Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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12 results for Giulio Zizzo

Domain Adaptation for Time series Transformers using One-step fine-tuning
- - Subina Khanal
  - Seshu Tirupathi
  - et al.
- 2024
- AAAI 2024
FAT: Federated Adversarial Training
- - Giulio Zizzo
  - Ambrish Rawat
  - et al.
- 2020
- NeurIPS 2020
Elevating Defenses: Bridging Adversarial Training and Watermarking for Model Resilience
- - Janvi Thakkar
  - Giulio Zizzo
  - et al.
- 2024
- AAAI 2024
Differentially Private and Adversarially Robust Machine Learning: An Empirical Evaluation
- - Janvi Thakkar
  - Giulio Zizzo
  - et al.
- 2024
- AAAI 2024
Certified Robustness of Static Deep Learning-based Malware Detectors against Patch and Append Attacks
- - Daniel Gibert
  - Giulio Zizzo
  - et al.
- 2023
- CCS 2023
Verifiable Federated Learning
- - Simone Bottoni
  - Giulio Zizzo
  - et al.
- 2022
- NeurIPS 2022
Federated Continual Learning with Differentially Private Data Sharing
- - Giulio Zizzo
  - Ambrish Rawat
  - et al.
- 2022
- NeurIPS 2022
MoJE: Mixture of Jailbreak Experts, Naive Tabular Classifiers as Guard for Prompt Attacks
- - Giandomenico Cornacchia
  - Kieran Fraser
  - et al.
- 2024
- AIES 2024
Towards a Practical Defense Against Adversarial Attacks on Deep Learning-Based Malware Detectors via Randomized Smoothing
- - Daniel Gibert
  - Giulio Zizzo
  - et al.
- 2023
- ESORICS 2023
Machine Learning Platform for Extreme Scale Computing on Compressed IoT Data
- - Seshu Tirupathi
  - Dhaval Salwala
  - et al.
- 2022
- Big Data 2022