Day: November 24, 2022

Motif-aware temporal GCN for fraud detection in signed cryptocurrency trust networks. (arXiv:2211.13123v1 [cs.LG])

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• Security World News

Motif-aware temporal GCN for fraud detection in signed cryptocurrency trust networks. (arXiv:2211.13123v1 [cs.LG])

admin November 24, 2022

Graph convolutional networks (GCNs) is a class of artificial neural networks for processing data that can be...

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Query Efficient Cross-Dataset Transferable Black-Box Attack on Action Recognition. (arXiv:2211.13171v1 [cs.CV])

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• Security World News

Query Efficient Cross-Dataset Transferable Black-Box Attack on Action Recognition. (arXiv:2211.13171v1 [cs.CV])

admin November 24, 2022

Black-box adversarial attacks present a realistic threat to action recognition systems. Existing black-box attacks follow either a...

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Privacy-Preserving Application-to-Application Authentication Using Dynamic Runtime Behaviors. (arXiv:2211.13195v1 [cs.CR])

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• Security World News

Privacy-Preserving Application-to-Application Authentication Using Dynamic Runtime Behaviors. (arXiv:2211.13195v1 [cs.CR])

admin November 24, 2022

Application authentication is typically performed using some form of secret credentials such as cryptographic keys, passwords, or...

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LEAP: TrustZone Based Developer-Friendly TEE for Intelligent Mobile Apps. (arXiv:2102.02465v3 [cs.CR] UPDATED)

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• Security World News

LEAP: TrustZone Based Developer-Friendly TEE for Intelligent Mobile Apps. (arXiv:2102.02465v3 [cs.CR] UPDATED)

admin November 24, 2022

ARM TrustZone is widely deployed on commercial-off-the-shelf mobile devices for secure execution. However, many Apps cannot enjoy...

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Feature Analysis for Machine Learning-based IoT Intrusion Detection. (arXiv:2108.12732v2 [cs.CR] UPDATED)

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• Security World News

Feature Analysis for Machine Learning-based IoT Intrusion Detection. (arXiv:2108.12732v2 [cs.CR] UPDATED)

admin November 24, 2022

Internet of Things (IoT) networks have become an increasingly attractive target of cyberattacks. Powerful Machine Learning (ML)...

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Improving Differentially Private SGD via Randomly Sparsified Gradients. (arXiv:2112.00845v2 [cs.LG] UPDATED)

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• Security World News

Improving Differentially Private SGD via Randomly Sparsified Gradients. (arXiv:2112.00845v2 [cs.LG] UPDATED)

admin November 24, 2022

Differentially private stochastic gradient descent (DP-SGD) has been widely adopted in deep learning to provide rigorously defined...

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Advanced Drone Swarm Security by Using Blockchain Governance Game. (arXiv:2112.15454v3 [eess.SY] UPDATED)

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• Security World News

Advanced Drone Swarm Security by Using Blockchain Governance Game. (arXiv:2112.15454v3 [eess.SY] UPDATED)

admin November 24, 2022

This research contributes to the security design of an advanced smart drone swarm network based on a...

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Membership Inference Attacks via Adversarial Examples. (arXiv:2207.13572v2 [cs.LG] UPDATED)

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• Security World News

Membership Inference Attacks via Adversarial Examples. (arXiv:2207.13572v2 [cs.LG] UPDATED)

admin November 24, 2022

The raise of machine learning and deep learning led to significant improvement in several domains. This change...

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Dropout is NOT All You Need to Prevent Gradient Leakage. (arXiv:2208.06163v2 [cs.LG] UPDATED)

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• Security World News

Dropout is NOT All You Need to Prevent Gradient Leakage. (arXiv:2208.06163v2 [cs.LG] UPDATED)

admin November 24, 2022

Gradient inversion attacks on federated learning systems reconstruct client training data from exchanged gradient information. To defend...

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Oh SSH-it, what’s my fingerprint? A Large-Scale Analysis of SSH Host Key Fingerprint Verification Records in the DNS. (arXiv:2208.08846v2 [cs.CR] UPDATED)

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• Security World News

Oh SSH-it, what’s my fingerprint? A Large-Scale Analysis of SSH Host Key Fingerprint Verification Records in the DNS. (arXiv:2208.08846v2 [cs.CR] UPDATED)

admin November 24, 2022

The SSH protocol is commonly used to access remote systems on the Internet, as it provides an...

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