The full published record.

Chuprov, S., Korobeinikov, D., Zatsarenko, R., and Reznik, L. (2025) “No trust, no learning? Improving Federated Learning Security and Robustness with Reputation and Trust” in Data Science AIMS 2025 Workshop “From Theory to Practice” URL

Dmitrii Korobeinikov, Sergei Chuprov, Raman Zatsarenko, and Leon Reznik “Federated Learning Robustness on Real World Data in Intelligent Transportation Systems” in Proceedings of 19th Annual Symposium on Information Assurance (ASIA’ 24) , June 4-5, 2024, Albany, NY / Eds. S. Goel

Harshil Patel, Sergei Chuprov, Dmitrii Korobeinikov, Raman Zatsarenko and Leon Reznik “Improving Federated Learning Security with Trust Evaluation to Detect Adversarial Attacks” in of 19th Annual Symposium on Information Assurance (ASIA’ 24) , June 4-5, 2024, Albany, NY /Eds. S. Goel

L. Reznik, I. Khokhlov From Extensive Data Collection to Intensive Quality Knowledge Production , NSF Workshop on Overcoming Measurement Barriers to Internet Research (WOMBIR 2021), Jan. 11-12, 2021, accessed at https://www.caida.org/workshops/wombir/slides/wombir2021-paper12.pdf on Jan. 11, 2021

L.Reznik and I.Khokhlov. From Data Communication to Delivery of Quality Data, Large Scale Networking (LSN) Workshop on Huge Data: A Computing, Networking and Distributed Systems Perspective, Sponsored by the National Science Foundation (NSF), Chicago, IL, April 13 -- 14, 2020 available online at https://drive.google.com/drive/folders/1_rzzcVMv0jBGtZ8kvaelrXSZhOk4xgIz accessed on Dec. 11, 2020

I.Khokhlov, Q. Li, L.Reznik D.I.F.E.N.S.E.: Distributed Intelligent Framework for Expendable Android Security Evaluation In the Proceedings of ASIA '19: 14th Annual Symposium on Information Assurance (ASIA '19), June 4-6, 2019, Empire State Plaza, Albany, NY.

J.Bacaj and L.Reznik Signal Anomaly Based Attack Detection in Wireless Sensor Networks, CCS '13: Proceedings of the 2013 ACM SIGSAC conference on Computer & communications security, Berlin, November 2013

L.Reznik and E.Bertino Data Quality Evaluation: Integrating Security and Accuracy, CCS '13: Proceedings of the 2013 ACM SIGSAC conference on Computer & communications security, Berlin, November 2013

L. Reznik, A. Christian, A. Patel, B. Treich, and M. Alromaih The Current State of Ordinary User Security, ANNUAL SYMPOSIUM ON INFORMATION ASSURANCE & SECURE KNOWLEDGE MANAGEMENT, JUNE 5-6, 2012, ALBANY, NY, pp.62-67

L. Reznik, M. Adams, B. Woodard, When the Resource Consumption Does Matter: Artificial Neural Network Optimization for Intrusion Detection, AISAT 2009, THE THIRD INTERNATIONAL WORKSHOP ON ARTIFICIAl INTELLIGENCE IN SCIENCE AND TECHNOLOGY, Proceedings/Ed.: M.Negnevitsky, 23- 24 November 2009, Hobart, Tasmania, Australia

L. Reznik, R. Yampolskiy, J. Harlow, D. Novikov. When the Resource Consumption Does Matter: Artificial Neural Network Structure Choice for Intrusion Detection, AISAT 2009, THE THIRD INTERNATIONAL WORKSHOP ON ARTIFICIAl INTELLIGENCE IN SCIENCE AND TECHNOLOGY, Proceedings/Ed.: M.Negnevitsky, 23- 24 November 2009, Hobart, Tasmania, Australia

D. Novikov, R. V. Yampolskiy, L. Reznik. Traffic Analysis Based Identification of Attacks. International Journal of Computer Science & Applications (IJCSA), vol. 5, Issue 2, 2008, pp.69-88

L. Reznik and Popescu M./Eds. Proceedings of 4th International conference on wireless and mobile communications 2008 (ICWMC 2008), 27 July - 1 August 2008, Athens, Greece, IEEE 2008, ISBN CD:978-0-7695-3274-5, doi: 10.1109/ICWMC.2008. ↗

L. Reznik, G. Von Pless, T. Al Karim Application Testing of Novel Neural Network Structures, Proceedings of the 2008 Workshop on Building Computational Intelligence and Machine Learning Virtual Organizations, October 24, 2008, Fairfax, VA, pp.28 - 33

L.Reznik and C.Hoffman Development of the Intelligent Sensor Network Anomaly Detection System: Problems and Solutions, Proceedings of the 2008 Workshop on Building Computational Intelligence and Machine Learning Virtual Organizations, October 24, 2008, Fairfax, VA, pp.21 – 27

L.Reznik and V.Kreinovich Fuzzy Models in Measurement, IEEE Transactions on Fuzzy Systems, vol. 16, No.4, August 2008, pp. 851-862

L.Reznik/Ed. Advancing Computing and Information Sciences. RIT Cary Graphic Arts Press, 2005, ISBN 1-933360-05-4

Samant A., Reznik L., Carithers W. Using System Call Analysis to Stop Evasion Attacks. In Advancing Computing and Information Sciences. Reznik L. /Eds. RIT Cary Graphic Arts Press, 2005, ISBN 1-933360-05-4

Yampolskiy R., Novikov D., and Reznik L. Performance of MLP and RBF in Character Recognition Utilizing Fuzzy Zoning Feature. In Advancing Computing and Information Sciences. Reznik L. /Eds. RIT Cary Graphic Arts Press, 2005, pp. 34-41, ISBN 1-933360-05-4

L.Reznik General Principles and Purposes of Computational Intelligence in Systems Science and Cybernetics, [Ed. F. Parra-Luna], In: Encyclopedia of Life Support Systems, Developed under the Auspices of the UNESCO, EOLSS Publishers, Oxford, UK, 2003 (available on-line at http://www.eolss.net/)

G. Solopchenko, V.Kreinovich, L.Reznik Development of Mathematical Structure of the Modern Measurement Science In: Measurement Science - a Discussion, K.Kariya and L. Finkelstein /Eds. Ohmsha Ltd. and IOS Press, Amsterdam, Oxford, Tokyo, Washington, 2000, ISBN 4-274-90398-2 and 1-58603-088-4, p.23-36

L. Reznik What Is the Right Place for Fuzzy Control in Industry? In Proceedings of AISAT'2000 International Conference on Artificial Intelligence in Science and Technology, Hobart, Australia, 17-20 December 2000, The University of Tasmania, Australia, 2000, pp. 157- 162

A.Little and L.Reznik Implementation of Fuzzy Logic Controllers Using Neural networks SCIRF'99 Collaborative Research Forum Proceedings, 18 November 1999, Melbourne, Victoria University, p.52-57

A.Stojcevski, L.Reznik, M.Faulkner Trends in Cellular Position Location Techniques - an Overview SCIRF'99 Collaborative Research Forum Proceedings, 18 November 1999, Melbourne, Victoria University, p.69 - 73

G. Solopchenko, V.Kreinovich, L.Reznik Development of Mathematical Structure of the Modern Measurement Science in Proceedings of International Workshop on Advances of Measurement Science, June 20-21, 1999, Kyoto, Japan, p.35 – 47

L. Reznik Fuzzy + Neural + PID Combination as a Way to Design New Industrial Information and Control Systems in ICEX’99 Instrumentation and Control Exhibition, Symposium, Workshops, Melbourne, May 25-28, 1999

L. Reznik, A. Stojcevski, V.Kreinovich Modelling of Human Measurement Functions as a Way of Intelligent Sensor Design in H. Imai/Ed. Measurement to Improve Quality of Life in the 21st Century, IMEKO –XV World Congress, June 13-18, 1999, Osaka, Japan, vol. XI, p. 75 -82

L. Reznik, K.P. Dabke Evaluation of Uncertainty in Measurement: A Proposal for Application of Intelligent Methods in H. Imai/Ed. Measurement to Improve Quality of Life in the 21st Century, IMEKO –XV World Congress, June 13-18, 1999, Osaka, Japan, vol. II, p.93 – 100

L.Reznik Measurement Result Uncertainty Evaluation: New Soft Approaches? SCM’99 International Conference on Soft Computing and Measurements, St. Petersburg, Russia, May 25- 28, 1999

L.Reznik, V.Dimitrov, J.Kacprzyk/Eds. Fuzzy System Design: Social and Engineering Applications, Physica Verlag, Heidelberg-New York, 1998, ISBN 3-7908-1118-1, 334 pp.

L. Reznik How to Design a New Intelligent Controller for Industrial Applications? Control-97 International Conference Proceedings, October 20-22, 1997, Sydney, The Institution of Engineers, p.281-286

L.Reznik Fuzzy Controllers Elsevier-Newnes, Oxford-Boston, 1997, ISBN 0-7506-3429-4, 287 pp.

M.Selesnew and L.Reznik Development of a Hydraulic Dynamometer Engine Test System for High Speed Inertia Simulation Control-97 International Conference Proceedings, October 20-22, 1997, Sydney, The Institution of Engineers, p. 61-66

L.Reznik Controller Design: The Combination of Techniques, Neural Network World, 1996, vol. 6, No. 4, pp. 691 - 699

L.Reznik Intelligent Measurement: How to Achieve? In: Gorodetsky A.E. and Kurbanov V.G./Eds. Physical Metrology: Theory and Application Aspects, St.Petersburg, KN Publishers, 1996, pp.86 - 106 (in English and Russian)

L.Reznik Intelligent Measurement: How To Achieve? The 2nd International Conference on Problems of Physical Metrology (FISMET’96) June 17-23, 1996, St.Petersburg, Russia, p.80-81

A.Stoica, L.Herron, M.Wingate, L.Reznik, O. Ghanayem Fuzzy Neural Networks as Distributed Fuzzy reasoning Systems Proceedings of the Third European Congress on Intelligent Techniques and Soft Computing (EUFIT’95), August 29-September 1, 1995, Aachen, Germany, vol.1, pp.86 - 90

L. Reznik Fuzzy Technology Teaching: Some Experience, presented to the Pacific Region Conference on Electrical Engineering Education, February 23 - 24, 1995, Marysville and published in the Conference Proceedings “Advancing Electrical Engineering Curricula To Reflect Current And Future Technologies” pp. 119 - 122

O. Ghanayem and L. Reznik A Hybrid AVR-PSS Controller Based on Fuzzy Logic Technique, presented to the International Conference “Control-95”, Melbourne, 20 -24 October 1995 and published in the Conference Proceedings, The Institution of Engineers, Australia, 1995, vol. 2, pp. 347 - 351

L.Reznik and A.Little Fuzzy Controller Design From A Practitioner’s Point Of View - The Review of Methodologies, Australian Journal of Intelligent Information Processing Systems, 1995, vol.2, No.4, pp.1- 9

O. Ghanayem and L. Reznik A New Reasoning Approach and its Application in Power System Stability, Proceedings of the Third European Congress on Intelligent Techniques and Soft Computing (EUFIT’95), August 29-September 1, 1995, Aachen, Germany, vol.3, pp.1527 - 1532

L. Reznik and A. Stoica Some Tricks in Fuzzy Controller Design, Australia and New Zealand conference on Intelligent Information Systems, (ANZIIS – 93) IEEE, Perth, Western Australia, November,1993, p. 60 - 64

L. Reznik Problems of Expert Systems Using in Intelligent Measuring Instruments, presented to MEASURE-90 International Conference, Moscow and published in the Conference Proceedings, Moscow, 1990, p.157-165

V. Kreinovich, L. Reznik Prospects for Using Expert Systems as a Part of Intelligent Measuring Instruments, presented to INTERNATIONAL SCHOOL ON THE PROBLEMS OF INTELLIGENT MEASURING INSTRUMENTS, Dagomys, 1990 and published in the Proceedings Moscow, 1990, part 2, p.97-110

L. Reznik Fuzzy Models of a priori Information in the Measurements' Results Processing AMSE REVIEW, 1987, v.4, 2, p.1-12

L. Reznik, G. Britov On Dynamics of Fuzzy Discrete Systems. AUTOMATION AND REMOTE CONTROL, 1987, v. 48, 8, p.185-188

L. Reznik, G. Solopchenko The USSR Patent: Method of Complexing of Measurements, BULLETIN OF PATENTS, 1986, No. 47

G.Britov and L. Reznik Optimal Control on the Linear Fuzzy Systems. AUTOMATION AND REMOTE CONTROL, 1981, v.42, 4, p. 462-465