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Browsing by Author "Chrysoulas, Christos"
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Investigating Machine Learning Attacks on Financial Time Series Models
Gallagher, Michael; Pitropakis, Nikolaos; Chrysoulas, Christos; Papadopoulos, Pavlos; Mylonas, Alexios; Katsikas, Sokratis (2022-12-31)Machine learning and Artificial Intelligence (AI) already support human decision-making and complement professional roles, and are expected in the future to be sufficiently trusted to make autonomous decisions. To trust ... -
Launching Adversarial Attacks against Network Intrusion Detection Systems for IoT
Papadopoulos, Pavlos; Thornewill von Essen, Oliver; Pitropakis, Nikolaos; Chrysoulas, Christos; Mylonas, Alexios; Buchanan, William J. (2021-06)As the internet continues to be populated with new devices and emerging technologies, the attack surface grows exponentially. Technology is shifting towards a profit-driven Internet of Things market where security is an ...