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ORCIDPanos Kostakos 0001
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- affiliation: University of Oulu, Center for Ubiquitous Computing, Finland
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2020 – today
- 2024
[j11]Saeid Sheikhi
, Panos Kostakos:
Safeguarding cyberspace: Enhancing malicious website detection with PSO optimized XGBoost and firefly-based feature selection. Comput. Secur. 142: 103885 (2024)- [j10]Hassan Mehmood, Ahmed Khalid, Panos Kostakos, Ekaterina Gilman, Susanna Pirttikangas:
A novel Edge architecture and solution for detecting concept drift in smart environments. Future Gener. Comput. Syst. 150: 127-143 (2024) - [j9]Mikko Korkiakoski, Paula Alavesa, Panos Kostakos:
Preference in Voice Commands and Gesture Controls With Hands-Free Augmented Reality With Novel Users. IEEE Pervasive Comput. 23(1): 18-26 (2024) - [j8]Ekaterina Gilman, Francesca Bugiotti, Ahmed Khalid, Hassan Mehmood, Panos Kostakos, Lauri Tuovinen, Johanna Ylipulli, Xiang Su, Denzil Ferreira:
Addressing Data Challenges to Drive the Transformation of Smart Cities. ACM Trans. Intell. Syst. Technol. 15(5): 88:1-88:65 (2024) - [c25]Saeid Sheikhi, Panos Kostakos:
Advancing Security in 5G Core Networks Through Unsupervised Federated Time Series Modeling. CSR 2024: 353-356 - [i9]Prasasthy Balasubramanian, Sadaf Nazari, Danial Khosh Kholgh, Alireza Mahmoodi, Justin Seby, Panos Kostakos:
TSTEM: A Cognitive Platform for Collecting Cyber Threat Intelligence in the Wild. CoRR abs/2402.09973 (2024) - [i8]Tri Nguyen, Huong Nguyen, Ahmad Ijaz, Saeid Sheikhi, Athanasios V. Vasilakos, Panos Kostakos:
Large language models in 6G security: challenges and opportunities. CoRR abs/2403.12239 (2024) - [i7]Prasasthy Balasubramanian, Justin Seby, Panos Kostakos:
CYGENT: A cybersecurity conversational agent with log summarization powered by GPT-3. CoRR abs/2403.17160 (2024) - 2023
- [j7]Danial Khosh Kholgh, Panos Kostakos:
PAC-GPT: A Novel Approach to Generating Synthetic Network Traffic With GPT-3. IEEE Access 11: 114936-114951 (2023) - [j6]Alireza Bakhshi Zadi Mahmoodi, Saeid Sheikhi, Ella Peltonen, Panos Kostakos:
Autonomous Federated Learning for Distributed Intrusion Detection Systems in Public Networks. IEEE Access 11: 121325-121339 (2023) - [c24]Mikko Korkiakoski, Anssi Antila, Jouni Annamaa, Saeid Sheikhi, Paula Alavesa, Panos Kostakos:
Hack the Room: Exploring the potential of an augmented reality game for teaching cyber security. AHs 2023: 349-353 - [c23]Prasasthy Balasubramanian, Justin Seby, Panos Kostakos:
Transformer-based LLMs in Cybersecurity: An in-depth Study on Log Anomaly Detection and Conversational Defense Mechanisms. IEEE Big Data 2023: 3590-3599 - [c22]Saeid Sheikhi, Panos Kostakos:
Cyber threat hunting using unsupervised federated learning and adversary emulation. CSR 2023: 315-320 - [c21]Saeid Sheikhi, Panos Kostakos:
DDoS attack detection using unsupervised federated learning for 5G networks and beyond. EuCNC/6G Summit 2023: 442-447 - [c20]Khalil Chakal, Mikko Korkiakoski, Hassan Mehmood, Theodoros Anagnostopoulos, Paula Alavesa, Panos Kostakos:
Augmented Reality Integration for Real-Time Security and Maintenance in IoT-Enabled Smart Campuses. ICNP 2023: 1-6 - [c19]Dea Puspita Septiani, Panos Kostakos, Margarida Romero:
Analysis of Creative Engagement in AI Tools in Education Based on the #PPai6 Framework. "MIS4TEL (Workshops) 2023: 48-58 - [c18]Prasasthy Balasubramanian, Justin Seby, Panos Kostakos:
Semantic-Driven Focused Crawling Using LASER and FAISS: A Novel Approach for Threat Detection and Improved Information Retrieval. TrustCom 2023: 1598-1605 - [i6]Tarek Ali, Panos Kostakos:
HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs). CoRR abs/2309.16021 (2023) - [i5]Mehrdad Kaheh, Danial Khosh Kholgh, Panos Kostakos:
Cyber Sentinel: Exploring Conversational Agents in Streamlining Security Tasks with GPT-4. CoRR abs/2309.16422 (2023) - 2022
- [j5]Saeid Sheikhi, Panos Kostakos:
A Novel Anomaly-Based Intrusion Detection Model Using PSOGWO-Optimized BP Neural Network and GA-Based Feature Selection. Sensors 22(23): 9318 (2022) - [i4]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:
Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration. CoRR abs/2205.01423 (2022) - 2021
- [j4]Theodoros Anagnostopoulos, Panos Kostakos, Arkady B. Zaslavsky, Ioanna Kantzavelou, Nikos Tsotsolas, Ioannis Salmon, Jeremy Morley, Robert Harle:
Challenges and Solutions of Surveillance Systems in IoT-Enabled Smart Campus: A Survey. IEEE Access 9: 131926-131954 (2021) - [c17]Mikko Korkiakoski, Fatima Sadiq, Febrian Setianto, Ummi Khaira Latif, Paula Alavesa, Panos Kostakos:
Using smart glasses for monitoring cyber threat intelligence feeds. ASONAM 2021: 630-634 - [c16]Febrian Setianto, Erion Tsani, Fatima Sadiq, Georgios Domalis, Dimitris Tsakalidis, Panos Kostakos:
GPT-2C: a parser for honeypot logs using large pre-trained language models. ASONAM 2021: 649-653 - [i3]Febrian Setianto, Erion Tsani, Fatima Sadiq, Georgios Domalis, Dimitris Tsakalidis, Panos Kostakos:
GPT-2C: A GPT-2 parser for Cowrie honeypot logs. CoRR abs/2109.06595 (2021) - 2020
- [j3]Abhinay Pandya, Mourad Oussalah, Paola Monachesi, Panos Kostakos:
On the use of distributed semantics of tweet metadata for user age prediction. Future Gener. Comput. Syst. 102: 437-452 (2020) - [c15]Panos Kostakos:
Strings and Things: A Semantic Search Engine for news quotes using Named Entity Recognition. ASONAM 2020: 835-839 - [c14]Abhinay Pandya, Mourad Oussalah, Panos Kostakos, Ummul Fatima:
MaTED: Metadata-Assisted Twitter Event Detection System. IPMU (1) 2020: 402-414 - [i2]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:
White Paper on 6G Drivers and the UN SDGs. CoRR abs/2004.14695 (2020)
2010 – 2019
- 2019
- [j2]J. Tuovenen, Mourad Oussalah, Panos Kostakos:
MAuto: Automatic Mobile Game Testing Tool Using Image-Matching Based Approach. Comput. Games J. 8(3-4): 215-239 (2019) - [c13]Abhinay Pandya, Panos Kostakos, Hassan Mehmood, Marta Cortés, Ekaterina Gilman, Mourad Oussalah, Susanna Pirttikangas:
Privacy preserving sentiment analysis on multiple edge data streams with Apache NiFi. EISIC 2019: 130-133 - [c12]Panos Kostakos, Somkiadcharoen Robroo, Bofan Lin, Mourad Oussalah:
Crime Prediction Using Hotel Reviews? EISIC 2019: 134-137 - [c11]Hassan Mehmood, Ekaterina Gilman, Marta Cortés, Panos Kostakos, Andrew Byrne, Katerina Valta, Stavros Tekes, Jukka Riekki:
Implementing Big Data Lake for Heterogeneous Data Sources. ICDE Workshops 2019: 37-44 - [c10]Panos Kostakos, Paula Alavesa, Jonas Oppenlaender, Simo Hosio:
VR ethnography: a pilot study on the use of virtual reality 'go-along' interviews in Google street view. MUM 2019: 53:1-53:5 - 2018
- [c9]Jiyan Lu, Panos A. Kostakos, Mourad Oussalah, Susanna Pirttikangas:
SemanPhone: Combining Semantic and Phonetic Word Association in Verbal Learning Context. ASONAM 2018: 1047-1052 - [c8]Panos Kostakos, Markus Nykanen, Mikael Martinviita, Abhinay Pandya, Mourad Oussalah:
Meta-Terrorism: Identifying Linguistic Patterns in Public Discourse After an Attack. ASONAM 2018: 1079-1083 - [c7]Panos Kostakos, Lucie Sprachalova, Abhinay Pandya, Mohamed Aboeleinen, Mourad Oussalah:
Covert Online Ethnography and Machine Learning for Detecting Individuals at Risk of Being Drawn into Online Sex Work. ASONAM 2018: 1096-1099 - [c6]Panos Kostakos, Abhinay Pandya, Olga Kyriakouli, Mourad Oussalah:
Inferring Demographic Data of Marginalized Users in Twitter with Computer Vision APIs. EISIC 2018: 81-84 - [c5]Mourad Oussalah, F. Faroughian, Panos Kostakos:
On Detecting Online Radicalization Using Natural Language Processing. IDEAL (2) 2018: 21-27 - [c4]Abhinay Pandya, Mourad Oussalah, Paola Monachesi, Panos Kostakos, Lauri Lovén:
On the Use of URLs and Hashtags in Age Prediction of Twitter Users. IRI 2018: 62-69 - [c3]Panos Kostakos, Abhinay Pandya, Mourad Oussalah, Simo Hosio, Christoph F. Breidbach, Vassilis Kostakos, Niels van Berkel, Olga Kyriakouli, Arash Sattari:
Correlating Refugee Border Crossings with Internet Search Data. IRI 2018: 264-268 - 2017
- [c2]Panos Kostakos, Miika Moilanen, Arttu Niemelä, Mourad Oussalah:
Catchem: A Browser Plugin for the Panama Papers Using Approximate String Matching. EISIC 2017: 139-142 - [c1]Mourad Oussalah, Panos Kostakos:
On Web Based Sentence Similarity for Paraphrasing Detection. KDIR 2017: 289-292 - 2010
- [j1]Vassilis Kostakos, Panos A. Kostakos:
Inferring social networks from physical interactions: a feasibility study. Int. J. Pervasive Comput. Commun. 6(4): 423-431 (2010)
2000 – 2009
- 2008
- [i1]Vassilis Kostakos, Panos A. Kostakos:
Intelligence gathering by capturing the social processes within prisons. CoRR abs/0804.3064 (2008)
Coauthor Index
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