PhishIntention
PhishIntention copied to clipboard
lindsey98
PhishIntention: Phishing detection through webpage intention
Hi Lin, Thanks for your sharing the dataset. I have a question for using this dataset. How do you evaluate different models on benign25k dataset? For example, for the EMD,...
Recently, we have expanded our targetlist to include 2K+ targets. The new expand_targetlist.zip: https://drive.google.com/file/d/105qPU_MbvPH0Y2X6YiDvOYc5pnDeGv1R/view?usp=share_link The new domain_map.pkl: https://drive.google.com/file/d/1DeoI1pjkEcPWDNAO6kTlLin0UIUZfF1Y/view?usp=share_link Step 1: Find where the PhishIntention package is installed, e.g. /anaconda3/envs/.../lib/python3.7/site-packages/phishintention Step...
Hi Lin, I would like to ask which dataset you used to train the ASTER text recognition model?
Hi, I would like to ask which profile was used for the AWL detector training? I'd also like to ask if the AWL‘s loss function is the default loss function？
During training, we use the logo images to train a 277-brand classification task. During testing, we use the second last intermediate layer as the logo embedding, and discard the classification...
All the training scripts are inside phishintention/src/*_utils, the training framework for object detector is [Detectron2](https://github.com/facebookresearch/detectron2), and for classification is [Big-transfer](https://github.com/google-research/big_transfer). 
The code for ROC plot (Figure 11) is as follows: ``` import matplotlib.pyplot as plt import numpy as np import pandas as pd from matplotlib import rcParams rcParams['font.family'] = ['serif']...
Please change the api_key to your own token [register here](https://www.virustotal.com/gui/home/upload) to avoid receiving response 403 (exceeds daily query limits). 
Hi, Are the weights of the models (Siamese, OCR, element recognition) clean-trained or adversarially trained weights? Do input image sizes for the Siamese model have to be 224? Would other...
