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Author

Vera Suryani

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Conference Jul 2026

Implementation of Percentile as Dynamic Threshold Entropy for ARP Spoofing Detection on Routers

The Address Resolution Protocol (ARP) plays a fundamental role in mapping IP addresses to MAC addresses within local area networks, yet it remains inherently vulnerable to spoofing attacks due to its lack of built-in authentication mechanisms. This weakness allows adversaries to intercept, manipulate, or redirect netwo...

Octlivatua Patricia Disiulina, Vera Suryani · 0 citations
Conference Jul 2026

Federated Learning with Differential Privacy for Fraud Detection: Evaluating Performance Under IID and Non-IID Data Distributions

Federated learning allows financial institutions to collaboratively identify fraud without distributing raw transaction data, while differential privacy safeguards individual records from inference attacks. Utilizing a lightweight four-layer neural network that was trained on a 10,000-sample subset of the PaySim mobile...

Gian Maxmillian Firdaus, M. Abdurohman, B. Erfianto et al. · 0 citations

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