1.1k citations · 4.1k across the 115 of their papers we have counts for
128 papers
RobResilience: Implementing and Evaluating a Resilience Framework for Cyber-Physical Embodied Systems
Gysella Imrell, Emanuele Miotto, Mahya Mohammadi Kashani +2
In embodied cyber-physical systems, active cyberattacks pose an immediate threat not just to data, but to physical integrity and human safety. While existing security approaches ex…
Does Reasoning Mitigate Backdoor Attacks? A Neuro-Symbolic Perspective
Marco Antonio Corallo, Andrea Agiollo, Mauro Conti +1
Neuro-Symbolic (NeSy) AI has recently emerged as a novel paradigm to enable trustworthy AI, aiming at integrating sub-symbolic neural perception with grounded symbolic reasoning. T…
When the Few Outweigh the Many: Illicit Content Recognition with Few-Shot Learning
G. Cascavilla, G. Catolino, M. Conti +2
The anonymity and untraceability benefits of the Dark web account for the exponentially-increased potential of its popularity while creating a suitable womb for many illicit activi…
Label Inference Attacks against Node-level Vertical Federated GNNs
Marco Arazzi, Mauro Conti, Stefanos Koffas +4
Federated learning enables collaborative training of machine learning models by keeping the raw data of the involved workers private. Three of its main objectives are to improve th…
Your Attack Is Too DUMB: Formalizing Attacker Scenarios for Adversarial Transferability
Marco Alecci, Mauro Conti, Francesco Marchiori +2
Evasion attacks are a threat to machine learning models, where adversaries attempt to affect classifiers by injecting malicious samples. An alarming side-effect of evasion attacks…
Discerning Reliable Cyber Threat Indicators for Timely Cyber Threat Intelligence
Dincy R Arikkat, Vinod P., Rafidha Rehiman K. A. +3
In today's dynamic cybersecurity landscape, timely and accurate threat intelligence is essential for proactive defense. This study explores the potential of social media platforms…