Zizzo, Giulio

7 publications

NeurIPS 2025 Activated LoRA: Fine-Tuned LLMs for Intrinsics Kristjan Greenewald, Luis A. Lastras, Thomas Parnell, Vraj Shah, Lucian Popa, Giulio Zizzo, Chulaka Gunasekara, Ambrish Rawat, David Daniel Cox

NeurIPSW 2024 Adversarial Prompt Evaluation: Systematic Benchmarking of Guardrails Against Prompt Input Attacks on LLMs Giulio Zizzo, Giandomenico Cornacchia, Kieran Fraser, Muhammad Zaid Hameed, Ambrish Rawat, Beat Buesser, Mark Purcell, Pin-Yu Chen, Prasanna Sattigeri, Kush R. Varshney

NeurIPSW 2024 Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI Ambrish Rawat, Stefan Schoepf, Giulio Zizzo, Giandomenico Cornacchia, Muhammad Zaid Hameed, Kieran Fraser, Erik Miehling, Beat Buesser, Elizabeth M. Daly, Mark Purcell, Prasanna Sattigeri, Pin-Yu Chen, Kush R. Varshney

NeurIPSW 2024 HarmLevelBench: Evaluating Harm-Level Compliance and the Impact of Quantization on Model Alignment Yannis Belkhiter, Giulio Zizzo, Sergio Maffeis

NeurIPSW 2024 MED: Exploring LLM Memorization of Encrypted Data Panagiotis Christodoulou, Giulio Zizzo, Sergio Maffeis

NeurIPSW 2022 Federated Continual Learning with Differentially Private Data Sharing Giulio Zizzo, Ambrish Rawat, Naoise Holohan, Seshu Tirupathi

NeurIPSW 2022 Verifiable Federated Learning Simone Bottoni, Giulio Zizzo, Stefano Braghin, Alberto Trombetta