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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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