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Malicious bot detection in Twitter/X social media platform with interpretable machine intelligence | Synapse
March 3, 2026
Malicious bot detection in Twitter/X social media platform with interpretable machine intelligence
SG
Sarishty Gupta
AS
Adwitiya Sinha
BS
Bhawna Saxena
Key Points
Malicious bot detection significantly improves the security of Twitter and similar social media platforms.
The detection algorithm achieved an accuracy of 85%, showing effectiveness in identifying harmful bots.
Observational analysis employing interpretable machine intelligence was utilized to assess bot activity.
Findings call for more robust detection mechanisms to combat malicious behavior in online communities.
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Gupta et al. (Fri,) studied this question.
synapsesocial.com/papers/69a75ef6c6e9836116a29fe8
https://doi.org/https://doi.org/10.1007/s12652-026-05039-w