Simon Calderon

Linköping University, Sectra Communications

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

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S. Calderón (1)Niklas Johansson (1)Niklas Johansson (1)Onur Gunlu (1)

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Apr 8, 2026

Apr 8, 2026·also Sectra Communications, Technische Universität Dortmund

Evaluating PQC KEMs, Combiners, and Cascade Encryption via Adaptive IND-CPA Testing Using Deep Learning

DNN-based distinguishers can empirically validate the indistinguishability of complex cryptographic constructions, but don't yet reveal exploitable weaknesses in standard PQC hybrids.

S. Calderón, Simon Calderon, Niklas Johansson +3

Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness

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Simon Calderon

Research focus

Frequent co-authors

Papers (1)