2 papers
cs.LG2026
Quantization-Triggered Backdoors in Language Models: Cross-Quantizer Transferability and the Validation--Deployment Gap
Jacopo Dardini, Claudio Stanzione, Giordano Colò +1
Post-training quantization is often treated as a semantically neutral optimization for edge deployment of Large Language Models. When a full-precision source checkpoint is evaluate…
cs.CR2025
Towards a scalable AI-driven framework for data-independent Cyber Threat Intelligence Information Extraction
Olga Sorokoletova, Emanuele Antonioni, Giordano Colò
Cyber Threat Intelligence (CTI) is critical for mitigating threats to organizations, governments, and institutions, yet the necessary data are often dispersed across diverse format…