"Balandin, Sergey" - Selaus tekijän mukaan Jyväskylän ammattikorkeakoulu

    • Analysis of approaches to Internet traffic generation for cyber security research and excercise 

      Kokkonen, Tero; Hämäläinen, Timo; Silokunnas, Marko; Siltanen, Jarmo; Zolotukhin, Mikhail; Neijonen, Mikko
      Lecture Notes in Computer Science (Springer, 2015)
      Because of the severe global security threat of malwares, vulnerabilities and attacks against networked systems cyber-security research, training and exercises are required for achieving cyber resilience of organizations. ...
    • Color-optimized one-pixel attack against digital pathology images 

      Korpihalkola, Joni; Sipola, Tuomo; Kokkonen, Tero (Fruct oy, 2021)
      Modern artificial intelligence based medical imaging tools are vulnerable to model fooling attacks. Automated medical imaging methods are used for supporting the decision making by classifying samples as regular or as ...
    • Compression methods for microclimate data based on linear approximation of sensor data 

      Väänänen, Olli; Hämäläinen, Timo (Springer, 2019)
      Edge computing is currently one of the main research topics in the field of Internet of Things. Edge computing requires lightweight and computationally simple algorithms for sensor data analytics. Sensing edge devices are ...
    • Network anomaly detection based on WaveNet 

      Kokkonen, Tero; Puuska, Samir; Alatalo, Janne; Heilimo, Eppu; Mäkelä, Antti (Springer, 2019)
      Increasing amount of attacks and intrusions against networked systems and data networks requires sensor capability. Data in modern networks, including the Internet, is often encrypted, making classical traffic analysis ...