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09/05/2023
Towards Understanding of Deepfake Videos in the Wild
Deepfakes have become a growing concern in recent years, prompting resea...
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06/15/2023
Detecting Misuses of Security APIs: A Systematic Review
Security Application Programming Interfaces (APIs) play a vital role in ...
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05/30/2023
DualVAE: Controlling Colours of Generated and Real Images
Colour controlled image generation and manipulation are of interest to a...
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03/26/2023
Deepfake in the Metaverse: Security Implications for Virtual Gaming, Meetings, and Offices
The metaverse has gained significant attention from various industries d...
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02/25/2023
Why Do Deepfake Detectors Fail?
Recent rapid advancements in deepfake technology have allowed the creati...
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11/24/2022
Tracking Dataset IP Use in Deep Neural Networks
Training highly performant deep neural networks (DNNs) typically require...
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08/15/2022
Deception for Cyber Defence: Challenges and Opportunities
Deception is rapidly growing as an important tool for cyber defence, com...
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03/21/2022
Integrity Fingerprinting of DNN with Double Black-box Design and Verification
Cloud-enabled Machine Learning as a Service (MLaaS) has shown enormous p...
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02/22/2022
Graph Lifelong Learning: A Survey
Graph learning substantially contributes to solving artificial intellige...
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11/24/2021
SchemaDB: Structures in Relational Datasets
In this paper we introduce the SchemaDB data-set; a collection of relati...
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11/21/2021
Modelling Direct Messaging Networks with Multiple Recipients for Cyber Deception
Cyber deception is emerging as a promising approach to defending network...
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06/11/2021
A comprehensive solution to retrieval-based chatbot construction
In this paper we present the results of our experiments in training and ...
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05/10/2021
Robust Training Using Natural Transformation
Previous robustness approaches for deep learning models such as data aug...
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05/03/2021