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Ioannis J. Vourganas

Netrity Ltd

Papers on Lattice

1

Total citations

0

Topics

3

Research focus

Eval Frameworks & Benchmarks (1)Interpretability & Mechanistic Interp (1)Red-Teaming & Adversarial Robustness (1)

Frequent co-authors

Anna Lito Michala (1)

Papers (1)

May 21, 2026

Netrity LtdMay 21, 2026·also Glasgow

Stabilising Explainability Fragility in Cybersecurity AI: The Impact and Mitigation of Multicollinearity in Public Benchmark Datasets

Multicollinearity in cybersecurity datasets can make your AI explanations wildly unstable, even for models with stable predictive performance.

Ioannis J. Vourganas, Anna Lito Michala

Eval Frameworks & Benchmarks Interpretability & Mechanistic Interp Red-Teaming & Adversarial Robustness