Delay Performance Measurements in Multimedia Switching. - Timo Hämäläinen 002 (EUROMICRO, 1999)

QoS aware adaptive pricing for network services. - Jyrki Joutsensalo; Timo Hämäläinen 002 (GLOBECOM, 2001)

Method for improving cache hit-rates in QoS-aware load balancing algorithm (QoS-LB). - Kimmo Kaario; Mika Wikström; Timo Hämäläinen 002 (GLOBECOM, 2001)

Tuning of QoS Aware Load Balancing Algorithm (QoS-LB) for Highly Loaded Server Clusters. - Kimmo Kaario; Timo Hämäläinen 002; Jian Zhang 072 (ICN (2), 2001)

Link allocation and revenue optimization for future networks. - Timo Hämäläinen 002; Jyrki Joutsensalo (GLOBECOM, 2002)

A New Mechanism for Supporting Differentiated Services in Cluster-Based Network Servers. - Jian Zhang 072; Timo Hämäläinen 002; Jyrki Joutsensalo (MASCOTS, 2002)

Performance Simulations of a QoS Aware Caching Method. - Pertti Raatikainen; Mika Wikström; Timo Hämäläinen 002 (NETWORKING, 2002)

Pricing model for 3G/4G networks. - Eero Wallenius; Timo Hämäläinen 002 (PIMRC, 2002)

Optimal link allocation and revenue maximization. - Jyrki Joutsensalo; Timo Hämäläinen 002 (J. Commun. Networks, 2002)

Adaptive weighted fair scheduling method for channel allocation. - Jyrki Joutsensalo; Timo Hämäläinen 002; Mikko Pääkkönen; Alexander Sayenko (ICC, 2003)

QoS- and revenue aware adaptive scheduling algorithm. - Timo Hämäläinen 002; Mikko Pääkkönen; Jyrki Joutsensalo; Alexander Sayenko; Mikko Ketola (ICECS, 2003)

Service management model for integrated 3/4G and wireless LANs. - Eero Wallenius; Timo Hämäläinen 002; Jyrki Joutsensalo; Hannu Koivisto (ICECS, 2003)

Enhancing Revenue Maximization with Adaptive WRR. - Jyrki Joutsensalo; Oleg Gomzikov; Timo Hämäläinen 002; Kari Luostarinen (ISCC, 2003)

A Lightpath Allocation Scheme for WDM Networks with QoS. - Kimmo Kaario; Pertti Raatikainen; Mikko Pääkkönen; Timo Hämäläinen 002 (ISCC, 2003)

An Adaptive Approach to WFQ with the Revenue Criterion. - Alexander Sayenko; Timo Hämäläinen 002; Jyrki Joutsensalo; Jarmo Siltanen (ISCC, 2003)

3G and WLAN Interworking QoS solution. - Eero Wallenius; Timo Hämäläinen 002; Timo Nihtilä; Jyrki Joutsensalo; Hannu Koivisto (MWCN, 2003)

Providing QoS with wireless adaptive scheduling in linear pricing scenario. - Timo Hämäläinen 002; Jyrki Joutsensalo; Alexander Sayenko; Mikko Pääkkönen (PIMRC, 2003)

Providing QoS at the integrated WLAN and 3G environments. - Timo Hämäläinen 002; Eero Wallenius; Timo Nihtilä; Kari Luostarinen; Jyrki Joutsensalo (PIMRC, 2003)

Mobility Support and Soft Handover Protocol for IP-Networks. - Jukka Mäkelä; Timo Hämäläinen 002; Gábor Fekete; Jorma Narikka; Anna-Maija Virkki (ICETE (3), 2004)

An Analysis of the Flow-Based Fast Handover Method for Mobile IPv6 Network. - Jani Puttonen; Ari Viinikainen; Miska Sulander; Timo Hämäläinen 002 (ICETE (3), 2004)

Packet Scheduling Algorithm with Weight Optimization. - Ari Viinikainen; Jyrki Joutsensalo; Mikko Pääkkönen; Timo Hämäläinen 002 (ICETE (2), 2004)

Providing QoS in 3G-WLAN Environment with RSVP and Diffserv. - Eero Wallenius; Timo Hämäläinen 002; Timo Nihtilä; Jyrki Joutsensalo (ICETE (3), 2004)

Packet Scheduling for Maximizing Revenue in a Network Node. - Jian Zhang 072; Timo Hämäläinen 002; Jyrki Joutsensalo (ICETE (2), 2004)

Multicast admission control in DiffServ networks. - Olli Alanen; Mikko Pääkkönen; Timo Hämäläinen 002; Mikko Ketola; Jyrki Joutsensalo (ICON, 2004)

Extension of the QoS policy information model to support adaptive queuing techniques. - Alexander Sayenko; Timo Hämäläinen 002; Jyrki Joutsensalo (ICON, 2004)

Adaptive scheduling using the revenue-based weighted round robin. - Alexander Sayenko; Timo Hämäläinen 002; Jyrki Joutsensalo; Pertti Raatikainen (ICON, 2004)

Stochastic analysis of upper delay bound of GPS-based packetized fair queueing algorithms. - Jian Zhang 072; Timo Hämäläinen 002; Jyrki Joutsensalo (ICON, 2004)

Revenue-Aware Resource Allocation in the Future Multi-Service IP Networks. - Jian Zhang 072; Timo Hämäläinen 002; Jyrki Joutsensalo (Net-Con, 2004)

Soft handover and routing mechanisms for mobile devices. - Jukka Mäkelä; Gábor Fekete; Jorma Narikka; Timo Hämäläinen 002; Anna-Maija Virkki (PIMRC, 2004)

QoS- and revenue aware adaptive scheduling algorithm. - Jyrki Joutsensalo; Timo Hämäläinen 002; Alexander Sayenko; Mikko Pääkkönen (J. Commun. Networks, 2004)

Packet scheduling with revenue optimization and weighted delay minimization. - Jyrki Joutsensalo; Ari Viinikainen; Lari Kannisto; Timo Hämäläinen 002 (GLOBECOM, 2005)

Bandwidth allocation, bit rate and pricing. - Jyrki Joutsensalo; Ari Viinikainen; Timo Hämäläinen 002; Jarmo Siltanen (ICC, 2005)

Using link layer information for improving vertical handovers. - Jani Puttonen; Gábor Fekete; Jukka Mäkelä; Timo Hämäläinen 002; Jorma Narikka (PIMRC, 2005)

Revenue-Based Adaptive Deficit Round Robin. - Alexander Sayenko; Timo Hämäläinen 002; Jyrki Joutsensalo; Pertti Raatikainen (QoS-IP, 2005)

Providing QOS in 3G-WLAN environment with RSVP and DIFFSERV. - Eero Wallenius; Timo Hämäläinen 002; Timo Nihtilä; Jyrki Joutsensalo (e-Business and Telecommunication Networks, 2006)

Network and System Performance Management for Next Generation Networks. - Olli Alanen; Timo Hämäläinen 002; Eero Wallenius (AINA (1), 2006)

Security Analysis of Flow-based Fast Handover Method for Mobile IPv6 Networks. - Tewolde Ghebregziabher; Jani Puttonen; Timo Hämäläinen 002; Ari Viinikainen (AINA (2), 2006)

Bandwidth allocation and pricing in multimode network. - Jyrki Joutsensalo; Ari Viinikainen; Mika Wikström; Timo Hämäläinen 002 (AINA (1), 2006)

Adaptive Algorithm for Revenue Maximization in WFQ Scheduler. - Lari Kannisto; Ari Viinikainen; Jyrki Joutsensalo; Timo Hämäläinen 002 (AINA (1), 2006)

Multicast access control concept for xDSL-customers. - Olli Karppinen; Olli Alanen; Timo Hämäläinen 002 (CCNC, 2006)

Ensuring the QoS requirements in 802.16 scheduling. - Alexander Sayenko; Olli Alanen; Juha Karhula; Timo Hämäläinen 002 (MSWiM, 2006)

Analysis and Simulation of the Signaling Protocols for the DiffServ Framework. - Alexander Sayenko; Olli Alanen; Olli Karppinen; Timo Hämäläinen 002 (NEW2AN, 2006)

Comparison and analysis of the revenue-based adaptive queuing models. - Alexander Sayenko; Timo Hämäläinen 002; Jyrki Joutsensalo; Lari Kannisto (Comput. Networks, 2006)

Flow-based fast handover for mobile IPv6 environment - implementation and analysis. - Ari Viinikainen; Jani Puttonen; Miska Sulander; Timo Hämäläinen 002; Timo Ylönen; Henri Suutarinen (Comput. Commun., 2006)

Simulation Study on 3G and WLAN Inter-Working. - Eero Wallenius; Timo Hämäläinen 002; Timo Nihtilä; Jani Puttonen; Jyrki Joutsensalo (IEICE Trans. Commun., 2006)

On Contention Resolution Parameters for the IEEE 802.16 Base Station. - Alexander Sayenko; Olli Alanen; Timo Hämäläinen 002 (GLOBECOM, 2007)

Performance Evaluation of the IEEE 802.16 ARQ Mechanism. - Vitaliy Tykhomyrov; Alexander Sayenko; Henrik Martikainen; Olli Alanen; Timo Hämäläinen 002 (NEW2AN, 2007)

Adaptive contention resolution parameters for the IEEE 802.16 networks. - Alexander Sayenko; Olli Alanen; Timo Hämäläinen 002 (QSHINE, 2007)

Adaptive Contention Resolution for VoIP Services in the IEEE 802.16 Networks. - Alexander Sayenko; Olli Alanen; Timo Hämäläinen 002 (WOWMOM, 2007)

ARQ Aware Scheduling for the IEEE 802.16 Base Station. - Alexander Sayenko; Olli Alanen; Timo Hämäläinen 002 (ICC, 2008)

XML Based 3G/LTE Network and Service Management Concept. - Eero Wallenius; Timo Hämäläinen 002; Kari Halttunen (ICN, 2008)

On ARQ feedback intensity of the IEEE 802.16 ARQ mechanism. - Vitaliy Tykhomyrov; Alexander Sayenko; Henrik Martikainen; Olli Alanen; Timo Hämäläinen 002 (ICT, 2008)

Gradient scheduling algorithm for fair delay guarantee in logarithmic pricing scenario. - Pete Räsänen; Simo Lintunen; Riku Kuismanen; Jyrki Joutsensalo; Timo Hämäläinen 002 (SimuTools, 2008)

Scheduling solution for the IEEE 802.16 base station. - Alexander Sayenko; Olli Alanen; Timo Hämäläinen 002 (Comput. Networks, 2008)

Multiple Interface Management of Multihomed Mobile Hosts in Heterogeneous Wireless Environments. - Jani Puttonen; Gábor Fekete; Tapio Väärämäki; Timo Hämäläinen 002 (ICN, 2009)

State of Host-Centric Multihoming in IP Networks. - Gábor Fekete; Timo Hämäläinen 002 (NTMS, 2009)

WINSE: WiMAX NS-2 extension. - Alexander Sayenko; Olli Alanen; Henrik Martikainen; Vitaliy Tykhomyrov; Alexander Puchko; Timo Hämäläinen 002 (SimuTools, 2009)

Registration performance comparison between IP Multimedia Subsystem and Session Initiation Protocol networks. - Jari Kellokoski; Erno Tukia; Eero Wallenius; Timo Hämäläinen 002; Jyri Naarmala (ICUMT, 2010)

Efficient WH-OFTDM signals processing. - Dmitry Petrov; Timo Hämäläinen 002 (ICUMT, 2010)

User-centric approach to always-best-connected networks. - Jari Kellokoski; Timo Hämäläinen 002 (ICUMT, 2011)

Optimal Relays Deployment for 802.16j Networks. - Mikhail Zolotukhin; Vesa P. Hytönen; Timo Hämäläinen 002; Andrey Garnaev (MONAMI, 2011)

Better Performance of Mobile Devices in Time Frequency Dispersive Channels Using Well-Localized Bases. - Dmitry Petrov; Timo Hämäläinen 002 (NEW2AN, 2011)

Blind source separation for OFDM with filtering colored noise out. - M. G. Samantha Sriyananda; Jyrki Joutsensalo; Timo Hämäläinen 002 (Swe-CTW, 2011)

WINSE: WiMAX NS-2 extension. - Alexander Sayenko; Olli Alanen; Henrik Martikainen; Vitaliy Tykhomyrov; Aleksandr Puchko; Vesa P. Hytönen; Timo Hämäläinen 002 (Simul., 2011)

Efficient Handovers for Machine-to-Machine Communications between IEEE 802.11 and 3GPP Evolved Packed Core Networks. - Jari Kellokoski; Joonas Koskinen; Riku Nyrhinen; Timo Hämäläinen 002 (GreenCom, 2012)

Online anomaly detection by using N-gram model and growing hierarchical self-organizing maps. - Mikhail Zolotukhin; Timo Hämäläinen 002; Antti Juvonen (IWCMC, 2012)

VoiP performance analysis in IEEE802.16 networks. - Kari Luostarinen; Jarmo Siltanen; Timo Hämäläinen 002; Markus Perkkiö (MOBIWAC, 2012)

Power Consumption Analysis of the Always-Best-Connected User Equipment. - Jari Kellokoski; Joonas Koskinen; Timo Hämäläinen 002 (NTMS, 2012)

Real-Life Performance Analysis of Always-Best-Connected Network. - Jari Kellokoski; Joonas Koskinen; Timo Hämäläinen 002 (NTMS, 2012)

Performance of OFDM with Blind Interference Suppression Schemes. - M. G. Samantha Sriyananda; Jyrki Joutsensalo; Timo Hämäläinen 002 (NTMS, 2012)

A Relay Deployment Mechanism for One Scenario of Cost-Effective Coverage Extension in IEEE 802.16j Networks. - Mikhail Zolotukhin; Timo Hämäläinen 002; Andrey Garnaev (NTMS, 2012)

Context and location aware always-best-connected concept for heterogeneous network. - Jari Kellokoski; Joonas Koskinen; Timo Hämäläinen 002 (Wireless Days, 2012)

Growing Hierarchical Self-organizing Maps and Statistical Distribution Models for Online Detection of Web Attacks. - Mikhail Zolotukhin; Timo Hämäläinen 002; Antti Juvonen (WEBIST (Selected Papers), 2012)

Growing Hierarchical Self-organising Maps for Online Anomaly Detection by using Network Logs. - Mikhail Zolotukhin; Timo Hämäläinen 002; Antti Juvonen (WEBIST, 2012)

Computationally efficient modulation of well-localised signals for OFDM. - Dmitry Petrov; Pavel Gonchukov; Timo Hämäläinen 002 (WiMob, 2012)

Signal detection for spread spectrum communication systems with gradient algorithm. - M. G. Samantha Sriyananda; Jyrki Joutsensalo; Timo Hämäläinen 002 (WiMob, 2012)

Blind source separation for OFDM with filtering colored noise and jamming signal. - M. G. Shahzad Sriyananda; Jyrki Joutsensalo; Timo Hämäläinen 002 (J. Commun. Networks, 2012)

Interference Cancellation Schemes for Spread Spectrum Systems with Blind Principles. - M. G. Shahzad Sriyananda; Jyrki Joutsensalo; Timo Hämäläinen 002 (AINA, 2013)

Support vector machine integrated with game-theoretic approach and genetic algorithm for the detection and classification of malware. - Mikhail Zolotukhin; Timo Hämäläinen 002 (GLOBECOM Workshops, 2013)

Information-theoretic approach to variable selection in predictive models applied to paper machine data. - Elena Ivannikova; Timo Hämäläinen 002; Kari Luostarinen (ISCC, 2013)

A real time unsupervised NIDS for detecting unknown and encrypted network attacks in high speed network. - Payam Vahdani Amoli; Timo Hämäläinen 002 (M&N, 2013)

Proxy Mobile IPv6-Based Seamless Handover. - Jari Kellokoski; Joonas Koskinen; Tuomas Rusanen; Pasi Kalliolahti; Timo Hämäläinen 002 (NEW2AN, 2013)

Detection of Anomalous HTTP Requests Based on Advanced N-gram Model and Clustering Techniques. - Mikhail Zolotukhin; Timo Hämäläinen 002 (NEW2AN, 2013)

An uncertain optimal control model with Hurwicz criterion. - Linxue Sheng; Yuanguo Zhu; Timo Hämäläinen 002 (Appl. Math. Comput., 2013)

Blind Principles Based Interference and Noise Reduction Schemes for OFDM. - M. G. Shahzad Sriyananda; Jyrki Joutsensalo; Timo Hämäläinen 002 (Wirel. Pers. Commun., 2013)

Detection of zero-day malware based on the analysis of opcode sequences. - Mikhail Zolotukhin; Timo Hämäläinen 002 (CCNC, 2014)

Analysis of HTTP Requests for Anomaly Detection of Web Attacks. - Mikhail Zolotukhin; Timo Hämäläinen 002; Tero Kokkonen; Jarmo Siltanen (DASC, 2014)

Variable group selection based on regression trees: Paper machine case study. - Elena Ivannikova; Timo Hämäläinen 002; Kari Luostarinen (EAIS, 2014)

Wind Turbine Sensor Data Analysis and Production Forecast. - Visa Vaara; Marko Pitkanen; Timo Hämäläinen 002 (EMS, 2014)

On optimal relay placement for improved performance in non-coverage limited scenarios. - Mikhail Zolotukhin; Alexander Sayenko; Timo Hämäläinen 002 (MSWiM, 2014)

An Efficient Network Log Anomaly Detection System Using Random Projection Dimensionality Reduction. - Antti Juvonen; Timo Hämäläinen 002 (NTMS, 2014)

Always Best Connected Heterogeneous Network Concept. - Jari Kellokoski; Joonas Koskinen; Timo Hämäläinen 002 (Wirel. Pers. Commun., 2014)

Energy efficient resource allocation in heterogeneous software defined network: A reverse combinatorial auction approach. - Di Zhang 004; Zheng Chang 001; Mikhail Zolotukhin; Timo Hämäläinen 002 (ICCC, 2015)

On the system level performance of cellular FBMC-based wideband PMR network. - Dmitry Petrov; Budiarto Herman; Timo Hämäläinen 002; Sergei Melnik (ISWCS, 2015)

Analysis of Approaches to Internet Traffic Generation for Cyber Security Research and Exercise. - Tero Kokkonen; Timo Hämäläinen 002; Marko Silokunnas; Jarmo Siltanen; Mikhail Zolotukhin; Mikko Neijonen (NEW2AN, 2015)

Data Mining Approach for Detection of DDoS Attacks Utilizing SSL/TLS Protocol. - Mikhail Zolotukhin; Timo Hämäläinen 002; Tero Kokkonen; Antti Niemelä; Jarmo Siltanen (NEW2AN, 2015)

Online detection of anomalous network flows with soft clustering. - Mikhail Zolotukhin; Timo Hämäläinen 002; Tero Kokkonen; Jarmo Siltanen (NTMS, 2015)

Performance comparison of retransmission mechanisms for multi-hop relay networks. - Alexander Sayenko; Timo Hämäläinen 002 (WiMob, 2015)

Online anomaly detection using dimensionality reduction techniques for HTTP log analysis. - Antti Juvonen; Tuomo Sipola; Timo Hämäläinen 002 (Comput. Networks, 2015)

Machine learning classification model for Network based Intrusion Detection System. - Sanjay Kumar; Ari Viinikainen; Timo Hämäläinen 002 (ICITST, 2016)

Model for sharing the information of cyber security situation awareness between organizations. - Tero Kokkonen; Jari Hautamäki; Jarmo Siltanen; Timo Hämäläinen 002 (ICT, 2016)

Increasing web service availability by detecting application-layer DDoS attacks in encrypted traffic. - Mikhail Zolotukhin; Timo Hämäläinen 002; Tero Kokkonen; Jarmo Siltanen (ICT, 2016)

Distributed GNSS-based Time Synchronization and applications. - Dmitry Petrov; Sergei Melnik; Timo Hämäläinen 002 (ICUMT, 2016)

On adaptive access and relay link resource allocation for in-band deployments. - Alexander Sayenko; Mikhail Zolotukhin; Timo Hämäläinen 002 (ISWCS, 2016)

Probabilistic group dependence approach for discovering overlapping clusters. - Elena Ivannikova; Anna V. Kononova; Timo Hämäläinen 002 (MLSP, 2016)

Survey: Intrusion Detection Systems in Encrypted Traffic. - Tiina Kovanen; Gil David; Timo Hämäläinen 002 (NEW2AN, 2016)

Weighted Fuzzy Clustering for Online Detection of Application DDoS Attacks in Encrypted Network Traffic. - Mikhail Zolotukhin; Tero Kokkonen; Timo Hämäläinen 002; Jarmo Siltanen (NEW2AN, 2016)

On optimal placement of low power nodes for improved performance in heterogeneous networks. - Alexander Sayenko; Mikhail Zolotukhin; Timo Hämäläinen 002 (NOMS, 2016)

A double auction mechanism for virtual resource allocation in SDN-based cellular network. - Di Zhang 004; Zheng Chang 001; Fei Richard Yu; Xianfu Chen; Timo Hämäläinen 002 (PIMRC, 2016)

Reverse Combinatorial Auction Based Resource Allocation in Heterogeneous Software Defined Network with Infrastructure Sharing. - Di Zhang 004; Zheng Chang 001; Timo Hämäläinen 002 (VTC Spring, 2016)

Blind source separation based interference suppression schemes for OFDM and DS-CDMA. - M. G. Samantha Sriyananda; Jyrki Joutsensalo; Timo Hämäläinen 002 (Telecommun. Syst., 2016)

A Novel Model for Cybersecurity Economics and Analysis. - Paresh Rathod; Timo Hämäläinen 002 (CIT, 2017)

Security Assessment of a Distributed, Modbus-Based Building Automation System. - Tuomas Tenkanen; Timo Hämäläinen 002 (CIT, 2017)

Simulation and performance analysis of frame structures for multi-hop relay systems. - Alexander Sayenko; Mikhail Zolotukhin; Timo Hämäläinen 002 (CSCN, 2017)

Cybersecurity Safeguards for the Automotive Emergency Response Vehicles. - Pasi Kämppi; Paresh Rathod; Timo Hämäläinen 002 (KMIS, 2017)

Evaluation of ensemble machine learning methods in mobile threat detection. - Sanjay Kumar; Ari Viinikainen; Timo Hämäläinen 002 (ICITST, 2017)

Multi-hop relays for high frequency next generation wireless systems. - Alexander Sayenko; Mikhail Zolotukhin; Timo Hämäläinen 002 (ICT, 2017)

Anomaly detection approach to keystroke dynamics based user authentication. - Elena Ivannikova; Gil David; Timo Hämäläinen 002 (ISCC, 2017)

Performance Evaluation of OpenFlow Enabled Commodity and Raspberry pi Wireless Routers. - Muhammad Zeeshan Asghar; M. Ahsan Habib; Timo Hämäläinen 002 (NEW2AN, 2017)

DNS Tunneling Detection Techniques - Classification, and Theoretical Comparison in Case of a Real APT Campaign. - Viivi Nuojua; Gil David; Timo Hämäläinen 002 (NEW2AN, 2017)

On Detection of Network-Based Co-residence Verification Attacks in SDN-Driven Clouds. - Mikhail Zolotukhin; Elena Ivannikova; Timo Hämäläinen 002 (NEW2AN, 2017)

Probabilistic Transition-Based Approach for Detecting Application-Layer DDoS Attacks in Encrypted Software-Defined Networks. - Elena Ivannikova; Mikhail Zolotukhin; Timo Hämäläinen 002 (NSS, 2017)

Towards proactive context-aware self-healing for 5G networks. - Muhammad Zeeshan Asghar; Paavo Nieminen; Seppo Hämäläinen; Tapani Ristaniemi; Muhammad Ali Imran 001; Timo Hämäläinen 002 (Comput. Networks, 2017)

Double Auction Based Multi-Flow Transmission in Software-Defined and Virtualized Wireless Networks. - Di Zhang 004; Zheng Chang 001; Timo Hämäläinen 002; Fei Richard Yu (IEEE Trans. Wirel. Commun., 2017)

Operator Revenue Analysis for Device-to-Device Communications Overlaying Cellular Network. - Furqan Jameel; Sanjay Kumar; Zheng Chang 001; Timo Hämäläinen 002; Tapani Ristaniemi (CSCN, 2018)

A Novel Method for Detecting APT Attacks by Using OODA Loop and Black Swan Theory. - Tero Bodström; Timo Hämäläinen 002 (CSoNet, 2018)

MLSPD - Machine Learning Based Spam and Phishing Detection. - Sanjay Kumar; Azfar Faizan; Ari Viinikainen; Timo Hämäläinen 002 (CSoNet, 2018)

A Network-Based Framework for Mobile Threat Detection. - Sanjay Kumar; Ari Viinikainen; Timo Hämäläinen 002 (ICDIS, 2018)

A contract-based resource allocation mechanism in wireless virtualized network. - Di Zhang 004; Zheng Chang 001; Timo Hämäläinen 002; Weinan Gao (INFOCOM Workshops, 2018)

State of the Art Literature Review on Network Anomaly Detection with Deep Learning. - Tero Bodström; Timo Hämäläinen 002 (NEW2AN, 2018)

State of the Art Literature Review on Network Anomaly Detection. - Tero Bodström; Timo Hämäläinen 002 (NEW2AN, 2018)

Requirements for Energy Efficient Edge Computing: A Survey. - Olli Väänänen; Timo Hämäläinen 002 (NEW2AN, 2018)

On Artificial Intelligent Malware Tolerant Networking for IoT. - Mikhail Zolotukhin; Timo Hämäläinen 002 (NFV-SDN, 2018)

On optimal deployment of low power nodes for high frequency next generation wireless systems. - Mikhail Zolotukhin; Alexander Sayenko; Timo Hämäläinen 002 (Comput. Networks, 2018)

Revealing community structures by ensemble clustering using group diffusion. - Elena Ivannikova; Hyunwoo Park; Timo Hämäläinen 002; Kichun Lee 001 (Inf. Fusion, 2018)

Deep in the Dark: A Novel Threat Detection System using Darknet Traffic. - Sanjay Kumar; Harald P. E. Vranken; Joost van Dijk; Timo Hämäläinen 002 (IEEE BigData, 2019)

Network Anomaly Detection in Wireless Sensor Networks: A Review. - Rony Franca Leppänen; Timo Hämäläinen 002 (NEW2AN, 2019)

Compression Methods for Microclimate Data Based on Linear Approximation of Sensor Data. - Olli Väänänen; Timo Hämäläinen 002 (NEW2AN, 2019)

Predictive pumping based on sensor data and weather forecast. - Olli Väänänen; Jari Hautamäki; Timo Hämäläinen 002 (SAS, 2019)

Towards usable automated detection of CPU architecture and endianness for arbitrary binary files and object code sequences. - Sami Kairajärvi; Andrei Costin; Timo Hämäläinen 002 (CoRR, 2019)

Linear Approximation Based Compression Algorithms Efficiency to Compress Environmental Data Sets. - Olli Väänänen; Mikhail Zolotukhin; Timo Hämäläinen 002 (AINA Workshops, 2020)

ISAdetect: Usable Automated Detection of CPU Architecture and Endianness for Executable Binary Files and Object Code. - Sami Kairajärvi; Andrei Costin; Timo Hämäläinen 002 (CODASPY, 2020)

Reinforcement Learning for Attack Mitigation in SDN-enabled Networks. - Mikhail Zolotukhin; Sanjay Kumar; Timo Hämäläinen 002 (NetSoft, 2020)

Sensor Data Stream on-line Compression with Linearity-based Methods. - Olli Väänänen; Timo Hämäläinen 002 (SMARTCOMP, 2020)

Factors affecting Nigerian teacher educators' technology integration: Considering characteristics, knowledge constructs, ICT practices and beliefs. - Eloho Ifinedo; Jenni Rikala; Timo Hämäläinen 002 (Comput. Educ., 2020)

Towards large-scale, automated, accurate detection of CCTV camera objects using computer vision. Applications and implications for privacy, safety, and cybersecurity. (Preprint). - Hannu Turtiainen; Andrei Costin; Timo Hämäläinen 002; Tuomo Lahtinen (CoRR, 2020)

Incentive Mechanism for Resource Allocation in Wireless Virtualized Networks with Multiple Infrastructure Providers. - Zheng Chang 001; Di Zhang 004; Timo Hämäläinen 002; Zhu Han 001; Tapani Ristaniemi (IEEE Trans. Mob. Comput., 2020)

Joint User Association and Dynamic Beam Operation for High Latitude Muti-beam LEO Satellites. - Ruiji Duan; Chengchao Liang; Di Zhang 004; Timo Hämäläinen 002; Qianbin Chen (APCC, 2021)

Alpha Band Dysconnectivity Networks in Major Depression during Resting State. - Wenya Liu; Xiulin Wang; Fengyu Cong; Timo Hämäläinen 002 (EUSIPCO, 2021)

A model of Cyber Threat Information Sharing with the Novel Network Topology. - Jari Hautamäki; Timo Hämäläinen 002 (IAIT, 2021)

Energy Efficient Optimization for Solar-Powered UAV Communications System. - Xu Song; Zheng Chang 001; Xijuan Guo; Peiliang Wu; Timo Hämäläinen 002 (ICC Workshops, 2021)

Resource Allocation for Multi-Access Edge Computing with Fronthaul and Backhaul Constraints. - Jun Chen; Xijuan Guo; Zheng Chang 001; Timo Hämäläinen 002 (ISWCS, 2021)

LoRa-Based Sensor Node Energy Consumption with Data Compression. - Olli Väänänen; Timo Hämäläinen 002 (MetroInd4.0&IoT, 2021)

Intelligent IDS Chaining for Network Attack Mitigation in SDN. - Mikhail Zolotukhin; Pyry Kotilainen; Timo Hämäläinen 002 (MSN, 2021)

Curious SDN for network attack mitigation. - Mikhail Zolotukhin; Timo Hämäläinen 002; Riku Immonen (QRS Companion, 2021)

Multi-Antenna Covert Communication With Jamming in the Presence of a Mobile Warden. - Xinying Chen; Zheng Chang 001; Nan Zhao 001; Yunfei Chen 001; F. Richard Yu; Timo Hämäläinen 002 (VTC Spring, 2021)

A Statistical Model of Spine Shape and Material for Population-Oriented Biomechanical Simulation. - Xiaobang Sun; Hongkai Wang; Weiying Wang; Nannan Li 002; Timo Hämäläinen 002; Tapani Ristaniemi; Changjian Liu (IEEE Access, 2021)

OSRM-CCTV: Open-source CCTV-aware routing and navigation system for privacy, anonymity and safety (Preprint). - Lauri Sintonen; Hannu Turtiainen; Andrei Costin; Timo Hämäläinen 002; Tuomo Lahtinen (CoRR, 2021)

Resource Allocation and Computation Offloading for Multi-Access Edge Computing With Fronthaul and Backhaul Constraints. - Jun Chen; Zheng Chang 001; Xijuan Guo; Renchuan Li; Zhu Han 001; Timo Hämäläinen 002 (IEEE Trans. Veh. Technol., 2021)

Age of Information in a SWIPT and URLLC enabled Wireless Communications System. - Chathuranga M. Wijerathna Basnayaka; Dushantha Nalin K. Jayakody; Tharindu D. Ponnimbaduge Perera; Timo T. Hämäläinen; Mário Marques da Silva (ANTS, 2022)

OSRM-CCTV: CCTV-Aware Routing and Navigation System for Privacy and Safety. - Lauri Sintonen; Hannu Turtiainen; Andrei Costin; Timo Hämäläinen 002; Tuomo Lahtinen (BMSD, 2022)

CCTV-Exposure: System for Measuring User's Privacy Exposure to CCTV Cameras. - Hannu Turtiainen; Andrei Costin; Timo Hämäläinen 002 (BMSD, 2022)

Black-box Adversarial Examples against Intelligent Beamforming in 5G Networks. - Mikhail Zolotukhin; Parsa Miraghaei; Di Zhang 004; Timo Hämäläinen 002; Wang Ke; Marja Dunderfelt (CSCN, 2022)

Energy-Efficient Secure Data Collection and Transmission via UAV. - Xinying Chen; Zheng Chang 001; Nan Zhao 001; Timo Hämäläinen 002; Xianbin Wang 001 (GLOBECOM, 2022)

Communication-Efficient Federated Learning in Channel Constrained Internet of Things. - Tao Hu; Xinran Zhang; Zheng Chang 001; Fengye Hu; Timo Hämäläinen 002 (GLOBECOM, 2022)

CCTVCV: Computer Vision model/dataset supporting CCTV forensics and privacy applications. - Hannu Turtiainen; Andrei Costin; Timo Hämäläinen 002; Tuomo Lahtinen; Lauri Sintonen (TrustCom, 2022)

CCTV-FullyAware: toward end-to-end feasible privacy-enhancing and CCTV forensics applications. - Hannu Turtiainen; Andrei Costin; Timo Hämäläinen 002; Tuomo Lahtinen; Lauri Sintonen (TrustCom, 2022)

Joint Subcarrier and Phase Shifts Optimization for RIS-aided Localization-Communication System. - Mingan Luan; Bo Wang 028; Zheng Chang 001; Timo Hämäläinen 002; Zhuang Ling; Fengye Hu (VTC Spring, 2022)

AoI-Aware Spectrum and Power Allocation for High-Speed Railway Networks. - Difei Jia; Fengye Hu; Zhuang Ling; Zhi Mao; Zheng Chang 001; Timo Hämäläinen 002 (WCSP, 2022)

Modelling Medical Devices with Honeypots: A Conceptual Framework. - Jouni Ihanus; Tero Kokkonen; Timo Hämäläinen 002 (WorldCIST (1), 2022)

A Survey on Technologies Which Make Bitcoin Greener or More Justified. - Henri Tapani Heinonen; Alexander Semenov; Jari Veijalainen; Timo Hämäläinen 002 (IEEE Access, 2022)

On Apache Log4j2 Exploitation in Aeronautical, Maritime, and Aerospace Communication. - Artturi Juvonen; Andrei Costin; Hannu Turtiainen; Timo Hämäläinen 002 (IEEE Access, 2022)

Cybersecurity Attacks on Software Logic and Error Handling Within AIS Implementations: A Systematic Testing of Resilience. - Syed Khandker; Hannu Turtiainen; Andrei Costin; Timo Hämäläinen 002 (IEEE Access, 2022)

On the (In)Security of 1090ES and UAT978 Mobile Cockpit Information Systems-An Attacker Perspective on the Availability of ADS-B Safety- and Mission-Critical Systems. - Syed Khandker; Hannu Turtiainen; Andrei Costin; Timo Hämäläinen 002 (IEEE Access, 2022)

GDL90fuzz: Fuzzing - GDL-90 Data Interface Specification Within Aviation Software and Avionics Devices-A Cybersecurity Pentesting Perspective. - Hannu Turtiainen; Andrei Costin; Syed Khandker; Timo Hämäläinen 002 (IEEE Access, 2022)

On Assessing Vulnerabilities of the 5G Networks to Adversarial Examples. - Mikhail Zolotukhin; Parsa Miraghaei; Di Zhang 004; Timo Hämäläinen 002 (IEEE Access, 2022)

CCTV-Exposure: An open-source system for measuring user's privacy exposure to mapped CCTV cameras based on geo-location (Extended Version). - Hannu Turtiainen; Andrei Costin; Timo Hämäläinen 002 (CoRR, 2022)

Cross-Subject Emotion Recognition Using Fused Entropy Features of EEG. - Xin Zuo; Chi Zhang 002; Timo Hämäläinen 002; Hanbing Gao; Yu Fu; Fengyu Cong (Entropy, 2022)

Cybersecurity Attacks on Software Logic and Error Handling Within ADS-B Implementations: Systematic Testing of Resilience and Countermeasures. - Syed Khandker; Hannu Turtiainen; Andrei Costin; Timo Hämäläinen 002 (IEEE Trans. Aerosp. Electron. Syst., 2022)

An Efficient and Privacy-Preserving Blockchain-Based Authentication Scheme for Low Earth Orbit Satellite-Assisted Internet of Things. - Biying Wang; Zheng Chang 001; Shancang Li; Timo Hämäläinen 002 (IEEE Trans. Aerosp. Electron. Syst., 2022)

Exploring Oscillatory Dysconnectivity Networks in Major Depression During Resting State Using Coupled Tensor Decomposition. - Wenya Liu; Xiulin Wang; Timo Hämäläinen 002; Fengyu Cong (IEEE Trans. Biomed. Eng., 2022)

Driver Distraction Detection Using Bidirectional Long Short-Term Network Based on Multiscale Entropy of EEG. - Xin Zuo; Chi Zhang 002; Fengyu Cong; Jian Zhao 029; Timo Hämäläinen 002 (IEEE Trans. Intell. Transp. Syst., 2022)

Differential Privacy: An Umbrella Review. - Minna Kilpala; Tommi Kärkkäinen; Timo Hämäläinen 002 (Artificial Intelligence and Cybersecurity, 2023)

Defensive Machine Learning Methods and the Cyber Defence Chain. - Hannu Turtiainen; Andrei Costin; Timo Hämäläinen 002 (Artificial Intelligence and Cybersecurity, 2023)

Offensive Machine Learning Methods and the Cyber Kill Chain. - Hannu Turtiainen; Andrei Costin; Alex Polyakov; Timo Hämäläinen 002 (Artificial Intelligence and Cybersecurity, 2023)

Linearity-based Sensor Data Online Compression Methods for Environmental Applications. - Olli Väänänen; Timo Hämäläinen 002 (CIoT, 2023)

Predicting pathological complete response based on weakly and semi-supervised joint learning from breast cancer MRI. - Xinyu Hao; Hongming Xu 002; Nannan Zhao; Tao Yu; Timo Hämäläinen 002; Fengyu Cong (EMBC, 2023)

Joint Optimization of Sensing and Communication for Digital Twin Edge Networks. - Yi Chen; Zheng Chang 001; Timo Hämäläinen 002; Geyong Min (GLOBECOM, 2023)

Optimizing Waveform Power Allocation in Cognitive DFRC Systems: An Individual User AoI Preference-Based Approach. - Zhuofei Li; Fengye Hu; Qihao Li; Zheng Chang 001; Timo Hämäläinen 002 (GLOBECOM, 2023)

Driver Distraction Detection Based on EEG Feature Fusion Using Random Forest. - Xin Zuo; Chi Zhang 002; Jian Zhao 029; Timo Hämäläinen 002; Fengyu Cong (ICBSP, 2023)

IRS-Based Secure UAV-Assisted Transmission with Location and Phase Shifting Optimization. - Xinying Chen; Zheng Chang 001; Nan Zhao 001; Timo Hämäläinen 002 (ICC Workshops, 2023)

Computation Offloading and Resource Allocation for Digital Twin-empowered Mobile Edge Computing. - Wenxin Wu; Zheng Chang 001; Zhuangzhuang Cui; Tero Bodström; Timo Hämäläinen 002 (ISWCS, 2023)

Cybersecurity of COSPAS-SARSAT and EPIRB: threat and attacker models, exploits, future research. - Andrei Costin; Hannu Turtiainen; Syed Khandkher; Timo Hämäläinen 002 (SpaceSec, 2023)

Towards a Unified Cybersecurity Testing Lab for Satellite, Aerospace, Avionics, Maritime, Drone (SAAMD) technologies and communications. - Andrei Costin; Hannu Turtiainen; Syed Khandkher; Timo Hämäläinen 002 (SpaceSec, 2023)

On Enhancing Reliability in B5G NTNs with Packet Duplication via Multi-Connectivity. - Mikko Majamaa; Henrik Martikainen; Jani Puttonen; Timo Hämäläinen 002 (WiSEE, 2023)

Satellite-Assisted Multi-Connectivity in Beyond 5G. - Mikko Majamaa; Henrik Martikainen; Jani Puttonen; Timo Hämäläinen 002 (WoWMoM, 2023)

Towards a Unified Cybersecurity Testing Lab for Satellite, Aerospace, Avionics, Maritime, Drone (SAAMD) technologies and communications. - Andrei Costin; Hannu Turtiainen; Syed Khandker; Timo Hämäläinen 002 (CoRR, 2023)

Cybersecurity of COSPAS-SARSAT and EPIRB: threat and attacker models, exploits, future research. - Andrei Costin; Syed Khandker; Hannu Turtiainen; Timo Hämäläinen 002 (CoRR, 2023)

On Attacking Future 5G Networks with Adversarial Examples: Survey. - Mikhail Zolotukhin; Di Zhang 004; Timo Hämäläinen 002; Parsa Miraghaei (Network, 2023)

Energy Efficient Resource Allocation for Wireless Powered UAV Wireless Communication System With Short Packet. - Jin Xie; Zheng Chang 001; Xijuan Guo; Timo Hämäläinen 002 (IEEE Trans. Green Commun. Netw., 2023)

UAV-Aided Secure Short-Packet Data Collection and Transmission. - Xinying Chen; Nan Zhao 001; Zheng Chang 001; Timo Hämäläinen 002; Xianbin Wang 001 (IEEE Trans. Commun., 2023)

Robust Beamforming Design for RIS-Aided Integrated Sensing and Communication System. - Mingan Luan; Bo Wang 028; Zheng Chang 001; Timo Hämäläinen 002; Fengye Hu (IEEE Trans. Intell. Transp. Syst., 2023)

Ensemble deep clustering analysis for time window determination of event-related potentials. - Reza Mahini; Fan Li; Mahdi Zarei; Asoke K. Nandi; Timo Hämäläinen 002; Fengyu Cong (Biomed. Signal Process. Control., 2023)

Joint Optimization of Sensing and Computation for Status Update in Mobile Edge Computing Systems. - Yi Chen; Zheng Chang 001; Geyong Min; Shiwen Mao; Timo Hämäläinen 002 (IEEE Trans. Wirel. Commun., 2023)

Channel Stacking: A Rapid Classification Method for Parkinson's Disease Based on EEG Data. - Mingliang Zhang; Timo Hämäläinen 002; Fengyu Cong; Hang Liu (EMBC, 2024)

Can 3GPP New Radio Non-Terrestrial Networks Meet the IMT-2020 Requirements for Satellite Radio Interface Technology? - Mikko Majamaa; Lauri Sormunen; Verneri Rönty; Henrik Martikainen; Jani Puttonen; Timo Hämäläinen 002 (GLOBECOM, 2024)

Privacy-Preserved Incentive Mechanism for Split Learning in Edge Computing System. - Lu Yu; Zheng Chang 001; Timo Hämäläinen 002; Geyong Min (GLOBECOM, 2024)

Generative Diffusion Model-Based Deep Reinforcement Learning for Uplink Rate-Splitting Multiple Access in LEO Satellite Networks. - Xingjie Wang; Kan Wang; Di Zhang 004; Junhuai Li; Momiao Zhou; Timo Hämäläinen 002 (ISCC, 2024)

Refining Cyber Situation Awareness with Honeypots in Case of a Ransomware Attack. - Jouni Ihanus; Tero Kokkonen; Timo Hämäläinen 002 (WorldCIST (1), 2024)

Predicting pathological complete response based on weakly and semi-supervised joint learning in breast cancer multi-parametric MRI. - Xinyu Hao; Hongming Xu 002; Nannan Zhao; Tao Yu; Timo Hämäläinen 002; Fengyu Cong (Biomed. Signal Process. Control., 2024)

Split Federated Learning Empowered Vehicular Edge Intelligence: Adaptive Parellel Design and Future Directions. - Xianke Qiang; Zheng Chang 001; Chaoxiong Ye; Timo Hämäläinen 002; Geyong Min (CoRR, 2024)

Importance-aware data selection and resource allocation for hierarchical federated edge learning. - Xianke Qiang; Yun Hu 001; Zheng Chang 001; Timo Hämäläinen 002 (Future Gener. Comput. Syst., 2024)

UAV-IRS Assisted Covert Communication: Introducing Uncertainty via Phase Shifting. - Xinying Chen; Zheng Chang 001; Mingqian Liu; Nan Zhao 001; Timo Hämäläinen 002; Dusit Niyato (IEEE Wirel. Commun. Lett., 2024)

AoI-Energy Tradeoff for Data Collection in UAV-Assisted Wireless Networks. - Xin Zhang 122; Zheng Chang 001; Timo Hämäläinen 002; Geyong Min (IEEE Trans. Commun., 2024)

Blockchain-Based Resource Trading in Multi-UAV Edge Computing System. - Runchen Xu; Zheng Chang 001; Xinran Zhang; Timo Hämäläinen 002 (IEEE Internet Things J., 2024)

Enhanced Physical Layer Security for Full-Duplex Symbiotic Radio With AN Generation and Forward Noise Suppression. - Chi Jin 004; Zheng Chang 001; Fengye Hu; Hsiao-Hwa Chen; Timo Hämäläinen 002 (IEEE Trans. Commun., 2024)

Reconfiguration of Cognitive Control Networks During a Long-Duration Flanker Task. - Jia Liu; Yongjie Zhu; Zheng Chang 001; Tiina Parviainen; Christian Antfolk; Timo Hämäläinen 002; Fengyu Cong (IEEE Trans. Cogn. Dev. Syst., 2024)

Energy-Efficient and Privacy-Preserved Incentive Mechanism for Mobile Edge Computing-Assisted Federated Learning in Healthcare System. - Jingyuan Liu; Zheng Chang 001; Kai Wang 014; Zhiwei Zhao; Timo Hämäläinen 002 (IEEE Trans. Netw. Serv. Manag., 2024)

Safe DQN-Based AoI-Minimal Task Offloading for UAV-Aided Edge Computing System. - Hui Zhao; Gengyuan Lu; Ying Liu 054; Zheng Chang 001; Li Wang 039; Timo Hämäläinen 002 (IEEE Internet Things J., 2024)

AoI-Aware Waveform Design for Cooperative Joint Radar-Communications Systems With Online Prediction of Radar Target Property. - Zhuofei Li; Fengye Hu; Qihao Li; Zhuang Ling; Zheng Chang 001; Timo Hämäläinen 002 (IEEE Trans. Commun., 2024)

Joint Active and Passive Beamforming for Vehicle Localization With Reconfigurable Intelligent Surfaces. - Zhiyuan Feng; Bo Wang 028; Zheng Chang 001; Timo Hämäläinen 002; Yanping Zhao; Fengye Hu (IEEE Trans. Intell. Transp. Syst., 2024)

Mobile Phone Use Driver Distraction Detection Based on MSaE of Multi-Modality Physiological Signals. - Xin Zuo; Chi Zhang 002; Fengyu Cong; Jian Zhao 029; Timo Hämäläinen 002 (IEEE Trans. Intell. Transp. Syst., 2024)

Enhancing Covert Secrecy Rate in a Zero-Forcing UAV Jammer-Assisted Covert Communication. - Xinying Chen; Zheng Chang 001; Timo Hämäläinen 002 (IEEE Wirel. Commun. Lett., 2024)

SpikingYOLOX: Improved YOLOX Object Detection with Fast Fourier Convolution and Spiking Neural Networks. - Wei Miao; Jiangrong Shen; Qi Xu; Timo Hämäläinen 002; Yi Xu 008; Fengyu Cong (AAAI, 2025)

Enhanced Physical Layer Security for Full-Duplex Facultative Symbiotic Radio: A Pattern Switching and Multi-Device Scheduling Strategy. - Chi Jin 004; Zheng Chang 001; Fengye Hu; Mingan Luan; Timo Hämäläinen 002 (WCNC, 2025)

Adaptive and Parallel Split Federated Learning in Vehicular Edge Computing. - Xianke Qiang; Zheng Chang 001; Yun Hu 001; Lei Liu 031; Timo Hämäläinen 002 (IEEE Internet Things J., 2025)

Game-Theoretic Power Allocation and Client Selection for Privacy-Preserving Federated Learning in IoMT. - Jingyuan Liu; Zheng Chang 001; Chaoxiong Ye; Shahid Mumtaz; Timo Hämäläinen 002 (IEEE Trans. Commun., 2025)

Split Federated Learning Empowered Vehicular Edge Intelligence: Concept, Adaptive Design, and Future Directions. - Xianke Qiang; Zheng Chang 001; Chaoxiong Ye; Timo Hämäläinen 002; Geyong Min (IEEE Wirel. Commun., 2025)