Volodymyr Tkach

Volodymyr Tkach is an AI and cybersecurity expert specializing in anomaly detection and threat intelligence. He led the development of an advanced intrusion detection system for the National Bank of Ukraine and co-authored multiple scholarly publications. In his work on the NPAD (Non-Pattern-based Anomaly Detection) approach, he has studied the possibilities of anomaly detection assuming no information about the normal behavior of any system. His work bridges AI, cybersecurity, and financial security, driving innovation in both academia and industry. At MIT, Dr. Tkach will be affiliated with the CSAIL to work with Prof. Una-May O’Riley on adversarial AI and its implications for cybersecurity, while continuing his own research on anomaly detection.