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10/23/2021
Diving Into Blockchain's Weaknesses: An Empirical Study of Blockchain System Vulnerabilities
Blockchain is an emerging technology for its decentralization and the ca...
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04/01/2021
Towards Evaluating and Training Verifiably Robust Neural Networks
Recent works have shown that interval bound propagation (IBP) can be use...
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08/31/2019
Your Smart Home Can't Keep a Secret: Towards Automated Fingerprinting of IoT Traffic with Neural Networks
The IoT (Internet of Things) technology has been widely adopted in recen...
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08/02/2019
Demon in the Variant: Statistical Analysis of DNNs for Robust Backdoor Contamination Detection
A security threat to deep neural networks (DNN) is backdoor contaminatio...
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03/13/2018
Invisible Mask: Practical Attacks on Face Recognition with Infrared
Accurate face recognition techniques make a series of critical applicati...
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02/13/2018
Query-Free Attacks on Industry-Grade Face Recognition Systems under Resource Constraints
To attack a deep neural network (DNN) based Face Recognition (FR) system...
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01/06/2018
Face Flashing: a Secure Liveness Detection Protocol based on Light Reflections
Face authentication systems are becoming increasingly prevalent, especia...
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01/05/2018