most citedHound: Locating Cryptographic Primitives in Desynchronized Side-Channel Traces Using Deep-Learning

7 citations · 14 across the 3 of their papers we have counts for

collaborators

5 papers

cs.LG2026

THEIA: A Multimodal Dataset and Benchmark for Vision-Language Analysis of Layout

Giuseppe Chiari, Michele Piccoli, Federico Viola +1

The integration of artificial intelligence into computer-aided design frameworks has sparked a shift in the design of analog integrated circuits (ICs), transitioning the field from…

cs.LG2026

Inspector: Conversational and Lightweight Analyzer of Analog Circuit Layouts Using LLM and CNNs

Abril Cano Castro, Giuseppe Chiari, Michele Piccoli +2

The integration of artificial intelligence into computer-aided design frameworks has sparked a shift in the design of analog integrated circuits (ICs), transitioning the field from…

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.CR2024★ 7 cited

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★ 7 cited

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…