Dragan Peraković

Dragan Peraković received a B.Sc. degree in 1995, an M.Sc. degree in 2003, and a PhD in 2005, all at the University of Zagreb, Croatia, EU. Dragan is Head of the Department for Information and Communication Traffic and Head of Chair of Information Communication Systems and Services Management, all at the Faculty of Transport and Traffic Sciences, University of Zagreb, where he is currently a full professor. Dragan is visiting professor at the University of Mostar, Faculty of Science and Education Sciences, Mostar / Bosnia and Herzegovina. Area of scientific interests and activities is modelling of innovative communication ecosystems in the environment of the transport system (ITS) and Industry 4.0; AI & ML in cybersecurity, DDoS, Internet of Things; AI in e-forensic of communication ecosystems (terminal devices/services); design and development of new innovative services and modules.

Publications

Data Mining Approaches for Big Data and Sentiment Analysis in Social Media
Data Mining Approaches for Big Data and Sentiment Analysis in Social Media
Brij B. Gupta, Dragan Peraković, Ahmed A. Abd El-Latif, Deepak Gupta. © 2022. 313 pages.
Social media sites are constantly evolving with huge amounts of scattered data or big data, which makes it difficult for researchers to trace the information flow. It is a...
Security of Cloud-Based Medical Internet of Things (MIoTs): A Survey
Security of Cloud-Based Medical Internet of Things (MIoTs): A Survey
Akshat Gaurav, Konstantinos Psannis, Dragan Peraković. © 2022. 16 pages.
In this digital era expectations for medical quality have increased. As the number of patients continues to increase, conventional health care methods are having to deal with new...
Machine Learning for Malware Analysis: Methods, Challenges, and Future Directions
Machine Learning for Malware Analysis: Methods, Challenges, and Future Directions
Krishna Yadav, Aarushi Sethi, Mavneet Kaur, Dragan Perakovic. © 2022. 18 pages.
Companies and organizations are collecting all sorts of data ranging from nominal feedback like customer reviews to highly classified data like medical records. With data being...
A Survey on Emerging Security Issues, Challenges, and Solutions for Internet of Things (IoTs)
A Survey on Emerging Security Issues, Challenges, and Solutions for Internet of Things (IoTs)
Anish Khan, Dragan Peraković. © 2022. 28 pages.
The internet of things is a cutting-edge technology that is vulnerable to all sorts of fictitious solutions. As a new phase of computing emerges in the digital world, it intends...
A Comparative Study of Privacy-Preserving Homomorphic Encryption Techniques in Cloud Computing
A Comparative Study of Privacy-Preserving Homomorphic Encryption Techniques in Cloud Computing
Bineet Joshi, Bansidhar Joshi, Anupama Mishra, Varsha Arya, Avadhesh Kumar Gupta, Dragan Peraković. © 2022. 11 pages.
In cloud computing, a third party hosts a client's data, which raises privacy and security concerns. To maintain privacy, data should be encrypted by cryptographic...
A Novel CNN, Bidirectional Long-Short Term Memory, and Gated Recurrent Unit-Based Hybrid Approach for Human Activity Recognition
A Novel CNN, Bidirectional Long-Short Term Memory, and Gated Recurrent Unit-Based Hybrid Approach for Human Activity Recognition
Narina Thakur, Sunil K. Singh, Akash Gupta, Kunal Jain, Rachna Jain, Dragan Peraković, Nadia Nedjah, Marjan Kuchaki Rafsanjani. © 2022. 19 pages.
Human activity recognition (HAR) is a crucial and challenging classification task for a range of applications from surveillance to assistance. Existing sensor-based HAR systems...
Traffic Accident Prevention in Low Visibility Conditions Using VANETs Cloud Environment
Traffic Accident Prevention in Low Visibility Conditions Using VANETs Cloud Environment
Kwok Tai Chui, Tanveer Singh Kochhar, Amit Chhabra, Sunil K. Singh, Deepinder Singh, Dragan Peraković, Ammar Almomani, Varsha Arya. © 2022. 21 pages.
Road accidents have become a major concern for safety today. The increase in the number of vehicles has significantly increased the real-time road traffic, leading to many fatal...