A Python library used to collect shilling detection methods and generate simulated attackers. (for academic use)
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Sep 17, 2022 - Python
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shilling-attack
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Paper Reading list for Shilling Attack and Defense on Recommender Systems
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May 8, 2024
In this paper, we introduce SAShA, a new attack strategy that leverages semantic features extracted from a knowledge graph in order to strengthen the efficacy of the attack to standard CF models. We performed an extensive experimental evaluation in order to investigate whether SAShA is more effective than baseline attacks against CF models by ta…
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Feb 10, 2022 - Python
Source code for AAAI'23 paper "Practical Cross-System Shilling Attacks with Limited Access to Data".
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Mar 18, 2023 - Python
A Probabilistic Graphical approach to detect different types of shilling attacks on Recommender Systems.
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May 26, 2018 - MATLAB
Source Code for CIKM'23 paper "Single-User Injection for Invisible Shilling Attack against Recommender Systems".
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Nov 7, 2023 - Python
Felice Antonio Merra's Personal Blog. Follow my research activity! @merrafelice
security information-retrieval deep-neural-networks deep-learning recommender-system shilling-attack adversarial-attacks
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Dec 27, 2024 - HTML
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