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from __future__ import print_function
import sys
import os
import json
from static_proxy.py_analyzer import PyAnalyzer
from pm_proxy.pypi import PypiProxy
from util.net import __parse_url, download_file, check_site_exist, check_domain_popular
from util.dates import datetime_delta
from util.email_validity import check_email_address
from util.files import read_from_csv
from util.enum_util import PackageManagerEnum, LanguageEnum, DistanceAlgorithmEnum, TraceTypeEnum, DataTypeEnum
from parse_apis import parse_api_usage
def get_static_proxy_for_language(language):
if language == LanguageEnum.python:
return PyAnalyzer()
else:
raise Exception("Proxy not available for language: %s" % language)
def get_pm_proxy_for_language(language, registry=None, cache_dir=None, isolate_pkg_info=False):
if language == LanguageEnum.python:
return PypiProxy(registry=registry, cache_dir=cache_dir, isolate_pkg_info=isolate_pkg_info)
else:
raise Exception("Proxy not available for language: %s" % language)
def get_threat_model(filename='threats.csv'):
threat_model = {}
for line in read_from_csv(filename, skip_header=True):
typ = line[0]
attr = line[1].strip('\n')
threat_model[attr] = typ
return threat_model
def alert_user(alert_type, threat_model, reason, risks):
if alert_type in threat_model:
risk_cat = threat_model[alert_type]
if risk_cat not in risks:
risks[risk_cat] = []
risks[risk_cat].append('%s: %s' % (alert_type, reason))
return risks
def analyze_version(pkg_name, ver_str=None, ver_info=None, pkg_info=None, risks={}):
try:
print("[+] Checking version...", end='')
if not ver_info:
ver_info = pm_proxy.get_version(pkg_name, ver_str=ver_str, pkg_info=pkg_info)
assert ver_info, "No version info!"
# check upload timestamp
try:
uploaded = ver_info['uploaded']
days = datetime_delta(uploaded, days=True)
except KeyError:
uploaded = None
if not uploaded or days > 365:
reason = 'no release date' if not uploaded else '%d days old' % (days)
alert_type = 'old package'
risks = alert_user(alert_type, threat_model, reason, risks)
print("OK [%d days old]" % (days))
except Exception as e:
print("FAILED [%s]" % (str(e)))
finally:
return risks
def analyze_cves(pm_name, pkg_name, ver_str, risks={}):
try:
print("[+] Checking for CVEs...", end='')
from osv import get_pkgver_vulns
vuln_list = get_pkgver_vulns(pm_name, pkg_name, ver_str)
if vuln_list:
alert_type = 'contains known vulnerablities (CVEs)'
reason = 'contains %s' % (','.join(vul['id'] for vul in vuln_list))
risks = alert_user(alert_type, threat_model, reason, risks)
else:
vuln_list = []
print("OK [%s found]" % (len(vuln_list)))
except Exception as e:
print("FAILED [%s]" % (str(e)))
finally:
return risks
def analyze_homepage(pkg_name, ver_str=None, pkg_info=None, risks={}):
try:
print("[+] Checking homepage...", end='')
url = pm_proxy.get_homepage(pkg_name, ver_str=ver_str, pkg_info=pkg_info)
if not url:
reason = 'no homepage'
alert_type = 'invalid or no homepage'
risks = alert_user(alert_type, threat_model, reason, risks)
# check if insecure
ret = __parse_url(url)
if ret.scheme != 'https':
reason = 'insecure webpage'
alert_type = 'invalid or no homepage'
risks = alert_user(alert_type, threat_model, reason, risks)
# check if an existent webpage
valid_site, reason = check_site_exist(url)
if not valid_site:
alert_type = 'invalid or no homepage'
risks = alert_user(alert_type, threat_model, reason, risks)
# check if a popular webpage
elif check_domain_popular(url):
reason = 'invalid (popular) webpage'
alert_type = 'invalid or no homepage'
risks = alert_user(alert_type, threat_model, reason, risks)
print("OK [%s]" % (url))
except Exception as e:
print("FAILED [%s]" % (str(e)))
finally:
return risks
def analyze_repo(pkg_name, ver_str=None, pkg_info=None, risks={}):
try:
print("[+] Checking repo...", end='')
repo = pm_proxy.get_repo(pkg_name, ver_str=ver_str, pkg_info=pkg_info)
if not repo:
repo = pm_proxy.get_homepage(pkg_name, ver_str=ver_str, pkg_info=pkg_info)
if not repo.startswith('https://github.com') and not repo.startswith('https://gitlab.com'):
repo = None
if not repo:
reason = 'no source repo found'
alert_type = 'invalid or no source repo'
risks = alert_user(alert_type, threat_model, reason, risks)
elif not repo.startswith('https://github.com') and not repo.startswith('https://gitlab.com'):
reason = 'invalid source repo %s' % (repo)
alert_type = 'invalid or no source repo'
risks = alert_user(alert_type, threat_model, reason, risks)
elif repo.strip('/') in ['https://github.com/pypa/sampleproject', 'https://github.com/kubernetes/kubernetes']:
reason = 'invalid source repo %s' % (repo)
alert_type = 'invalid or no source repo'
risks = alert_user(alert_type, threat_model, reason, risks)
print("OK [%s]" % (repo))
except Exception as e:
print("FAILED [%s]" % (str(e)))
finally:
return risks
def analyze_readme(pkg_name, ver_str=None, pkg_info=None, risks={}):
try:
print("[+] Checking readme...", end='')
descr = pm_proxy.get_description(pkg_name, ver_str=ver_str, pkg_info=pkg_info)
if not descr or len(descr) < 100:
reason = 'no description' if not descr else 'insufficient description'
alert_type = 'no or insufficient readme'
risks = alert_user(alert_type, threat_model, reason, risks)
print("OK [%d bytes]" % (len(descr)))
except Exception as e:
print("FAILED [%s]" % (str(e)))
finally:
return risks
def analyze_author(pkg_name, ver_str=None, pkg_info=None, risks={}):
try:
print("[+] Checking author...", end='')
author_info = pm_proxy.get_author(pkg_name, ver_str=ver_str, pkg_info=pkg_info)
assert author_info, "No author info!"
try:
email = author_info['email']
except KeyError:
email = None
# check author email
valid, valid_with_dns = check_email_address(email)
if not valid or not valid_with_dns:
alert_type = 'invalid author email (2FA not enabled)'
reason = 'invalid author email' if not valid else 'expired author email domain'
risks = alert_user(alert_type, threat_model, reason, risks)
print("OK [%s]" % (email))
except Exception as e:
print("FAILED [%s]" % (str(e)))
finally:
return risks
def analyze_apis(pm_name, pkg_name, ver_info, filepath, risks={}):
try:
print("[+] Analyzing APIs...", end='')
if pm_name == 'pypi':
language=LanguageEnum.python
configpath = os.path.join('config','astgen_python_smt.config')
else:
raise "%s not supported!"
static = get_static_proxy_for_language(language=language)
try:
static.astgen(inpath=filepath, outfile=filepath+'.out', root=None, configpath=configpath,
pkg_name=pkg_name, pkg_version=ver_str, evaluate_smt=True)
except:
if not os.path.exists(filepath+'.out'):
raise Exception("no output!")
perms = parse_api_usage(pm_name, filepath+'.out')
assert perms, "No APIs found!"
for p, usage in perms.items():
if p == "SOURCE_FILE":
alert_type = 'accesses files and dirs'
reason = 'reads files and dirs: %s' % (usage)
risks = alert_user(alert_type, threat_model, reason, risks)
elif p == "SINK_FILE":
alert_type = 'accesses files and dirs'
reason = 'writes to files and dirs: %s' % (usage)
risks = alert_user(alert_type, threat_model, reason, risks)
elif p == "SINK_NETWORK":
alert_type = 'communicates with external network'
reason = 'sends data over the network %s' % (usage)
risks = alert_user(alert_type, threat_model, reason, risks)
elif p == "SOURCE_NETWORK":
alert_type = 'communicates with external network'
reason = 'fetches data over the network %s' % (usage)
risks = alert_user(alert_type, threat_model, reason, risks)
elif p == "SOURCE_ENVVAR":
alert_type = 'accesses environment variables'
reason = 'reads environment variables'
risks = alert_user(alert_type, threat_model, reason, risks)
elif p == "SINK_CODE_GENERATION":
alert_type = 'generates new code at runtime'
reason = 'generates new code at runtime'
risks = alert_user(alert_type, threat_model, reason, risks)
print("OK")
except Exception as e:
print("FAILED [%s]" % (str(e)))
finally:
return risks
if __name__ == "__main__":
from static_util import astgen
threat_model = get_threat_model()
pm_name = sys.argv[1].lower()
if pm_name != 'pypi':
print("Only PyPI is supported. Exiting")
exit(1)
ver_str = None
pkg_name = sys.argv[2]
if '==' in pkg_name:
pkg_name, ver_str = pkg_name.split('==')
try:
language=LanguageEnum.python
pm_proxy = get_pm_proxy_for_language(language=language, cache_dir=None, isolate_pkg_info=False)
print("[+] Fetching '%s' from %s..." % (pkg_name, pm_name), end='')
pkg_info = pm_proxy.get_metadata(pkg_name=pkg_name, pkg_version=ver_str)
assert pkg_info, "package not found!"
ver_info = pm_proxy.get_version(pkg_name, ver_str=ver_str, pkg_info=pkg_info)
assert ver_info, "No version info!"
ver_str = ver_info['tag']
print("OK [ver %s]" % (ver_str))
except Exception as e:
print("FAILED [%s]" % (str(e)))
exit(1)
risks = {}
risks = analyze_author(pkg_name, ver_str=ver_str, pkg_info=pkg_info, risks=risks)
risks = analyze_version(pkg_name, ver_str=ver_str, ver_info=ver_info, pkg_info=pkg_info, risks=risks)
risks = analyze_readme(pkg_name, ver_str=ver_str, pkg_info=pkg_info, risks=risks)
risks = analyze_repo(pkg_name, ver_str=ver_str, pkg_info=pkg_info, risks=risks)
risks = analyze_homepage(pkg_name, ver_str=ver_str, pkg_info=pkg_info, risks=risks)
risks = analyze_cves(pm_name, pkg_name, ver_str=ver_str, risks=risks)
# download package
try:
print("[+] Downloading package '%s' (ver %s) from %s..." % (pkg_name, ver_str, pm_name), end='')
filepath, size = download_file(ver_info['url'])
print("OK [%0.2f KB]" % (float(size)/1024))
except Exception as e:
print("FAILED [%s]" % (str(e)))
if filepath:
risks = analyze_apis(pm_name, pkg_name, ver_info, filepath, risks)
if not len(risks):
print("[+] No risks found!")
else:
print("[+] %d risk(s) found, package is %s!" % (sum(len(v) for v in risks.values()), ', '.join(risks.keys())))
print(json.dumps(risks, indent=4))
#print("=> View detailed and complete report: %s-%s-%s.json" % (pm_name, pkg_name, ver_str))
print("=> View pre-vetted package report at https://packj.dev/package/PyPi/%s/%s" % (pkg_name, ver_str))