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05/15/2023
Enhancing Cyber-Resilience in Self-Healing Cyber-Physical Systems with Implicit Guarantees
Self-Healing Cyber-Physical Systems (SH-CPS) effectively recover from sy...
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04/15/2023
Few-shot Weakly-supervised Cybersecurity Anomaly Detection
With increased reliance on Internet based technologies, cyberattacks com...
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04/07/2023
Deepfake Detection with Deep Learning: Convolutional Neural Networks versus Transformers
The rapid evolvement of deepfake creation technologies is seriously thre...
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04/07/2023
Feature Mining for Encrypted Malicious Traffic Detection with Deep Learning and Other Machine Learning Algorithms
The popularity of encryption mechanisms poses a great challenge to malic...
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12/02/2022
A Hybrid Deep Learning Anomaly Detection Framework for Intrusion Detection
Cyber intrusion attacks that compromise the users' critical and sensitiv...
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11/18/2022
IEEE Big Data Cup 2022: Privacy Preserving Matching of Encrypted Images with Deep Learning
Smart sensors, devices and systems deployed in smart cities have brought...
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11/18/2022
Data Privacy in Multi-Cloud: An Enhanced Data Fragmentation Framework
Data splitting preserves privacy by partitioning data into various fragm...
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11/18/2022
Intrusion Detection in Internet of Things using Convolutional Neural Networks
Internet of Things (IoT) has become a popular paradigm to fulfil needs o...
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11/18/2022
Clustering based opcode graph generation for malware variant detection
Malwares are the key means leveraged by threat actors in the cyber space...
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11/17/2022
Towards Effective Cybercrime Intervention
Cybercrimes are on the rise, in part due to technological advancements, ...
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07/02/2022
PhilaeX: Explaining the Failure and Success of AI Models in Malware Detection
The explanation to an AI model's prediction used to support decision mak...
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03/17/2022
Machine Learning for Encrypted Malicious Traffic Detection: Approaches, Datasets and Comparative Study
As people's demand for personal privacy and data security becomes a prio...
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11/06/2021
"How Does It Detect A Malicious App?" Explaining the Predictions of AI-based Android Malware Detector
AI methods have been proven to yield impressive performance on Android m...
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04/08/2021
Three Decades of Deception Techniques in Active Cyber Defense – Retrospect and Outlook
Deception techniques have been widely seen as a game changer in cyber de...
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04/27/2019