Author

Sami Souihi

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Preprint Jul 2026

The Power of Backdoor Absorption in Community Training

It is proved that the success probability of any bounded adversary asymptotically collapses to zero under a defense strategy combining natural absorption, a randomized scheduler, and lazy verification oracle, which yields a provably sound and computationally efficient defense for safety-critical AI.

Issam Seddik, Sami Souihi, Mohamed Tamaazousti et al. · 0 citations

#large language models Open access Aug 2026

A Hybrid LLM-Based Framework for Automated Security Annotation Generation in Business Process Models

A hybrid framework that takes a BPMN process model and a security requirements document as input and automatically generates security annotations adhering to the SecBPMN2 specification is presented, providing a scalable foundation for security-by-design BPM.

Md Kamrul Islam, Tiphaine Henry, Mattia Salnitri et al. · Lecture notes in business in... · 0 citations