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Giulio Zizzo — most-cited papers & profile · Cybersecurity
← authors
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overview
Giulio Zizzo
24
papers ·
11
citations ·
0
h-index
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Most-cited papers
Certified Adversarial Robustness of Machine Learning-based Malware Detectors via (De)Randomized Smoothing
2024 · 2 citations
Towards a Practical Defense against Adversarial Attacks on Deep Learning-based Malware Detectors via Randomized Smoothing
2023 · 1 citations
Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI
2024 · 1 citations
Towards Assuring EU AI Act Compliance and Adversarial Robustness of LLMs
2024 · 1 citations
Breaking MCP with Function Hijacking Attacks: Novel Threats for Function Calling and Agentic Models
2026
Blue Teaming Function-Calling Agents
2026
Adversarial Prompt Evaluation: Systematic Benchmarking of Guardrails Against Prompt Input Attacks on LLMs
2025
Differentially Private And Adversarially Robust Machine Learning: An Empirical Evaluation
2024
Adversarial Attacks on Time-Series Intrusion Detection for Industrial Control Systems
2019
Query-Free Evasion Attacks Against Machine Learning-Based Malware Detectors with Generative Adversarial Networks
2023
A Robust Defense against Adversarial Attacks on Deep Learning-based Malware Detectors via (De)Randomized Smoothing
2024
MoJE: Mixture of Jailbreak Experts, Naive Tabular Classifiers as Guard for Prompt Attacks
2024
Developing Assurance Cases for Adversarial Robustness and Regulatory Compliance in LLMs
2024
Assessing the Impact of Packing on Machine Learning-Based Malware Detection and Classification Systems
2024
Top co-authors
Mark Purcell
· 5
Sergio Maffeis
· 4
Ambrish Rawat
· 3
Giandomenico Cornacchia
· 3
Kieran Fraser
· 3
Muhammad Zaid Hameed
· 3
Pin-Yu Chen
· 2
Prasanna Sattigeri
· 2
Battista Biggio
· 1
Elizabeth M. Daly
· 1
Erik Miehling
· 1
Greta Dolcetti
· 1
Topics
Adversarial ML
Vulnerability Detection
LLM Security
Threat Intelligence
Malware Detection
Privacy
Anomaly Detection