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Filtering DDoS Attacks from Unlabeled Network Traffic Data Using Online Deep Learning


Dec 12, 2020
Wesley Joon-Wie Tann, Jackie Tan Jin Wei, Joanna Purba, Ee-Chien Chang


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SHADOWCAST: Controlling Network Properties to Explain Graph Generation


Jun 06, 2020
Wesley Joon-Wie Tann, Ee-Chien Chang, Bryan Hooi


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Defending Model Inversion and Membership Inference Attacks via Prediction Purification


May 08, 2020
Ziqi Yang, Bin Shao, Bohan Xuan, Ee-Chien Chang, Fan Zhang


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Detection and Recovery of Adversarial Attacks with Injected Attractors


Mar 05, 2020
Jiyi Zhang, Ee-Chien Chang, Hwee Kuan Lee


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Effectiveness of Distillation Attack and Countermeasure on Neural Network Watermarking


Jun 14, 2019
Ziqi Yang, Hung Dang, Ee-Chien Chang


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Enhancing Transformation-based Defenses using a Distribution Classifier


Jun 01, 2019
Connie Kou, Hwee Kuan Lee, Teck Khim Ng, Ee-Chien Chang


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Adversarial Neural Network Inversion via Auxiliary Knowledge Alignment


Feb 22, 2019
Ziqi Yang, Ee-Chien Chang, Zhenkai Liang


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Flipped-Adversarial AutoEncoders


Apr 04, 2018
Jiyi Zhang, Hung Dang, Hwee Kuan Lee, Ee-Chien Chang


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Securing Interactive Sessions Using Mobile Device through Visual Channel and Visual Inspection


Jul 08, 2010
Chengfang Fang, Ee-Chien Chang

* 16 pages, 10 figures 

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