Giulio Zizzo

Orcid: 0009-0004-5750-5744

According to our database1, Giulio Zizzo authored at least 31 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2017
2018
2019
2020
2021
2022
2023
2024
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5
10
15
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11
2
1
1
2
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3
4
2
1
1
1

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Granite Guardian.
CoRR, 2024

HarmLevelBench: Evaluating Harm-Level Compliance and the Impact of Quantization on Model Alignment.
CoRR, 2024

Assessing the Impact of Packing on Machine Learning-Based Malware Detection and Classification Systems.
CoRR, 2024

Knowledge-Augmented Reasoning for EUAIA Compliance and Adversarial Robustness of LLMs.
CoRR, 2024

Towards Assuring EU AI Act Compliance and Adversarial Robustness of LLMs.
CoRR, 2024

Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI.
CoRR, 2024

Certified Adversarial Robustness of Machine Learning-based Malware Detectors via (De)Randomized Smoothing.
CoRR, 2024

A Robust Defense against Adversarial Attacks on Deep Learning-based Malware Detectors via (De)Randomized Smoothing.
CoRR, 2024

Differentially Private and Adversarially Robust Machine Learning: An Empirical Evaluation.
CoRR, 2024

Domain Adaptation for Time series Transformers using One-step fine-tuning.
CoRR, 2024

Adversarial Robustness of Deep Learning-Based Malware Detectors via (De)Randomized Smoothing.
IEEE Access, 2024

Towards Assurance of LLM Adversarial Robustness using Ontology-Driven Argumentation.
Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

Developing Assurance Cases for Adversarial Robustness and Regulatory Compliance in LLMs.
Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 2024

MoJE: Mixture of Jailbreak Experts, Naive Tabular Classifiers as Guard for Prompt Attacks.
Proceedings of the Seventh AAAI/ACM Conference on AI, Ethics, and Society (AIES-24) - Full Archival Papers, October 21-23, 2024, San Jose, California, USA, 2024

2023
Elevating Defenses: Bridging Adversarial Training and Watermarking for Model Resilience.
CoRR, 2023

Query-Free Evasion Attacks Against Machine Learning-Based Malware Detectors with Generative Adversarial Networks.
CoRR, 2023

A Wolf in Sheep's Clothing: Query-Free Evasion Attacks Against Machine Learning-Based Malware Detectors with Generative Adversarial Networks.
Proceedings of the IEEE European Symposium on Security and Privacy, 2023

Towards a Practical Defense Against Adversarial Attacks on Deep Learning-Based Malware Detectors via Randomized Smoothing.
Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023

Certified Robustness of Static Deep Learning-based Malware Detectors against Patch and Append Attacks.
Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security, 2023

Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Robust Learning Protocol for Federated Tumor Segmentation Challenge.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2022


Security and Robustness in Federated Learning.
Proceedings of the Federated Learning, 2022

2021
Certified Federated Adversarial Training.
CoRR, 2021

2020
FAT: Federated Adversarial Training.
CoRR, 2020

Adversarial Attacks on Time-Series Intrusion Detection for Industrial Control Systems.
Proceedings of the 19th IEEE International Conference on Trust, 2020

2019
Intrusion Detection for Industrial Control Systems: Evaluation Analysis and Adversarial Attacks.
CoRR, 2019

Deep Latent Defence.
CoRR, 2019

Adversarial Machine Learning Beyond the Image Domain.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018
CPS-MT: A Real-Time Cyber-Physical System Monitoring Tool for Security Research.
Proceedings of the 24th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2018

2017
Position Tracking During Human Walking Using an Integrated Wearable Sensing System.
Sensors, 2017


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