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appscanner's Issues

TypeError: unhashable type: 'EDecimal'

Hello :)

I got the following error when using Appscanner's Preprocessor class with some pcaps:

preprocessor = Preprocessor(verbose = True)
X, y = preprocessor.process(files = pcaps,
                            labels = labels)
{...}
     65             # Add length of packet to flow
---> 66             result[key] = result.get(key, []) + [length]
     67 
     68         # Convert lengths to numpy array.

TypeError: unhashable type: 'EDecimal'

Investigating the code I could see that EDecimal is a type from scapy lib. I corrected this error just by adding a float type casting to line 66 of reader.py

  data = [float(packet.time),
          int(ipaddress.ip_address(packet["IP"].src)),
          int(ipaddress.ip_address(packet["IP"].dst)),
          packet["TCP"].sport,
          packet["TCP"].dport,
          packet["IP"].len]

I'm using Scapy Version 2.4.4

Min-Max Scaler

Hello. Your project is nice and I'd like to use it for my reproducing work. But when I look at the source code, it seems that the feature extractor does not apply a min-max scaler to the output feature, which was introduced in the AppScanner original paper?

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