Leon Reznik - RankMe

57 papers A* 2B 16C 5Misc 2Journal 11Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	How to Improve Federated Learning in Consumer Applications? Detect and Exclude Bad Clients. CCNC Raman Zatsarenko, Sergei Chuprov, Dmitrii Korobeinikov, Leon Reznik, Adrian Peña
2025	J	`jnl`	KISS: Knowledge Integration System Service for ML End Attacks Detection and Classification. IEEE Trans. Dependable Secur. Comput. Sergei Chuprov, Leon Reznik, Raman Zatsarenko
2025	C	`conf`	MADE-PI: Framework for Effective Anomaly Detection in Federated Learning Applications. ICMLA Raman Zatsarenko, Sergei Chuprov, Dmitrii Korobeinikov, Leon Reznik, Adrian Peña
2024	J	`jnl`	Data Quality Based Intelligent Instrument Selection with Security Integration. ACM J. Data Inf. Qual. Sergei Chuprov, Raman Zatsarenko, Leon Reznik, Igor Khokhlov
2024	C	`conf`	Intelligent Soccer Event Detection and Highlights Generation with Broadcast Cues Integration. ICMLA Anirudh Narayanan, Sergei Chuprov, Leon Reznik, Raman Zatsarenko, Dmitrii Korobeinikov
2024	—	`conf`	Robust Training on the Edge: Federated vs. Transfer Learning for Computer Vision in Intelligent Transportation Systems. AIIoT Sergei Chuprov, Raman Zatsarenko, Dmitrii Korobeinikov, Leon Reznik
2024	—	`conf`	Trust-Based Anomaly Detection in Federated Edge Learning. AIIoT Raman Zatsarenko, Sergei Chuprov, Dmitrii Korobeinikov, Leon Reznik
2023	—	`conf`	Federated Learning for Robust Computer Vision in Intelligent Transportation Systems. CAI Sergei Chuprov, Kartavya Manojbhai Bhatt, Leon Reznik
2023	—	`conf`	Federated Learning with Trust Evaluation for Industrial Applications. CAI Sergei Chuprov, Moinuddin Memon, Leon Reznik
2023	—	`conf`	Study on Network Importance for ML End Application Robustness. ICC Sergei Chuprov, Leon Reznik, Garegin Grigoryan
2022	—	`conf`	How Degrading Network Conditions Influence Machine Learning End Systems Performance? INFOCOM Workshops Sergei Chuprov, Leon Reznik, Antoun Obeid, Srujan Shetty
2022	B	`conf`	Influence of Transfer Learning on Machine Learning Systems Robustness to Data Quality Degradation. IJCNN Sergei Chuprov, Igor Khokhlov, Leon Reznik, Srujan Shetty
2022	—	`conf`	Integrating Security with Accuracy Evaluation in Sensors Fusion. IEEE SENSORS Igor Khokhlov, Sergei Chuprov, Leon Reznik
2022	—	`conf`	Multi-Modal Sensor Selection with Genetic Algorithms. IEEE SENSORS Sergei Chuprov, Leon Reznik, Igor Khokhlov, Karan Manghi
2021	J	`jnl`	Framework for Integral Data Quality and Security Evaluation in Smartphones. IEEE Syst. J. Igor Khokhlov, Leon Reznik, Sergey Chuprov
2021	—	`conf`	Improving Knowledge Based Detection of Soft Attacks Against Autonomous Vehicles with Reputation, Trust and Data Quality Service Models. SMDS Sergey Chuprov, Ilya I. Viksnin, Iuliia Kim, Timofey Melnikov, Leon Reznik, Igor Khokhlov
2020	—	`conf`	Image Processing in Autonomous Vehicle Model Positioning and Movement Control. WF-IoT Sergey Chuprov, Egor Marinenkov, Ilya I. Viksnin, Leon Reznik, Igor Khokhlov
2020	—	`conf`	Knowledge Graph in Data Quality Evaluation for IoT applications. WF-IoT Igor Khokhlov, Leon Reznik
2020	J	`jnl`	Learning to recommend third-party library migration opportunities at the API level. Appl. Soft Comput. Hussein Alrubaye, Mohamed Wiem Mkaouer, Igor Khokhlov, Leon Reznik, Ali Ouni, Jason Mcgoff
2020	B	`conf`	Recurrent Neural Networks for Colluded Applications Attack Detection in Android OS Devices. IJCNN Igor Khokhlov, Ninad Ligade, Leon Reznik
2019	J	`jnl`	Learning to Recommend Third-Party Library Migration Opportunities at the API Level. CoRR Hussein Alrubaye, Mohamed Wiem Mkaouer, Igor Khokhlov, Leon Reznik, Ali Ouni, Jason Mcgoff
2019	C	`conf`	Machine Learning in Anomaly Detection: Example of Colluded Applications Attack in Android Devices. ICMLA Igor Khokhlov, Michael Perez, Leon Reznik
2019	—	`conf`	Sensor Selection Optimization with Genetic Algorithms. IEEE SENSORS Igor Khokhlov, Akshay Pudage, Leon Reznik
2019	C	`conf`	The Machine Learning Models for Activity Recognition Applications with Wearable Sensors. ICMLA Igor Khokhlov, Leon Reznik, Rohit Bhaskar
2018	—	`conf`	Android system security evaluation. CCNC Igor Khokhlov, Leon Reznik
2018	B	`conf`	Computational Intelligence Framework for Automatic Quiz Question Generation. FUZZ-IEEE Akhil Killawala, Igor Khokhlov, Leon Reznik
2018	B	`conf`	Design of activity recognition systems with wearable sensors. SAS Igor Khokhlov, Leon Reznik, Justin Cappos, Rohit Bhaskar
2018	—	`conf`	What can data analysis recommend on design of wearable sensors? CCNC Igor Khokhlov, Leon Reznik, Suresh Babu Jothilingam, Rohit Bhaskar
2017	—	`conf`	Colluded Applications Vulnerabilities in Android Devices. DASC/PiCom/DataCom/CyberSciTech Igor Khokhlov, Leon Reznik
2017	Misc	`conf`	Data security and quality evaluation framework: Implementation empirical study on android devices. FRUCT Igor Khokhlov, Leon Reznik, Ashish Kumar, Ankan Mookherjee, Rohan Dalvi
2017	Misc	`conf`	Data security evaluation for mobile android devices. FRUCT Igor Khokhlov, Leon Reznik
2017	B	`conf`	Neural networks and the search for a quadratic residue detector. IJCNN Michael Potter, Leon Reznik, Stanislaw P. Radziszowski
2015	J	`jnl`	Fuzzy System Design for Security and Environment Control Applications. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Andrew Heyman, Leon Reznik, Michael Negnevitsky, Andrew Hoffman
2015	—	`conf`	Trust Evaluation in Mobile Devices: An Empirical Study. TrustCom/BigDataSE/ISPA (1) Richard S. Weiss, Leon Reznik, Yanyan Zhuang, Andrew Hoffman, Darrell Pollard, Albert Rafetseder, Tao Li, Justin Cappos
2013	A*	`conf`	Data quality evaluation: integrating security and accuracy. CCS Leon Reznik, Elisa Bertino
2013	A*	`conf`	Signal anomaly based attack detection in wireless sensor networks. CCS Jeton Bacaj, Leon Reznik
2012	B	`conf`	Scalable multi-precision simulation of spiking neural networks on GPU with OpenCL. IJCNN Dmitri Yudanov, Leon Reznik
2011	J	`jnl`	Automated Data Quality Assessment of Marine Sensors. Sensors Greg P. Timms, Paulo A. de Souza, Leon Reznik, Daniel V. Smith
2011	J	`jnl`	Resource awareness in computational intelligence. Int. J. Adv. Intell. Paradigms Roman V. Yampolskiy, Leon Reznik, Mike Adams, Joshua Harlow, Dima Novikov
2010	B	`conf`	GPU-based simulation of spiking neural networks with real-time performance & high accuracy. IJCNN Dmitri Yudanov, Muhammad Shaaban, Roy Melton, Leon Reznik
2010	J	`jnl`	Intelligent Intrusion Detection Based on Genetically Tuned Artificial Neural Networks. J. Adv. Comput. Intell. Intell. Informatics Leon Reznik, Michael J. Adams, Bryan Woodard
2008	J	`jnl`	Fuzzy Prediction Models in Measurement. IEEE Trans. Fuzzy Syst. Leon Reznik, Vladik Kreinovich
2008	B	`conf`	Neural networks for cognitive sensor networks. IJCNN Leon Reznik, Gregory Von Pless
2008	J	`jnl`	Traffic Analysis Based Identification of Attacks. Int. J. Comput. Sci. Appl. Dima Novikov, Roman V. Yampolskiy, Leon Reznik
2007	B	`conf`	Fuzzy Expert System Shell Development with Computer Security Assessment Application. FUZZ-IEEE Leon Reznik, Robert St. Jacques
2006	—	`conf`	Anomaly Detection Based Intrusion Detection. ITNG Dima Novikov, Roman V. Yampolskiy, Leon Reznik
2006	B	`conf`	Topology Selection for Signal Change Detection in Sensor Networks: RBF vs MLP. IJCNN James L. King, Leon Reznik
2005	B	`conf`	Embedding intelligent sensor signal change detection into sensor network protocols. SECON Leon Reznik, Gregory Von Pless, Tayeb Al Karim
2005	—	`conf`	Intelligent Protocols Based on Sensor Signal Change Detection. Systems Communications Leon Reznik, Gregory Von Pless, Tayeb Al Karim
2004	B	`conf`	Fuzzy and probabilistic models of association information in sensor networks. FUZZ-IEEE Leon Reznik, Vladik Kreinovich
2004	C	`conf`	Time-based multi-layer perceptron for novelty detection in sensor networks. ICMLA Gregory Von Pless, Tayeb Al Karim, Leon Reznik
2003	B	`conf`	Use of fuzzy expert's information in measurement and what we can gain from its application in geophysics. FUZZ-IEEE Leon Reznik, Vladik Kreinovich, Scott A. Starks
2002	B	`conf`	A neuro-fuzzy method of power disturbances recognition and reduction. FUZZ-IEEE Leon Reznik, Michael Negnevitsky
2001	B	`conf`	Embedded Fuzzy Control for Reefer Refrigeration Systems. FUZZ-IEEE Shane Spiteri, Leon Reznik, Paul Vilas-Boas
2001	B	`conf`	Fuzzy Models in Evaluation of Information Uncertainty in Engineering and Technology Applications. FUZZ-IEEE Leon Reznik, Binh Pham
1998	—	`conf`	Fuzzy controller design: recommendations to the user. KES (3) Leon Reznik
1998	—	`conf`	Intelligent sensor: an attempt to define. KES (3) Leon Reznik