Leon Reznik

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 25

Top Topics

Anomaly Detection

Autonomous Vehicles

Wearable Sensors

Top Venues

Publications

Sergei Chuprov, Raman Zatsarenko, Dmitrii Korobeinikov, Leon Reznik
Robust Training on the Edge: Federated vs. Transfer Learning for Computer Vision in Intelligent Transportation Systems. AIIoT (2024)
Raman Zatsarenko, Sergei Chuprov, Dmitrii Korobeinikov, Leon Reznik
Trust-Based Anomaly Detection in Federated Edge Learning. AIIoT (2024)
Sergei Chuprov, Leon Reznik, Garegin Grigoryan
Study on Network Importance for ML End Application Robustness. ICC (2023)
Sergei Chuprov, Leon Reznik, Antoun Obeid, Srujan Shetty
How Degrading Network Conditions Influence Machine Learning End Systems Performance? INFOCOM Workshops (2022)
Sergei Chuprov, Igor Khokhlov, Leon Reznik, Srujan Shetty
Influence of Transfer Learning on Machine Learning Systems Robustness to Data Quality Degradation. IJCNN (2022)
Sergei Chuprov, Leon Reznik, Igor Khokhlov, Karan Manghi
Multi-Modal Sensor Selection with Genetic Algorithms. IEEE SENSORS (2022)
Igor Khokhlov, Sergei Chuprov, Leon Reznik
Integrating Security with Accuracy Evaluation in Sensors Fusion. IEEE SENSORS (2022)
Sergey Chuprov, Ilya I. Viksnin, Iuliia Kim, Timofey Melnikov, Leon Reznik, Igor Khokhlov
Improving Knowledge Based Detection of Soft Attacks Against Autonomous Vehicles with Reputation, Trust and Data Quality Service Models. SMDS (2021)
Igor Khokhlov, Leon Reznik, Sergey Chuprov
Framework for Integral Data Quality and Security Evaluation in Smartphones. IEEE Syst. J. 15 (2) (2021)
Igor Khokhlov, Leon Reznik
Knowledge Graph in Data Quality Evaluation for IoT applications. WF-IoT (2020)
Igor Khokhlov, Ninad Ligade, Leon Reznik
Recurrent Neural Networks for Colluded Applications Attack Detection in Android OS Devices. IJCNN (2020)
Sergey Chuprov, Egor Marinenkov, Ilya I. Viksnin, Leon Reznik, Igor Khokhlov
Image Processing in Autonomous Vehicle Model Positioning and Movement Control. WF-IoT (2020)
Hussein Alrubaye, Mohamed Wiem Mkaouer, Igor Khokhlov, Leon Reznik, Ali Ouni, Jason Mcgoff
Learning to recommend third-party library migration opportunities at the API level. Appl. Soft Comput. 90 (2020)
Igor Khokhlov, Leon Reznik, Rohit Bhaskar
The Machine Learning Models for Activity Recognition Applications with Wearable Sensors. ICMLA (2019)
Hussein Alrubaye, Mohamed Wiem Mkaouer, Igor Khokhlov, Leon Reznik, Ali Ouni, Jason Mcgoff
Learning to Recommend Third-Party Library Migration Opportunities at the API Level. CoRR (2019)
Igor Khokhlov, Akshay Pudage, Leon Reznik
Sensor Selection Optimization with Genetic Algorithms. IEEE SENSORS (2019)
Igor Khokhlov, Michael Perez, Leon Reznik
Machine Learning in Anomaly Detection: Example of Colluded Applications Attack in Android Devices. ICMLA (2019)
Akhil Killawala, Igor Khokhlov, Leon Reznik
Computational Intelligence Framework for Automatic Quiz Question Generation. FUZZ-IEEE (2018)
Igor Khokhlov, Leon Reznik
Android system security evaluation. CCNC (2018)
Igor Khokhlov, Leon Reznik, Suresh Babu Jothilingam, Rohit Bhaskar
What can data analysis recommend on design of wearable sensors? CCNC (2018)
Igor Khokhlov, Leon Reznik, Justin Cappos, Rohit Bhaskar
Design of activity recognition systems with wearable sensors. SAS (2018)
Igor Khokhlov, Leon Reznik
Colluded Applications Vulnerabilities in Android Devices. DASC/PiCom/DataCom/CyberSciTech (2017)
Michael Potter, Leon Reznik, Stanislaw P. Radziszowski
Neural networks and the search for a quadratic residue detector. IJCNN (2017)
Igor Khokhlov, Leon Reznik, Ashish Kumar, Ankan Mookherjee, Rohan Dalvi
Data security and quality evaluation framework: Implementation empirical study on android devices. FRUCT (2017)
Igor Khokhlov, Leon Reznik
Data security evaluation for mobile android devices. FRUCT (2017)
Richard S. Weiss, Leon Reznik, Yanyan Zhuang, Andrew Hoffman, Darrell Pollard, Albert Rafetseder, Tao Li, Justin Cappos
Trust Evaluation in Mobile Devices: An Empirical Study. TrustCom/BigDataSE/ISPA (1) (2015)
Andrew Heyman, Leon Reznik, Michael Negnevitsky, Andrew Hoffman
Fuzzy System Design for Security and Environment Control Applications. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 23 (Supplement-1) (2015)
Jeton Bacaj, Leon Reznik
Signal anomaly based attack detection in wireless sensor networks. CCS (2013)
Leon Reznik, Elisa Bertino
Data quality evaluation: integrating security and accuracy. CCS (2013)
Dmitri Yudanov, Leon Reznik
Scalable multi-precision simulation of spiking neural networks on GPU with OpenCL. IJCNN (2012)
Roman V. Yampolskiy, Leon Reznik, Mike Adams, Joshua Harlow, Dima Novikov
Resource awareness in computational intelligence. Int. J. Adv. Intell. Paradigms 3 (3/4) (2011)
Greg P. Timms, Paulo A. de Souza, Leon Reznik, Daniel V. Smith
Automated Data Quality Assessment of Marine Sensors. Sensors 11 (10) (2011)
Dmitri Yudanov, Muhammad Shaaban, Roy Melton, Leon Reznik
GPU-based simulation of spiking neural networks with real-time performance & high accuracy. IJCNN (2010)
Leon Reznik, Michael J. Adams, Bryan Woodard
Intelligent Intrusion Detection Based on Genetically Tuned Artificial Neural Networks. J. Adv. Comput. Intell. Intell. Informatics 14 (6) (2010)
Leon Reznik, Gregory Von Pless
Neural networks for cognitive sensor networks. IJCNN (2008)
Leon Reznik, Vladik Kreinovich
Fuzzy Prediction Models in Measurement. IEEE Trans. Fuzzy Syst. 16 (4) (2008)
Dima Novikov, Roman V. Yampolskiy, Leon Reznik
Traffic Analysis Based Identification of Attacks. Int. J. Comput. Sci. Appl. 5 (2) (2008)
Leon Reznik, Robert St. Jacques
Fuzzy Expert System Shell Development with Computer Security Assessment Application. FUZZ-IEEE (2007)
James L. King, Leon Reznik
Topology Selection for Signal Change Detection in Sensor Networks: RBF vs MLP. IJCNN (2006)
Dima Novikov, Roman V. Yampolskiy, Leon Reznik
Anomaly Detection Based Intrusion Detection. ITNG (2006)
Leon Reznik, Gregory Von Pless, Tayeb Al Karim
Intelligent Protocols Based on Sensor Signal Change Detection. Systems Communications (2005)
Leon Reznik, Gregory Von Pless, Tayeb Al Karim
Embedding intelligent sensor signal change detection into sensor network protocols. SECON (2005)
Leon Reznik, Vladik Kreinovich
Fuzzy and probabilistic models of association information in sensor networks. FUZZ-IEEE (2004)
Gregory Von Pless, Tayeb Al Karim, Leon Reznik
Time-based multi-layer perceptron for novelty detection in sensor networks. ICMLA (2004)
Leon Reznik, Vladik Kreinovich, Scott A. Starks
Use of fuzzy expert's information in measurement and what we can gain from its application in geophysics. FUZZ-IEEE (2003)
Leon Reznik, Michael Negnevitsky
A neuro-fuzzy method of power disturbances recognition and reduction. FUZZ-IEEE (2002)
Shane Spiteri, Leon Reznik, Paul Vilas-Boas
Embedded Fuzzy Control for Reefer Refrigeration Systems. FUZZ-IEEE (2001)
Leon Reznik, Binh Pham
Fuzzy Models in Evaluation of Information Uncertainty in Engineering and Technology Applications. FUZZ-IEEE (2001)
Leon Reznik
Fuzzy controller design: recommendations to the user. KES (3) (1998)
Leon Reznik
Intelligent sensor: an attempt to define. KES (3) (1998)