Improving Network Intrusion Detection Classifiers by Non-payload-Based Exploit-Independent Obfuscations: An Adversarial Approach

Authors: Ivan Homoliak, Martin Teknos, Martín Ochoa, Dominik Breitenbacher, Saeid Hosseini, Petr Hanacek | Published: 2018-05-07 | Updated: 2018-12-12
2018.05.07 2025.04.03
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PRADA: Protecting against DNN Model Stealing Attacks

Authors: Mika Juuti, Sebastian Szyller, Samuel Marchal, N. Asokan | Published: 2018-05-07 | Updated: 2019-03-31
2018.05.07 2025.04.03
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Automatic Classification of Object Code Using Machine Learning

Authors: John Clemens | Published: 2018-05-06
2018.05.06 2025.04.03
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Classification of Epileptic EEG Signals by Wavelet based CFC

Authors: Amirmasoud Ahmadi, Mahsa Behroozi, Vahid Shalchyan, Mohammad Reza Daliri | Published: 2018-05-04
2018.05.04 2025.04.03
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RF-PUF: Enhancing IoT Security through Authentication of Wireless Nodes using In-situ Machine Learning

Authors: Baibhab Chatterjee, Debayan Das, Shovan Maity, Shreyas Sen | Published: 2018-05-03 | Updated: 2018-06-19
2018.05.03 2025.04.03
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What we learn from learning – Understanding capabilities and limitations of machine learning in botnet attacks

Authors: David Santana, Shan Suthaharan, Somya Mohanty | Published: 2018-05-03
2018.05.03 2025.04.03
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How Robust are Deep Neural Networks?

Authors: Biswa Sengupta, Karl J. Friston | Published: 2018-04-30
2018.04.30 2025.04.03
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t-DCF: a Detection Cost Function for the Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification

Authors: Tomi Kinnunen, Kong Aik Lee, Hector Delgado, Nicholas Evans, Massimiliano Todisco, Md Sahidullah, Junichi Yamagishi, Douglas A. Reynolds | Published: 2018-04-25 | Updated: 2019-04-11
2018.04.25 2025.04.03
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Query-Efficient Black-Box Attack Against Sequence-Based Malware Classifiers

Authors: Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach | Published: 2018-04-23 | Updated: 2020-10-03
2018.04.23 2025.04.03
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Black-box Adversarial Attacks with Limited Queries and Information

Authors: Andrew Ilyas, Logan Engstrom, Anish Athalye, Jessy Lin | Published: 2018-04-23 | Updated: 2018-07-11
2018.04.23 2025.04.03
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