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Home/Authors/Firas Ben Hmida

Firas Ben Hmida

1 indexed paper

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Publications per year

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26

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Crypto×1

Frequent co-authors

Philemon Hailemariam1×
Kashif Ali Khan1×
Birhanu Eshete1×

Research Timeline

2026
NeuroTrace: Inference Provenance-Based Detection of Adversarial Examples

NeuroTrace introduces a novel framework using Inference Provenance Graphs (IPGs) to analyze the information flow during deep neural network inference, demonstrating that this provenance provides a robust and transferable signal for detecting adversarial examples.

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Papers

cs.CRRecentApr 15, 2026

NeuroTrace: Inference Provenance-Based Detection of Adversarial Examples

Firas Ben Hmida, Philemon Hailemariam, Kashif Ali Khan, Birhanu Eshete

NeuroTrace introduces a novel framework using Inference Provenance Graphs (IPGs) to analyze the information flow during deep neural network inference, demonstrating that this provenance provides a rob…

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