Automated vulnerability scanning and exploitation
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1 Automated vulnerability scanning and exploitation Dennis Pellikaan Thijs Houtenbos University of Amsterdam System and Network Engineering October 22, 2013 Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 1 / 40
2 Introduction Open Source scripts Shared on the internet, can be used by anyone Lots of attention for large projects (Wordpress, Joomla, etc) What about the rest? Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 2 / 40
3 System overview Completely automated system which gathers source code as input and outputs a list of vulnerable servers. Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 3 / 40
4 Sourceforge Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 4 / 40
5 Github Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 5 / 40
6 Github Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 6 / 40
7 System parts Collect a large number of projects Analyse code for possible vulnerabilities Exploit the findings in a local environment to confirm Search installations of the project online Validate the found installation matches the project Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 7 / 40
8 Collect projects Two sources Sourceforge GitHub Focus on PHP scripts Automated download and extraction Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 8 / 40
9 Collect projects Collected projects Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 9 / 40
10 Analyse code SQL Injection mysql_query ("SELECT * FROM users WHERE id= $_GET[id] "); File Inclusion require $_POST["lang_install"].".php"; Command Injection exec ($_GET[ com ], $result); Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 10 / 40
11 Regular Expressions Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 11 / 40
12 Analyse projects Vulnerable projects Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 12 / 40
13 Analyse projects Vulnerable projects Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 13 / 40
14 Analyse projects Vulnerability categories Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 14 / 40
15 Exploit vulnerabilities SQL Injection mysql_query ("SELECT * FROM users WHERE id= $_GET[id] "); File Inclusion require $_POST["lang_install"].".php"; Command Injection exec ($_GET[ com ], $result); Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 15 / 40
16 Exploit vulnerabilities SQL Injection override_function (mysql_query, log_function); Script sources mysql_query ("SELECT * FROM users WHERE id= $_GET[id] "); Executed log_function ("SELECT * FROM users WHERE id= $_GET[id] "); Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 16 / 40
17 Exploit vulnerabilities File Inclusion require $_POST["lang_install"].".php"; log_function ($_POST["lang_install"].".php"); Command Injection exec ($_GET[ com ], $result); log_function ($_GET[ com ], $result); Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 17 / 40
18 Exploit vulnerabilities Request the page Log function Write the function arguments to a logfile Logfile admin.php:137 mysql_query SELECT * FROM users WHERE id = hacklu Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 18 / 40
19 Exploit vulnerabilities Request the page lu Log function Write the function arguments to a logfile Logfile admin.php:137 mysql_query SELECT * FROM users WHERE id = hack lu Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 19 / 40
20 Exploit vulnerabilities Confirmation of results Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 20 / 40
21 Search Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 21 / 40
22 Search Google Advanced Search Operators allinurl page.php: require $_GET[ page_id ]; allinurl:"/page.php?page_id=" allintitle index.php: echo "<title>". $title. "</title>"; allintitle:"my special script v0.2a" Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 22 / 40
23 Search Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 23 / 40
24 Search Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 24 / 40
25 Search Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 25 / 40
26 Search Rotate between 13 IPv4 addresses Pause for 8 seconds between each request 20,000 search queries per day 120,000 results with 22,000 queries Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 26 / 40
27 Validate search results Find the project s installation root Identify six common file types Compare locally identified files with the remote host Calculate a score Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 27 / 40
28 Validate search results Installation root: deterministic approach Google result: Local script /script/app/admin/login.php /script/app/admin/ /script/app/ /script/ Remote script /example.com/user/app/admin/login.php /example.com/user/app/admin/ /example.com/user/app/ /example.com/user/ Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 28 / 40
29 Validate search results Installation root: probabilistic approach Google result: Local script /script/a/docs/examples/index.php /script/b/index.html /script/index.php /script/ Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 29 / 40
30 Validate search results Common file types Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 30 / 40
31 Validate search results Comparing files Local file /script/images/file1.gif /script/images/logo.png /script/app/js/code.js /script/contact.html Remote file /example.com/user/images/file1.gif /example.com/user/images/logo.png /example.com/user/app/js/code.js /example.com/user/contact.html Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 31 / 40
32 Validate search results Text matching Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 32 / 40
33 Validate search results Text matching Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 33 / 40
34 Validate search results MD5 Hash Matching md5(local File) md5(remote File) LocalScore = 0 RemoteScore = 0 md5(local File) = md5(remote File) LocalScore = 100 RemoteScore = 100 Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 34 / 40
35 Validate search results Calculating the final score Score between 0 and 100 Number of identified files is taken into account LocalScore and the RemoteScore are weighted Score = N i=1 S i N + N i=1 S i 1 6 LocalScore i +RemoteScore i 4 S i = N = Total number of selected files Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 35 / 40
36 Validate search results Validated website scores Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 36 / 40
37 Results Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 37 / 40
38 System overview Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 38 / 40
39 Questions Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 39 / 40
40 Contact Contact: Dennis: Thijs: Paper reference: Dennis Pellikaan, Thijs Houtenbos Automated vulnerability scanning and exploitation 40 / 40
Automated vulnerability scanning and exploitation
Automated vulnerability scanning and exploitation Dennis Pellikaan Thijs Houtenbos University of Amsterdam System and Network Engineering July 4, 2013 Dennis Pellikaan, Thijs Houtenbos Automated vulnerability
Automated vulnerability scanning and exploitation
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