Giulio Zizzo

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 23

Top Topics

Position Tracking

Detecting Malicious

Domain Adaptation

Differentially Private

Top Venues

BrainLes@MICCAI (2)

Publications

Daniel Gibert, Luca Demetrio, Giulio Zizzo, Quan Le, Jordi Planes, Battista Biggio
Certified Adversarial Robustness of Machine Learning-based Malware Detectors via (De)Randomized Smoothing. CoRR (2024)
Daniel Gibert, Giulio Zizzo, Quan Le, Jordi Planes
A Robust Defense against Adversarial Attacks on Deep Learning-based Malware Detectors via (De)Randomized Smoothing. CoRR (2024)
Subina Khanal, Seshu Tirupathi, Giulio Zizzo, Ambrish Rawat, Torben Bach Pedersen
Domain Adaptation for Time series Transformers using One-step fine-tuning. CoRR (2024)
Janvi Thakkar, Giulio Zizzo, Sergio Maffeis
Differentially Private and Adversarially Robust Machine Learning: An Empirical Evaluation. CoRR (2024)
Daniel Gibert, Giulio Zizzo, Quan Le
Towards a Practical Defense Against Adversarial Attacks on Deep Learning-Based Malware Detectors via Randomized Smoothing. ESORICS Workshops (2) (2023)
Daniel Gibert, Giulio Zizzo, Quan Le
Towards a Practical Defense against Adversarial Attacks on Deep Learning-based Malware Detectors via Randomized Smoothing. CoRR (2023)
Daniel Gibert, Jordi Planes, Quan Le, Giulio Zizzo
Query-Free Evasion Attacks Against Machine Learning-Based Malware Detectors with Generative Adversarial Networks. CoRR (2023)
Myles Foley, Ambrish Rawat, Taesung Lee, Yufang Hou, Gabriele Picco, Giulio Zizzo
Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models. ACL (1) (2023)
Myles Foley, Ambrish Rawat, Taesung Lee, Yufang Hou, Gabriele Picco, Giulio Zizzo
Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models. CoRR (2023)
Daniel Gibert, Giulio Zizzo, Quan Le
Certified Robustness of Static Deep Learning-based Malware Detectors against Patch and Append Attacks. AISec@CCS (2023)
Daniel Gibert, Jordi Planes, Quan Le, Giulio Zizzo
A Wolf in Sheep's Clothing: Query-Free Evasion Attacks Against Machine Learning-Based Malware Detectors with Generative Adversarial Networks. EuroS&P Workshops (2023)
Janvi Thakkar, Giulio Zizzo, Sergio Maffeis
Elevating Defenses: Bridging Adversarial Training and Watermarking for Model Resilience. CoRR (2023)
Seshu Tirupathi, Dhaval Salwala, Giulio Zizzo, Ambrish Rawat, Mark Purcell, Søren Kejser Jensen, Christian Thomsen, Nguyen Ho, Carlos E. Muñiz-Cuza, Jonas Brusokas, Torben Bach Pedersen, Giorgos Alexiou, Giorgos Giannopoulos, Panagiotis Gidarakos, Alexandros Kalimeris, Stavros Maroulis, George Papastefanatos, Ioannis Psarros, Vassilis Stamatopoulos, Manolis Terrovitis
Machine Learning Platform for Extreme Scale Computing on Compressed IoT Data. Big Data (2022)
Ambrish Rawat, Giulio Zizzo, Swanand Kadhe, Jonathan P. Epperlein, Stefano Braghin
Robust Learning Protocol for Federated Tumor Segmentation Challenge. BrainLes@MICCAI (2) (2022)
Ambrish Rawat, Giulio Zizzo, Swanand Kadhe, Jonathan P. Epperlein, Stefano Braghin
Robust Learning Protocol for Federated Tumor Segmentation Challenge. CoRR (2022)
Giulio Zizzo, Ambrish Rawat, Mathieu Sinn, Sergio Maffeis, Chris Hankin
Certified Federated Adversarial Training. CoRR (2021)
Giulio Zizzo, Chris Hankin, Sergio Maffeis, Kevin Jones
Adversarial Attacks on Time-Series Intrusion Detection for Industrial Control Systems. TrustCom (2020)
Giulio Zizzo, Ambrish Rawat, Mathieu Sinn, Beat Buesser
FAT: Federated Adversarial Training. CoRR (2020)
Giulio Zizzo, Chris Hankin, Sergio Maffeis, Kevin Jones
Adversarial Machine Learning Beyond the Image Domain. DAC (2019)
Giulio Zizzo, Chris Hankin, Sergio Maffeis, Kevin Jones
Intrusion Detection for Industrial Control Systems: Evaluation Analysis and Adversarial Attacks. CoRR (2019)
Giulio Zizzo, Chris Hankin, Sergio Maffeis, Kevin Jones
Deep Latent Defence. CoRR (2019)
Martín Barrère, Chris Hankin, Angelo Barboni, Giulio Zizzo, Francesca Boem, Sergio Maffeis, Thomas Parisini
CPS-MT: A Real-Time Cyber-Physical System Monitoring Tool for Security Research. RTCSA (2018)
Giulio Zizzo, Lei Ren
Position Tracking During Human Walking Using an Integrated Wearable Sensing System. Sensors 17 (12) (2017)