Panos Kostakos

According to our database, Panos Kostakos authored at least 40 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A novel Edge architecture and solution for detecting concept drift in smart environments.

Hassan Mehmood, Ahmed Khalid, Panos Kostakos, Ekaterina Gilman, Susanna Pirttikangas

Future Gener. Comput. Syst., January, 2024

CYGENT: A cybersecurity conversational agent with log summarization powered by GPT-3.

Prasasthy Balasubramanian, Justin Seby, Panos Kostakos

CoRR, 2024

Large language models in 6G security: challenges and opportunities.

Tri Nguyen, Huong Nguyen, Ahmad Ijaz, Saeid Sheikhi, Athanasios V. Vasilakos, Panos Kostakos

CoRR, 2024

TSTEM: A Cognitive Platform for Collecting Cyber Threat Intelligence in the Wild.

Prasasthy Balasubramanian, Sadaf Nazari, Danial Khosh Kholgh, Alireza Mahmoodi, Justin Seby, Panos Kostakos

CoRR, 2024

2023

Cyber Sentinel: Exploring Conversational Agents in Streamlining Security Tasks with GPT-4.

Mehrdad Kaheh, Danial Khosh Kholgh, Panos Kostakos

CoRR, 2023

HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs).

Tarek Ali, Panos Kostakos

CoRR, 2023

Autonomous Federated Learning for Distributed Intrusion Detection Systems in Public Networks.

Alireza Bakhshi Zadi Mahmoodi, Saeid Sheikhi, Ella Peltonen, Panos Kostakos

IEEE Access, 2023

PAC-GPT: A Novel Approach to Generating Synthetic Network Traffic With GPT-3.

Danial Khosh Kholgh, Panos Kostakos

IEEE Access, 2023

Analysis of Creative Engagement in AI Tools in Education Based on the #PPai6 Framework.

Dea Puspita Septiani, Panos Kostakos, Margarida Romero

Proceedings of the Methodologies and Intelligent Systems for Technology Enhanced Learning, Workshops, 2023

Augmented Reality Integration for Real-Time Security and Maintenance in IoT-Enabled Smart Campuses.

Khalil Chakal, Mikko Korkiakoski, Hassan Mehmood, Theodoros Anagnostopoulos, Paula Alavesa, Panos Kostakos

Proceedings of the 31st IEEE International Conference on Network Protocols, 2023

DDoS attack detection using unsupervised federated learning for 5G networks and beyond.

Saeid Sheikhi, Panos Kostakos

Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

Cyber threat hunting using unsupervised federated learning and adversary emulation.

Saeid Sheikhi, Panos Kostakos

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2023

Transformer-based LLMs in Cybersecurity: An in-depth Study on Log Anomaly Detection and Conversational Defense Mechanisms.

Prasasthy Balasubramanian, Justin Seby, Panos Kostakos

Proceedings of the IEEE International Conference on Big Data, 2023

Hack the Room: Exploring the potential of an augmented reality game for teaching cyber security.

Mikko Korkiakoski, Anssi Antila, Jouni Annamaa, Saeid Sheikhi, Paula Alavesa, Panos Kostakos

Proceedings of the Augmented Humans International Conference 2023, 2023

2022

A Novel Anomaly-Based Intrusion Detection Model Using PSOGWO-Optimized BP Neural Network and GA-Based Feature Selection.

Saeid Sheikhi, Panos Kostakos

Sensors, 2022

Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration.

Henna Kokkonen, Lauri Lovén, Naser Hossein Motlagh, Juha Partala, Alfonso González-Gil, Ester Sola, Iñigo Angulo, Madhusanka Liyanage, Teemu Leppänen, Tri Nguyen, Panos Kostakos, Mehdi Bennis, Sasu Tarkoma, Schahram Dustdar, Susanna Pirttikangas, Jukka Riekki

CoRR, 2022

2021

GPT-2C: A GPT-2 parser for Cowrie honeypot logs.

Febrian Setianto, Erion Tsani, Fatima Sadiq, Georgios Domalis, Dimitris Tsakalidis, Panos Kostakos

CoRR, 2021

Challenges and Solutions of Surveillance Systems in IoT-Enabled Smart Campus: A Survey.

Theodoros Anagnostopoulos, Panos Kostakos, Arkady B. Zaslavsky, Ioanna Kantzavelou, Nikos Tsotsolas, Ioannis Salmon, Jeremy Morley, Robert Harle

IEEE Access, 2021

GPT-2C: a parser for honeypot logs using large pre-trained language models.

Febrian Setianto, Erion Tsani, Fatima Sadiq, Georgios Domalis, Dimitris Tsakalidis, Panos Kostakos

Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021

Using smart glasses for monitoring cyber threat intelligence feeds.

Mikko Korkiakoski, Fatima Sadiq, Febrian Setianto, Ummi Khaira Latif, Paula Alavesa, Panos Kostakos

Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021

2020

On the use of distributed semantics of tweet metadata for user age prediction.

Abhinay Pandya, Mourad Oussalah, Paola Monachesi, Panos Kostakos

Future Gener. Comput. Syst., 2020

White Paper on 6G Drivers and the UN SDGs.

Marja Matinmikko-Blue, Sirpa Aalto, Muhammad Imran Asghar, Hendrik Berndt, Yan Chen, Sudhir Dixit, Risto Jurva, Pasi Karppinen, Markku Kekkonen, Marianne Kinnula, Panagiotis Kostakos, Johanna Lindberg, Edward Mutafungwa, Kirsi Ojutkangas, Elina Rossi, Seppo Yrjölä, Anssi Öörni, Petri Ahokangas, Muhammad Zeeshan Asghar, Fan Chen, Netta Iivari, Marcos Katz, Atte Kinnula, Josef Noll, Harri Oinas-Kukkonen, Ian J. Oppermann, Ella Peltonen, Hanna Saarela, Harri Saarnisaari, Anna Suorsa, Gustav Wikström, Volker Ziegler

CoRR, 2020

MaTED: Metadata-Assisted Twitter Event Detection System.

Abhinay Pandya, Mourad Oussalah, Panos Kostakos, Ummul Fatima

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Strings and Things: A Semantic Search Engine for news quotes using Named Entity Recognition.

Panos Kostakos

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

2019

MAuto: Automatic Mobile Game Testing Tool Using Image-Matching Based Approach.

J. Tuovenen, Mourad Oussalah, Panos Kostakos

Comput. Games J., 2019

VR ethnography: a pilot study on the use of virtual reality 'go-along' interviews in Google street view.

Panos Kostakos, Paula Alavesa, Jonas Oppenlaender, Simo Hosio

Proceedings of the 18th International Conference on Mobile and Ubiquitous Multimedia, 2019

Implementing Big Data Lake for Heterogeneous Data Sources.

Hassan Mehmood, Ekaterina Gilman, Marta Cortés, Panos Kostakos, Andrew Byrne, Katerina Valta, Stavros Tekes, Jukka Riekki

Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019

Privacy preserving sentiment analysis on multiple edge data streams with Apache NiFi.

Abhinay Pandya, Panos Kostakos, Hassan Mehmood, Marta Cortés, Ekaterina Gilman, Mourad Oussalah, Susanna Pirttikangas

Proceedings of the European Intelligence and Security Informatics Conference, 2019

Crime Prediction Using Hotel Reviews?

Panos Kostakos, Somkiadcharoen Robroo, Bofan Lin, Mourad Oussalah

Proceedings of the European Intelligence and Security Informatics Conference, 2019

2018

On the Use of URLs and Hashtags in Age Prediction of Twitter Users.

Abhinay Pandya, Mourad Oussalah, Paola Monachesi, Panos Kostakos, Lauri Lovén

Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

Correlating Refugee Border Crossings with Internet Search Data.

Panos Kostakos, Abhinay Pandya, Mourad Oussalah, Simo Hosio, Christoph F. Breidbach, Vassilis Kostakos, Niels van Berkel, Olga Kyriakouli, Arash Sattari

Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

On Detecting Online Radicalization Using Natural Language Processing.

Mourad Oussalah, F. Faroughian, Panos Kostakos

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Inferring Demographic Data of Marginalized Users in Twitter with Computer Vision APIs.

Panos Kostakos, Abhinay Pandya, Olga Kyriakouli, Mourad Oussalah

Proceedings of the European Intelligence and Security Informatics Conference, 2018

SemanPhone: Combining Semantic and Phonetic Word Association in Verbal Learning Context.

Jiyan Lu, Panos A. Kostakos, Mourad Oussalah, Susanna Pirttikangas

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Covert Online Ethnography and Machine Learning for Detecting Individuals at Risk of Being Drawn into Online Sex Work.

Panos Kostakos, Lucie Sprachalova, Abhinay Pandya, Mohamed Aboeleinen, Mourad Oussalah

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Meta-Terrorism: Identifying Linguistic Patterns in Public Discourse After an Attack.

Panos Kostakos, Markus Nykanen, Mikael Martinviita, Abhinay Pandya, Mourad Oussalah

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017

On Web Based Sentence Similarity for Paraphrasing Detection.

Mourad Oussalah, Panos Kostakos

Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017

Catchem: A Browser Plugin for the Panama Papers Using Approximate String Matching.

Panos Kostakos, Miika Moilanen, Arttu Niemelä, Mourad Oussalah

Proceedings of the European Intelligence and Security Informatics Conference, 2017

2010

Inferring social networks from physical interactions: a feasibility study.

Vassilis Kostakos, Panos A. Kostakos

Int. J. Pervasive Comput. Commun., 2010

2008

Intelligence gathering by capturing the social processes within prisons

Vassilis Kostakos, Panos A. Kostakos

CoRR, 2008