–4

DOI: 10.1109/SENSORS43011.2019.8956579

D.I.F.E.N.S.E.: Distributed Intelligent Framework for Expendable Android Security Evaluation

I. Khokhlov, Q. Li, and L. Reznik

The 14th Annual Symposium on Information Assurance (ASIA '19), pp. 18–27

MeetCI: A Computational Intelligence Software Design Automation Framework

I. Khokhlov, C. Jain, B. Miller-Jacobson, A. Heyman, L. Reznik, and R. St. Jacques

2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1–8

DOI: 10.1109/FUZZ-IEEE.2018.8491664

Computational Intelligence Framework for Automatic Quiz Question Generation

A. Killawala, I. Khokhlov, and L. Reznik

2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1–8

DOI: 10.1109/FUZZ-IEEE.2018.8491624

Design of Activity Recognition Systems with Wearable Sensors

I. Khokhlov, L. Reznik, J. Cappos, and R. Bhaskar

2018 IEEE Sensors Applications Symposium (SAS), pp. 1–6

DOI: 10.1109/SAS.2018.8336752

Mobile Road Pothole Classification and Reporting with Data Quality Estimates

A. Vora, L. Reznik, and I. Khokhlov

2018 Fourth International Conference on Mobile and Secure Services (MobiSecServ), pp. 1–6

DOI: 10.1109/MOBISECSERV.2018.8311437

Android System Security Evaluation

I. Khokhlov and L. Reznik

2018 15th IEEE Annual Consumer Communications & Networking Conference (CCNC), pp. 1–2

DOI: 10.1109/CCNC.2018.8319325

What Can Data Analysis Recommend on Design of Wearable Sensors?

I. Khokhlov, L. Reznik, and S. B. Jothilingam

2018 15th IEEE Annual Consumer Communications & Networking Conference (CCNC), pp. 1–2

DOI: 10.1109/CCNC.2018.8319288

Colluded Applications Vulnerabilities in Android Devices

I. Khokhlov and L. Reznik

2017 IEEE DASC/PiCom/DataCom/CyberSciTech, pp. 462–469

DOI: 10.1109/DASC-PICom-DataCom-CyberSciTec.2017.89

Data Security and Quality Evaluation Framework: Implementation Empirical Study on Android Devices

I. Khokhlov, L. Reznik, A. Kumar, A. Mookherjee, and R. Dalvi

2017 20th Conference of Open Innovations Association (FRUCT), pp. 161–168

DOI: 10.23919/FRUCT.2017.8071307

Data Security Evaluation for Mobile Android Devices

I. Khokhlov and L. Reznik

2017 20th Conference of Open Innovations Association (FRUCT), pp. 154–160

DOI: 10.23919/FRUCT.2017.8071306

Attacks, Defenses, And Tools: A Framework To Facilitate Robust AI/ML Systems

M. Fazelnia, I. Khokhlov, and M. Mirakhorli

arXiv preprint, arXiv:2202.09465

Preprint

Integrated Framework for Data Quality and Security Evaluation on Mobile Devices

I. Khokhlov

Doctoral dissertation, Rochester Institute of Technology

From Data Communication to Delivery of Quality Data

L. Reznik and I. Khokhlov

White paper