Learning to recommend third-party library migration opportunities at the API level H Alrubaye, MW Mkaouer, I Khokhlov, L Reznik, A Ouni, J Mcgoff Applied Soft Computing 90, 106140, 2020 | 50 | 2020 |
Android system security evaluation I Khokhlov, L Reznik 2018 15th IEEE Annual Consumer Communications & Networking Conference (CCNC …, 2018 | 34 | 2018 |
Data security evaluation for mobile android devices I Khokhlov, L Reznik 2017 20th Conference of Open Innovations Association (FRUCT), 154-160, 2017 | 27 | 2017 |
Computational intelligence framework for automatic quiz question generation A Killawala, I Khokhlov, L Reznik 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2018 | 26 | 2018 |
Design of activity recognition systems with wearable sensors I Khokhlov, L Reznik, J Cappos, R Bhaskar 2018 ieee sensors applications symposium (sas), 1-6, 2018 | 25 | 2018 |
Reputation and trust models with data quality metrics for improving autonomous vehicles traffic security and safety S Chuprov, I Viksnin, I Kim, L Reznikand, I Khokhlov 2020 IEEE systems security symposium (SSS), 1-8, 2020 | 21 | 2020 |
Sensors in mobile devices knowledge base I Khokhlov, L Reznik, S Ajmera IEEE Sensors Letters 4 (3), 1-4, 2020 | 10 | 2020 |
Data security and quality evaluation framework: Implementation empirical study on android devices I Khokhlov, L Reznik, A Kumar, A Mookherjee, R Dalvi 2017 20th Conference of Open Innovations Association (FRUCT), 161-168, 2017 | 9 | 2017 |
Knowledge graph in data quality evaluation for IoT applications I Khokhlov, L Reznik 2020 IEEE 6th World Forum on Internet of Things (WF-IoT), 1-6, 2020 | 8 | 2020 |
Sensor selection optimization with genetic algorithms I Khokhlov, A Pudage, L Reznik 2019 IEEE SENSORS, 1-4, 2019 | 8 | 2019 |
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, I Khokhlov 2021 IEEE International Conference on Smart Data Services (SMDS), 115-120, 2021 | 7 | 2021 |
Mobile road pothole classification and reporting with data quality estimates A Vora, L Reznik, I Khokhlov 2018 Fourth International Conference on Mobile and Secure Services …, 2018 | 7 | 2018 |
Influence of transfer learning on machine learning systems robustness to data quality degradation S Chuprov, I Khokhlov, L Reznik, S Shetty 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 6 | 2022 |
Attacks, defenses, and tools: A framework to facilitate robust AI/ML systems M Fazelnia, I Khokhlov, M Mirakhorli arXiv preprint arXiv:2202.09465, 2022 | 6 | 2022 |
Framework for integral data quality and security evaluation in smartphones I Khokhlov, L Reznik, S Chuprov IEEE Systems Journal 15 (2), 2058-2065, 2020 | 6 | 2020 |
The machine learning models for activity recognition applications with wearable sensors I Khokhlov, L Reznik, R Bhaskar 2019 18th IEEE International Conference on Machine Learning and Applications …, 2019 | 5 | 2019 |
What can data analysis recommend on design of wearable sensors? I Khokhlov, L Reznik, SB Jothilingam, R Bhaskar 2018 15th IEEE Annual Consumer Communications & Networking Conference (CCNC …, 2018 | 5 | 2018 |
Machine learning in anomaly detection: Example of colluded applications attack in android devices I Khokhlov, M Perez, L Reznik 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 4 | 2019 |
Colluded applications vulnerabilities in android devices I Khokhlov, L Reznik 2017 IEEE 15th Intl Conf on Dependable, Autonomic and Secure Computing, 15th …, 2017 | 4 | 2017 |
Multi-Modal Sensor Selection with Genetic Algorithms S Chuprov, L Reznik, I Khokhlov, K Manghi 2022 IEEE Sensors, 1-4, 2022 | 3 | 2022 |