Works
Research articles, technical explanations, and engineering notes that focus on methods, evidence, and conceptual clarity.
Black box robustness evaluation of image classification networks under common and structured image corruptions. Introduces Accuracy Confidence Divergence as a diagnostic measure.
Visual explanation of SVM classification with margin based separation, support vectors, soft and hard margins, kernel trick, and a penguin dataset example.
Automotive Ethernet lab covering SOME/IP service discovery, BroadR-Reach, VLAN configuration, ANDi scripting, and ECU simulation with Vector tooling.
Hands-on TPM exploration using tpm2-tools with vTPM, PCR measurements, UEFI Secure Boot, LUKS encryption, and key sealing.