Malicious URL Detection by Feature Extraction and Machine Learning |
Author(s): |
| Onkar Kiran Sawant , NESGOI , PUNE; Aishwarya Sunil Kochale, NESGOI , PUNE; Priyanka Satish Jagtap, NESGOI , PUNE; Akshata Prakash Nanaware, NESGOI , PUNE |
Keywords: |
| Malicious URL Detection; Web-Based Attacks; Feature Extraction; Malicious Web Pages |
Abstract |
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Fraud website or malicious URLs are one of the most common and least defended security threats today. We present an approach which uses text processing techniques to analyze text and detect inappropriate statements which are indicative of phishing attacks and also uses machine learning features for detection of phishing URLs. |
Other Details |
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Paper ID: IJSRDV7I30574 Published in: Volume : 7, Issue : 3 Publication Date: 01/06/2019 Page(s): 857-859 |
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