def check():
# return -1/2/1 -> normal / undetectable / phishing
submit_url = request.args["url"]
if not Checker.check_connection(submit_url):
print("Connection unavailable")
return "2" # unable to detech
if (Checker.Statistical_report(submit_url) == 1):
return "1"
try:
print("Getting info for", submit_url)
input_array = Helper.embed_url(submit_url)
print(input_array)
if "2" in input_array:
# if cannot get some features
print("Cannot get some features")
return "2"
result = Functions.check_vector(input_array)
# this code is used to logged into the database file. Uncomment when needed
# if (result == 1):
# f = open("model/data/urls.csv","a",encoding="UTF-8")
# f.write(submit_url+"\n")
return str(result)
except:
print("Unable to detech")
return "2" # unable to detect
def check():
submit_url = request.args["url"]
if not Checker.check_connection(submit_url):
return "1"
if (Checker.Statistical_report(submit_url) == 1):
return "1"
# return "-1"
print("Getting info for", submit_url)
input_array = embed_url(submit_url)
print(input_array)
print(len(input_array))
result = Functions.check_vector(input_array)
# if (result == 1):
# f = open("model/data/urls.csv","a",encoding="UTF-8")
# f.write(submit_url+"\n")
return str(result)
def check():
# return -1/2/1 -> normal / undetectable / phishing
submit_url = request.args["url"]
submit_url = submit_url.replace(" ", "")
if not Checker.check_connection(submit_url):
print("Connection unavailable")
return {
"status": "unknown", # unable to detect
"message": "Unreachable"
}
if (Checker.Statistical_report(submit_url) == 1):
return {"status": "phishing", "message": "Found in our database"}
try:
print("Getting info for", submit_url)
embed_info = Helper.embed_url(submit_url)
input_array = embed_info[0]
info_obj = embed_info[1]
print("Checking vector")
result = Functions.check_vector(input_array)
status = "unknown"
if (result == 1):
status = "phishing"
elif (result == -1):
status = "normal"
return {
"status": status,
"message": "detect by model",
"info": info_obj
}
# this code is used to logged into the database file. Uncomment when needed
# if (result == 1):
# f = open("model/data/urls.csv","a",encoding="UTF-8")
# f.write(submit_url+"\n")
return str(result)
except:
return {"status": "unknown", "message": "Internal error"}