129 citations · 590 across the 74 of their papers we have counts for
27 papers · 1 filter
Devils in the Clouds: An Evolutionary Study of Telnet Bot Loaders
Yuhui Zhu, Zhenxiang Chen, Qiben Yan +6
One of the innovations brought by Mirai and its derived malware is the adoption of self-contained loaders for infecting IoT devices and recruiting them in botnets. Functionally dec…
ICSSIM-A Framework for Building Industrial Control Systems Security Simulation Testbeds
Alireza Dehlaghi-Ghadim, Ali Balador, Mahshid Helali Moghadam +2
With the advent of smart industry, Industrial Control Systems (ICS) are increasingly using Cloud, IoT, and other services to meet Industry 4.0 targets. The connectivity inherent in…
Going In Style: Audio Backdoors Through Stylistic Transformations
Stefanos Koffas, Luca Pajola, Stjepan Picek +1
This work explores stylistic triggers for backdoor attacks in the audio domain: dynamic transformations of malicious samples through guitar effects. We first formalize stylistic tr…
On the Vulnerability of Data Points under Multiple Membership Inference Attacks and Target Models
Mauro Conti, Jiaxin Li, Stjepan Picek
Membership Inference Attacks (MIAs) infer whether a data point is in the training data of a machine learning model. It is a threat while being in the training data is private infor…
Multi-SpacePhish: Extending the Evasion-space of Adversarial Attacks against Phishing Website Detectors using Machine Learning
Ying Yuan, Giovanni Apruzzese, Mauro Conti
Existing literature on adversarial Machine Learning (ML) focuses either on showing attacks that break every ML model, or defenses that withstand most attacks. Unfortunately, little…
Attribute Inference Attacks in Online Multiplayer Video Games: a Case Study on Dota2
Pier Paolo Tricomi, Lisa Facciolo, Giovanni Apruzzese +1
Did you know that over 70 million of Dota2 players have their in-game data freely accessible? What if such data is used in malicious ways? This paper is the first to investigate su…