Petar Djukic

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 18

Top Topics

Network Traffic

Intrusion Detection

Multilabel Classification

Machine Learning

Top Venues

Comput. Networks

Publications

Zhiyan Chen, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic
Machine learning-enabled hybrid intrusion detection system with host data transformation and an advanced two-stage classifier. Comput. Networks 250 (2024)
Jinxin Liu, Petar Djukic, Michel Kulhandjian, Burak Kantarci
Deep Dict: Deep Learning-based Lossy Time Series Compressor for IoT Data. CoRR (2024)
Ramy Mohamed, Marios Avgeris, Aris Leivadeas, Ioannis Lambadaris, John W. Chinneck, Todd Morris, Petar Djukic
Service function chain network planning through offline, online and infeasibility restoration techniques. Comput. Networks 242 (2024)
Zhiyan Chen, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic
Host-Based Network Intrusion Detection via Feature Flattening and Two-stage Collaborative Classifier. CoRR (2023)
Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Mehran Bagheri, Petar Djukic
Knowledge-Based Zero-Touch Security under Host and Network Flow Features Merger. ICC (2023)
Ramy Mohamed, Ioannis Lambadaris, Aris Leivadeas, John Chinneck, Todd Morris, Petar Djukic
Automatic Feasibility Restoration for 5G Cloud Gaming. ICC (2023)
Zhiyan Chen, Jinxin Liu, Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Petar Djukic
Machine Learning-Enabled IoT Security: Open Issues and Challenges Under Advanced Persistent Threats. ACM Comput. Surv. 55 (5) (2023)
Jinxin Liu, Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Mehran Bagheri, Petar Djukic
A New Realistic Benchmark for Advanced Persistent Threats in Network Traffic. IEEE Netw. Lett. 4 (3) (2022)
Jinxin Liu, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic
Collaborative Feature Maps of Networks and Hosts for AI-driven Intrusion Detection. GLOBECOM (2022)
Ramy Mohamed, Aris Leivadeas, Ioannis Lambadaris, Todd Morris, Petar Djukic
Online and Scalable Virtual Network Functions Chain Placement for Emerging 5G Networks. MeditCom (2022)
Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Mehran Bagheri, Petar Djukic
Prior Knowledge based Advanced Persistent Threats Detection for IoT in a Realistic Benchmark. CoRR (2022)
Zhiyan Chen, Jinxin Liu, Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Petar Djukic
Machine Learning-Enabled IoT Security: Open Issues and Challenges Under Advanced Persistent Threats. CoRR (2022)
Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Mehran Bagheri, Petar Djukic
Prior Knowledge based Advanced Persistent Threats Detection for IoT in a Realistic Benchmark. GLOBECOM (2022)
Petar Djukic
An Architecture for Autonomic Networks. FNWF (2022)
Jinxin Liu, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic
Collaborative Feature Maps of Networks and Hosts for AI-driven Intrusion Detection. CoRR (2022)
Zhiyan Chen, Murat Simsek, Burak Kantarci, Petar Djukic
All Predict Wisest Decides: A Novel Ensemble Method to Detect Intrusive Traffic in IoT Networks. GLOBECOM (2021)
Hussein Chouman, Petar Djukic, Christine Tremblay, Christian Desrosiers
Forecasting Lightpath QoT with Deep Neural Networks. OFC (2021)
Brigitte Jaumard, Huy Quang Duong, Romualdas Armolavicius, Todd Morris, Petar Djukic
Efficient Real-Time Scalable Make-Before-Break Network Re-Routing. JOCN 11 (3) (2019)
Xu Li, Petar Djukic, Ivan Stojmenovic, Zhi-Quan Luo
Software-defined carrier wireless networks [Guest Editorial]. IEEE Netw. 29 (4) (2015)
Xu Li, Petar Djukic, Hang Zhang
Zoning for hierarchical network optimization in software defined networks. NOMS (2014)
Mohamed Salem, Petar Djukic, Jianglei Ma, Mark Hawryluck
QoE-aware joint scheduling of buffered video on demand and best effort flows. PIMRC (2013)
Petar Djukic, Prasant Mohapatra
Soft-TDMAC: A Software-Based 802.11 Overlay TDMA MAC with Microsecond Synchronization. IEEE Trans. Mob. Comput. 11 (3) (2012)
Petar Djukic, Biswajit Nandy
On Threshold Selection for Principal Component Based Network Anomaly Detection. CNSR (2011)
Akram Bin Sediq, Petar Djukic, Halim Yanikomeroglu, Jietao Zhang
Optimized Nonuniform Constellation Rearrangement for Cooperative Relaying. IEEE Trans. Veh. Technol. 60 (5) (2011)
Alireza Sharifian, Petar Djukic, Halim Yanikomeroglu, Jietao Zhang
Mixed Time-Scale Generalized Fair Scheduling for Amplify-and-Forward Relay Networks. GLOBECOM (2010)
Alireza Sharifian, Petar Djukic, Halim Yanikomeroglu, Jietao Zhang
Generalized Proportionally Fair Scheduling for Multi-User Amplify-and-Forward Relay Networks. VTC Spring (2010)
Akram Bin Sediq, Petar Djukic, Halim Yanikomeroglu, Jietao Zhang
Generalized Constellation Rearrangement in Cooperative Relaying. VTC Spring (2010)
Alireza Sharifian, Petar Djukic, Halim Yanikomeroglu, Jietao Zhang
Max-Min Fair Resource Allocation for Multiuser Amplify-and-Forward Relay Networks. VTC Fall (2010)
Petar Djukic, Shahrokh Valaee
Delay aware link scheduling for multi-hop TDMA wireless networks. IEEE/ACM Trans. Netw. 17 (3) (2009)
Petar Djukic, Prasant Mohapatra
Soft-TDMAC: A Software TDMA-Based MAC over Commodity 802.11 Hardware. INFOCOM (2009)
Kurtis B. Kredo II, Petar Djukic, Prasant Mohapatra
STUMP: Exploiting Position Diversity in the Staggered TDMA Underwater MAC Protocol. INFOCOM (2009)
Petar Djukic, Shahrokh Valaee
Getting the most of WiFi mesh networks with 802.16 mesh emulation. Int. J. Parallel Emergent Distributed Syst. 23 (6) (2008)
Daniel Wu, Petar Djukic, Prasant Mohapatra
Determining 802.11 link quality with passive measurements. ISWCS (2008)
Petar Djukic, Shahrokh Valaee
Link Scheduling for Minimum Delay in Spatial Re-Use TDMA. INFOCOM (2007)
Petar Djukic, Shahrokh Valaee
Quality-of-Service Provisioning for Multi-service TDMA Mesh Networks. International Teletraffic Congress (2007)
Petar Djukic, Shahrokh Valaee
Distributed Link Scheduling for TDMA Mesh Networks. ICC (2007)
Petar Djukic, Shahrokh Valaee
Towards Guaranteed QoS in Mesh Networks: EmulatingWiMAX Mesh over WiFi Hardware. ICDCS Workshops (2007)
Petar Djukic, Shahrokh Valaee
Reliable Packet Transmissions in Multipath Routed Wireless Networks. IEEE Trans. Mob. Comput. 5 (5) (2006)
Petar Djukic, Shahrokh Valaee
Reliable and Energy Efficient Transport Layer for Sensor Networks. GLOBECOM (2006)
Petar Djukic, Shahrokh Valaee
Maximum network lifetime in fault tolerant sensor networks. GLOBECOM (2005)