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Trace Gadgets: Minimizing Code Context for Machine Learning-Based Vulnerability Prediction

Felix Mächtle, Nils Loose, Tim Schulz, Florian Sieck, Jan-Niclas Serr, Ralf Möller 0001, Thomas Eisenbarth 0001. Trace Gadgets: Minimizing Code Context for Machine Learning-Based Vulnerability Prediction. In Manindra Agrawal, Ian Molloy, Vinayaka Pandit, Debdeep Mukhopadhyay, Kenny Paterson, editors, Proceedings of the ACM Asia Conference on Computer and Communications Security, ASIA CCS 2026, Bangalore, India, June 1-5, 2026. pages 1507-1523, ACM, 2026. [doi]

Authors

Felix Mächtle

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Nils Loose

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Tim Schulz

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Florian Sieck

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Jan-Niclas Serr

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Ralf Möller 0001

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Thomas Eisenbarth 0001

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