3 papers
cs.LG2026
OSIRIS: Bridging Analog Circuit Design and Machine Learning with Scalable Dataset Generation
Giuseppe Chiari, Michele Piccoli, Davide Zoni
The automation of analog integrated circuit (IC) design remains a longstanding challenge, primarily due to the intricate interdependencies among physical layout, parasitic effects,…
cs.CR2025
Hound: Locating Cryptographic Primitives in Desynchronized Side-Channel Traces Using Deep-Learning
Davide Galli, Giuseppe Chiari, Davide Zoni
Side-channel attacks allow to extract sensitive information from cryptographic primitives by correlating the partially known computed data and the measured side-channel signal. Sta…
cs.CR2024
A Deep-Learning Technique to Locate Cryptographic Operations in Side-Channel Traces
Giuseppe Chiari, Davide Galli, Francesco Lattari +2
Side-channel attacks allow extracting secret information from the execution of cryptographic primitives by correlating the partially known computed data and the measured side-chann…