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Canbek, G · 2022 · DOI 10.1007/s42979-022-01409-1

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From CVE to CWE: Syscall-Based HIDS Generalisation

cs.CR · 2026-06-21 · unverdicted · novelty 5.0

Empirical evaluation on LID-DS-2021 shows CWE-level generalization of syscall anomaly detectors succeeds for CWE-307 (F1=0.6976 at FPR=0.05) but fails for CWE-89 and CWE-434 (F1<=0.21), with transfer strongly dependent on source normal-profile breadth.

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  • From CVE to CWE: Syscall-Based HIDS Generalisation cs.CR · 2026-06-21 · unverdicted · none · ref 33

    Empirical evaluation on LID-DS-2021 shows CWE-level generalization of syscall anomaly detectors succeeds for CWE-307 (F1=0.6976 at FPR=0.05) but fails for CWE-89 and CWE-434 (F1<=0.21), with transfer strongly dependent on source normal-profile breadth.