Dusan Nedeljkovic

About Dusan Nedeljkovic

Dusan Nedeljkovic, With an exceptional h-index of 3 and a recent h-index of 3 (since 2020), a distinguished researcher at Univerzitet u Beogradu, specializes in the field of Manufacturing Automation, Distributed Control Systems, Cybersecurity.

His recent articles reflect a diverse array of research interests and contributions to the field:

Cybersecurity Issues in Motion Control–An Overview of Challenges

Deep Learning Prediction Models for the Detection of Cyber-Attacks on Image Sequences

Check for updates Deep Learning Prediction Models for the Detection of Cyber-Attacks on Image Sequences

Generation of lightweight models for cyber-attacks detection algorithms using knowledge distillation

Detekcija kibernetskih napada na sisteme za upravljanje proizvodnim resursima

CNN based method for the development of cyber-attacks detection algorithms in industrial control systems

Algoritam za detekciju sajber napada kod energetski ograničenih kibernetsko fizičkih sistema baziran na dubokom mašinskom učenju

Sajber bezbednost u kontinualnim sistemima upravljanja–pregled rezultata u okviru projekta mission4. 0

Dusan Nedeljkovic Information

University

Position

Teaching assistant at Faculty of Mechanical Engineering

Citations(all)

67

Citations(since 2020)

67

Cited By

5

hIndex(all)

3

hIndex(since 2020)

3

i10Index(all)

1

i10Index(since 2020)

1

Email

University Profile Page

Google Scholar

Dusan Nedeljkovic Skills & Research Interests

Manufacturing Automation

Distributed Control Systems

Cybersecurity

Top articles of Dusan Nedeljkovic

Cybersecurity Issues in Motion Control–An Overview of Challenges

2023/6/5

Deep Learning Prediction Models for the Detection of Cyber-Attacks on Image Sequences

2023/5/27

Dusan Nedeljkovic
Dusan Nedeljkovic

H-Index: 2

Zivana Jakovljevic
Zivana Jakovljevic

H-Index: 11

Check for updates Deep Learning Prediction Models for the Detection of Cyber-Attacks on Image Sequences

Advances in Service and Industrial Robotics: RAAD 2023

2023/5/26

Dusan Nedeljkovic
Dusan Nedeljkovic

H-Index: 2

Zivana Jakovljevic
Zivana Jakovljevic

H-Index: 11

Generation of lightweight models for cyber-attacks detection algorithms using knowledge distillation

39th International conference on production engineering of Serbia (ICPES 2023)

2023

Detekcija kibernetskih napada na sisteme za upravljanje proizvodnim resursima

2023

CNN based method for the development of cyber-attacks detection algorithms in industrial control systems

Computers & Security

2022/3/1

Dusan Nedeljkovic
Dusan Nedeljkovic

H-Index: 2

Zivana Jakovljevic
Zivana Jakovljevic

H-Index: 11

Algoritam za detekciju sajber napada kod energetski ograničenih kibernetsko fizičkih sistema baziran na dubokom mašinskom učenju

Tehničko rešenje je prihvaćeno od strane Matičnog naučnog odbora za mašinstvo i industrijski softver, 2022.

2022

Sajber bezbednost u kontinualnim sistemima upravljanja–pregled rezultata u okviru projekta mission4. 0

2022

Gan-based data augmentation in the design of Cyber-attack detection methods

9th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN 2022), Proceedings, Novi Pazar, June 2022, ROI1. 4

2022

Cyber Physical Systems in Manufacturing Engineers Education

2021/6/10

Zivana Jakovljevic
Zivana Jakovljevic

H-Index: 11

Dusan Nedeljkovic
Dusan Nedeljkovic

H-Index: 2

Implementation of CNN based algorithm for cyber-attacks detection on a real-world control system

Proceedings of the 14th International Scientific Conference MMA 2021-Flexible Technologies, Novi Sad, september 2021

2021

Integracija proizvodnih resursa u sistem za izvršavanje proizvodnje korišćenjem opc-ua

Proceedings of the International Scientific Conference ETIKUM 2021, Novi Sad, 2021

2021

Distribution of Control Tasks to Smart Devices in Industrial Control Systems: a Case Study

2021

Zivana Jakovljevic
Zivana Jakovljevic

H-Index: 11

Dusan Nedeljkovic
Dusan Nedeljkovic

H-Index: 2

Komunikacija između proizvodnih resursa korišćenjem opc-ua standarda

42. JUPITER Konferencija, 44. simpozijum „Upravljanje proizvodnjom u industriji prerade metala “, Zbornik radova/42nd JUPITER Conference, Proceedings, Beograd, oktobar 2020, 4.1-4.12

2020

Класификација слике заснована на примени конволуционих неуронских мрежа

42. ЈУПИТЕР Конференција, 44. симпозијум „Управљање производњом у индустрији прераде метала “, Зборник радова/42nd JUPITER Conference, Proceedings, Beograd, oktobar 2020

2020

Detekcija napada na senzorske signale u industrijskim kontrolnim sistemima

FME Transactions

2020

Detection of cyber-attacks in systems with distributed control based on support vector regression

Telfor Journal

2020

The detection of sensor signal attacks in industrial control systems

FME Transactions

2020

Integration of Smart Vision Sensor into Manipulator Control System using OPC-UA

2020/11/24

Cyber-attack detection method based on RNN

7th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN 2020), Proceedings, Belgrade, Čačak, Niš, Novi Sad, September 2020.

2020

See List of Professors in Dusan Nedeljkovic University(Univerzitet u Beogradu)

Co-Authors

academic-engine