Performance Evaluation of a Combined Anomaly Detection Platform von Monshizadeh, Mehrnoosh, Khatri, Vikramajeet, Atli, Buse Gul, Kantola, Raimo, Yan, Zheng

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Anomaly-Based Intrusion Detection Using Extreme Learning Machine and Aggregation of Network Traffic Statistics in Probability Space von Atli, Buse Gul, Miche, Yoan, Kalliola, Aapo, Oliver, Ian, Holtmanns, Silke, Lendasse, Amaury

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Making targeted black-box evasion attacks effective and efficient von Juuti, Mika, Buse Gul Atli, Asokan, N

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An Intelligent Defense and Filtration Platform for Network Traffic von Monshizadeh, Mehrnoosh, Khatri, Vikramajeet, Atli, Buse, Kantola, Raimo

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On the Effectiveness of Dataset Watermarking in Adversarial Settings von Buse Gul Atli Tekgul, Asokan, N

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Online Feature Ranking for Intrusion Detection Systems von Atli, Buse Gul, Jung, Alexander

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WAFFLE: Watermarking in Federated Learning von Atli, Buse Gul, Xia, Yuxi, Marchal, Samuel, Asokan, N

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DAWN: Dynamic Adversarial Watermarking of Neural Networks von Szyller, Sebastian, Atli, Buse Gul, Marchal, Samuel, Asokan, N

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Human-guided data exploration using randomisation von Puolamäki, Kai, Oikarinen, Emilia, Atli, Buse, Henelius, Andreas

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Extraction of Complex DNN Models: Real Threat or Boogeyman? von Atli, Buse Gul, Szyller, Sebastian, Juuti, Mika, Marchal, Samuel, Asokan, N

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Human-guided data exploration using randomisation von Puolamäki, Kai, Oikarinen, Emilia, Buse Atli, Henelius, Andreas

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Online Feature Ranking for Intrusion Detection Systems von Buse Gul Atli, Jung, Alexander

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Learning Flow Characteristics Distributions with ELM for Distributed Denial of Service Detection and Mitigation von Kalliola, Aapo, Miche, Yoan, Oliver, Ian, Holtmanns, Silke, Atli, Buse, Lendasse, Amaury, Bjork, Kaj-Mikael, Akusok, Anton, Aura, Tuomas

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WAFFLE: Watermarking in Federated Learning von Buse Gul Atli, Xia, Yuxi, Marchal, Samuel, Asokan, N

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DAWN: Dynamic Adversarial Watermarking of Neural Networks von Szyller, Sebastian, Buse Gul Atli, Marchal, Samuel, Asokan, N

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Extraction of Complex DNN Models: Real Threat or Boogeyman? von Buse Gul Atli, Szyller, Sebastian, Juuti, Mika, Marchal, Samuel, Asokan, N

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