Boosting Social Media Security Fake Account Detection With An Intuitive Stream Lite Interface

Nowadays, online interpersonal agencies (OSNs) are getting more and more famous, influencing social lifestyles and inspiring people to be individuals of various social networking sites. The major steps that character agencies initiate are multi-sport sports including promotion, correspondence, plan making, advertising and message creation. Adding new buddies and keeping in touch with them and their updates are properly achieved. These online social networks have grow to be a research issue to observe their effect at the populace. Some bad money is used for purposes inclusive of lies and manipulation. It is good to come across malicious money owed. AI-based totally strategies have been used to hit upon faux bills that misinform people. Through this, the dataset has been preprocessed. Various Python libraries and validation fashions had been attempted to acquire an estimate of the functions on hand for this dataset. Efforts to stumble on faux online entertainment posts the use of tremendous AI calculations are nonetheless ongoing. The general overall performance of the Random Forest, Neural Community, and Pseudo-Count algorithms may be determined using a Support Vector Machine.

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Publication Details

Published
2025-04-16
DOI
https://doi.org/10.1109/iccct63501.2025.11019223
Citations
1
Primary Topic
Spam and Phishing Detection
Type
article
Field-Weighted Citation Impact
3.25
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article

Boosting Social Media Security Fake Account Detection With An Intuitive Stream Lite Interface

C. Rohith Bhat, R Rohith, V Surya
1 citations
Spam and Phishing Detection
3.25
article

Boosting Social Media Security Fake Account Detection With An Intuitive Stream Lite Interface

C. Rohith Bhat, R Rohith, V Surya
article en
1 citations

Abstract

Nowadays, online interpersonal agencies (OSNs) are getting more and more famous, influencing social lifestyles and inspiring people to be individuals of various social networking sites. The major steps that character agencies initiate are multi-sport sports including promotion, correspondence, plan making, advertising and message creation. Adding new buddies and keeping in touch with them and their updates are properly achieved. These online social networks have grow to be a research issue to observe their effect at the populace. Some bad money is used for purposes inclusive of lies and manipulation. It is good to come across malicious money owed. AI-based totally strategies have been used to hit upon faux bills that misinform people. Through this, the dataset has been preprocessed. Various Python libraries and validation fashions had been attempted to acquire an estimate of the functions on hand for this dataset. Efforts to stumble on faux online entertainment posts the use of tremendous AI calculations are nonetheless ongoing. The general overall performance of the Random Forest, Neural Community, and Pseudo-Count algorithms may be determined using a Support Vector Machine.

Sathyabama Institute of Science and Technology (IN)
Reduced inequalities
Openalex Percentile: Top 8%
Spam and Phishing Detection
3.25
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Boosting Social Media Security Fake Account Detection With An Intuitive Stream Lite Interface — C. Rohith Bhat, R Rohith, et al. · (2025) | TGRS Research Map | TGRS