Presentation slides for HITCON CMT 2016

1. HITCON CMT 2016
FèlDo
Function Event Listing and Dynamic Observing
Tzung-Bi Shih
<penvirus@gmail.com>
- for Detecting and Preventing Crypto Ransomware

2. HITCON CMT 2016
“Most of us are misunderstanding when
mentioning ransomware.”
2

3. HITCON CMT 2016
Introduction
Ransomware[1][2]
• DoS victims from accessing their system
• "claim" something has been kidnapped and tell
victims need to pay for retaining the kidnapee
• anonymity of the transaction is the most difficult
• cryptocurrency, voucher, Tor
• no one can guarantee the kidnapee will be back
after paid
3

4. HITCON CMT 2016
Introduction
Example: DoS from Accessing Vehicles
4
ransom hardware

5. HITCON CMT 2016
Background
Types of Ransomware
• misleading application[3][4]
• free vs. non-free
• e.g. performance optimizer, fake AV
• police ransomware
• fake local law enforcement
• crypto ransomware
5

6. HITCON CMT 2016
Background
History of Ransomware on OS X[5]
• July 2013, FBI ransomware[6][7]
• June 2014, FileCoder[8]
• Sep 2015, Gopher[9]
• Nov 2015, Mabouia[10]
• Feb 2016, GinX[11]
• Mar 2016, KeRanger[12] (see Appendix A)
6

7. HITCON CMT 2016
Related Works
• Toward Generic (Crypto) Ransomware Detection[5]
• monitoring file I/O events
• determining if a file is encrypted
• determining if a process is untrusted
• RansomWhere?[13]
➡sniffer mode limitation: still sacrificed a few files
7

8. HITCON CMT 2016
FèlDo
Overview
• an inline mode solution for detecting and preventing crypto
ransomware
• detection: correlating function calls
• crypto ransomware is relatively simple (at least for now)
• it is possible to detect them via observing function calling
sequence
• within a short time frame
• prevention: hooking APIs
• deferring unlink request
8

9. HITCON CMT 2016
FèlDo
Correlating Function Calls (1/2)
9
observation on dtruss output

10. HITCON CMT 2016
FèlDo
Correlating Function Calls (2/2)
10
open_nocancel("/Users/tester/.CFUserTextEncoding0", 0x0, 0x1B6) = 6 0
open_nocancel("/Users/tester/.CFUserTextEncoding.encrypted0", 0x601, 0x1B6) = 7 0
close_nocancel(0x6) = 0 0
close_nocancel(0x7) = 0 0
unlink("/Users/tester/.CFUserTextEncoding0", 0x7FFF5FBFDE00, 0x154) = 0 0
If frequency of two-pair greater than
thresholdA, the corresponding
process is likely a crypto ransomware.
in-place vs. not-in-place encryption

11. HITCON CMT 2016
FèlDo
Hooking APIs
• acknowledged whenever a process request to unlink
• put the request into a deferred queue
• the queue purges in two criteria: space and time limit
• if queue length is greater than thresholdB
• if a request has deferred for thresholdC seconds
• satisfies remaining requests while the process
terminating
11
even non-existent

12. HITCON CMT 2016
Implementation
OS X
• userland solution
• supports from dynamic linker "dyld"
• DYLD_INSERT_LIBRARIES
• DYLD_FORCE_FLAT_NAMESPACE
• kernel extension solution
• replace entries of system call table
12
application
library
system call
kernel
userland solution
kext solution

13. HITCON CMT 2016
Simple Evaluation
13
unit
(second)
original userland solution kext solution
round 1 round 2 round 3 average round 1 round 2 round 3 average round 1 round 2 round 3 average
test1.sh 49.66 50.97 50.17 50.27 136.80 140.66 137.13 138.20 51.08 50.27 51.03 50.79
test2.sh 34.67 33.83 32.78 33.76 107.30 105.41 107.00 106.57 34.08 34.88 33.15 34.04
test3.sh 32.73 31.37 32.11 32.07 142.27 142.25 144.37 142.96 32.52 32.35 31.92 32.26
$ cat test1.sh
for i in $(seq 1 10000)
do
touch $i
rm $i
done
$ cat test2.sh
for i in $(seq 1 4)
do
(
for k in $(seq 1 3000)
do
touch ${i}_${k}
rm ${i}_${k}
done
) &
done
wait
$ cat test3.sh
cd yara
sh build.sh >/dev/null 2>&1
userland solution: too many performance penalties (2x~4x slower)
kext solution: almost transparent

14. HITCON CMT 2016
Summary
• ransomware is variable
• crypto ransomware is just one kind of them
• IMHO, a product for crypto ransomware should be
• kernel mode and leverage existing mechanisms,
e.g. KAuth
• multiple detection criteria
• white listing
14

15. HITCON CMT 2016
Reference
15
[1]: http://www.trendmicro.com/vinfo/us/security/definition/ransomware
[2]: http://www.symantec.com/content/en/us/enterprise/media/security_response/whitepapers/the-evolution-of-ransomware.pdf
[3]: http://securityresponse.symantec.com/norton/theme.jsp?themeid=mislead
[4]: https://www.symantec.com/security_response/writeup.jsp?docid=2007-101013-0757-99
[5]: https://objective-see.com/blog/blog_0x0F.html
[6]: https://blog.malwarebytes.org/threat-analysis/2013/07/fbi-ransomware-now-targeting-apples-mac-os-x-users/
[7]: http://www.makeuseof.com/tag/mac-user-ransomware-easily-remove-malware-threat/
[8]: https://securelist.com/blog/research/66760/unfinished-ransomware-for-macos-x/
[9]: https://github.com/gdbinit/gopher
[10]: http://securityaffairs.co/wordpress/41755/cyber-crime/mabouia-ransomware-mac-os-x.html
[11]: http://www.infosecisland.com/blogview/24699-OSX-Ransomware-Offered-for-Sale-in-the-Underground.html
[12]: http://researchcenter.paloaltonetworks.com/2016/03/new-os-x-ransomware-keranger-infected-transmission-bittorrent-client-installer/
[13]: https://objective-see.com/products/ransomwhere.html

16. HITCON CMT 2016
Appendix A
Case Study: OSX.KeRanger
- Introduction
- Analysis
- Fake C2 Server
- Experiment
- Rescue

17. HITCON CMT 2016
OSX.KeRanger (1/14)
Introduction
17

18. HITCON CMT 2016
OSX.KeRanger (2/14)
Attach the DMG
18
$ hdiutil attach OSX.KeRanger
Checksumming Protective Master Boot Record (MBR : 0)…
Protective Master Boot Record (MBR :: verified CRC32 $C0C6CB47
Checksumming GPT Header (Primary GPT Header : 1)…
GPT Header (Primary GPT Header : 1): verified CRC32 $933E6577
Checksumming GPT Partition Data (Primary GPT Table : 2)…
GPT Partition Data (Primary GPT Tabl: verified CRC32 $0AE534AA
Checksumming (Apple_Free : 3)…
(Apple_Free : 3): verified CRC32 $00000000
Checksumming disk image (Apple_HFS : 4)…
...............................................................................
disk image (Apple_HFS : 4): verified CRC32 $4D10DABF
Checksumming (Apple_Free : 5)…
(Apple_Free : 5): verified CRC32 $00000000
Checksumming GPT Partition Data (Backup GPT Table : 6)…
GPT Partition Data (Backup GPT Table: verified CRC32 $0AE534AA
Checksumming GPT Header (Backup GPT Header : 7)…
GPT Header (Backup GPT Header : 7): verified CRC32 $D2F721FA
verified CRC32 $BC3C912F
/dev/disk1 GUID_partition_scheme
/dev/disk1s1 Apple_HFS /Volumes/Transmission
$ file /Volumes/Transmission/Transmission.app/Contents/MacOS/Transmission
/Volumes/Transmission/Transmission.app/Contents/MacOS/Transmission: Mach-O 64-bit executable x86_64
sha256(OSX.KeRanger) = d1ac55a4e610380f0ab239fcc1c5f5a42722e8ee1554cba8074bbae4a5f6dbe1

19. HITCON CMT 2016
OSX.KeRanger (3/14)
Drop File
19
fork, exec, wait
copy General.rtf to kernel_service
There will be a process named "kernel_service".

20. HITCON CMT 2016
OSX.KeRanger (4/14)
UPX Packed
20
sha256(General.rtf) = 31b6adb633cff2a0f34cefd2a218097f3a9a8176c9363cc70fe41fe02af810b9
$ hexdump -C General.rtf | grep -i upx
000002c0 1c 03 f2 dc 55 50 58 21 a7 06 0d 22 00 00 00 00 |....UPX!..."....|
00020ff0 ff 00 00 00 00 55 50 58 21 00 00 00 00 00 00 00 |.....UPX!.......|
00021150 6b 65 72 20 68 74 74 70 3a 2f 2f 75 70 78 2e 73 |ker http://upx.s|
00021190 68 65 20 55 50 58 20 54 65 61 6d 2e 20 41 6c 6c |he UPX Team. All|
00021330 14 14 85 d2 ef ba db ff 75 15 81 fe 55 50 58 21 |........u...UPX!|
000216a0 69 c3 00 00 00 00 00 00 00 90 ff 55 50 58 21 0d |i..........UPX!.|

21. HITCON CMT 2016
OSX.KeRanger (5/14)
Unlink Itself
21
sha256(General.rtf.unpacked) = 84a60c8bb2cdf454fdb593318e7c26ba93cc48ba3058530998c8886050981f11
to hide itself

22. HITCON CMT 2016
OSX.KeRanger (6/14)
Daemonlize and Wait
22
fork, setsid, chdir
sleep 300 seconds until 3 days has elapsed
its parent "Transmission" can keep going
done flag

23. HITCON CMT 2016
OSX.KeRanger (7/14)
Generate UUID and Query String
23
$ sysctl hw.model
hw.model: MacBookPro11,1
$ sysctl -a | grep 'hw.model'
$ sysctl hw.model
hw.model: VMware7,1

24. HITCON CMT 2016
OSX.KeRanger (8/14)
C2 Communication (1/2)
24
• gethostbyname
• connect
• send
• recv

25. HITCON CMT 2016
OSX.KeRanger (9/14)
C2 Communication (2/2)
25
• server will respond 2 lines (base64-encoded)
• 1st line
• RSA public key
• 2nd line
• ransom statement

26. HITCON CMT 2016
OSX.KeRanger (10/14)
File Encryption (1/4)
26
encrypt files excepts:
• *.encrypted
• README_FOR_DECRYPT.txt
• .kernel_complete
• .kernel_time
• .kernel_pid

27. HITCON CMT 2016
OSX.KeRanger (11/14)
File Encryption (2/4)
27
encrypt files if in the list of
filename extensions

28. HITCON CMT 2016
OSX.KeRanger (12/14)
File Encryption (3/4)
28
target filename extensions:
.3dm .3ds .3g2 .3gp .7z .ab4 .accdb .accde .accdr .accdt .ach .acr .act .adb
.ads .ai .ait .al .apj .arw .asf .asm .asp .asx .avi .back .backup .bak
.bank .bay .bdb .bgt .bik .bkf .bkp .blend .bpw .c .cdb .cdf .cdr .cdx
.ce1 .ce2 .cer .cfp .cgm .class .cls .cmt .cnv .cpi .cpp .cr2 .craw .crt
.crw .cs .csh .csl .csv .dac .db .db3 .dbf .dbr .dbs .dc2 .dcr .dcs
.dcx .ddd .ddoc .dds .der .des .design .dgc .djvu .dng .doc .docm .docx .dot
.dotm .dotx .drf .drw .dtd .dwg .dxb .dxf .dxg .ebd .edb .eml .eps .erf
.exf .fdb .ffd .fff .fh .fhd .fla .flac .flv .fm .fp7 .fpx .fxg .gdb
.gray .grey .grw .gry .h .hbk .hpp .ibd .idx .iif .indd .java .jpe .jpeg
.jpg .kdbx .kdc .key .laccdb .lua .m .m4v .maf .mam .maq .mar .maw .max
.mdb .mdc .mde .mdf .mdt .mef .mfw .mmw .mos .mov .mp3 .mp4 .mpg .mpp
.mrw .mso .myd .ndd .nef .nk2 .nrw .ns2 .ns3 .ns4 .nsd .nsf .nsg .nsh
.nwb .nx1 .nx2 .nyf .obj .odb .odc .odf .odg .odm .odp .ods .odt .oil
.one .orf .otg .oth .otp .ots .ott .p12 .p7b .p7c .pages .pas .pat .pbo
.pcd .pct .pdb .pdd .pdf .pef .pem .pfx .php .pip .pl .plc .pot .potm
.potx .ppam .pps .ppsm .ppsx .ppt .pptm .pptx .prf .ps .psafe3 .psd .pspimage .ptx
.pub .puz .py .qba .qbb .qbm .qbw .qbx .r3d .raf .rar .rat .raw .rdb
.rm .rtf .rwz .sas7bdat .say .sd0 .sda .sdf .snp .sql .sr2 .srf .srt .srw
.st4 .st5 .st6 .st7 .st8 .stc .std .sti .stw .stx .svg .swf .sxc .sxd
.sxg .sxi .sxm .sxw .tex .tga .thm .tlg .txt .vob .vsd .vsx .vtx .wav
.wb2 .wbk .wdb .wll .wmv .wpd .wps .x11 .x3f .xla .xlam .xlb .xlc .xlk
.xll .xlm .xlr .xls .xlsb .xlsm .xlsx .xlt .xltm .xltx .xlw .xpp .xsn .yuv
.zip .tar .tgz .gzip .tib .sparsebundle

29. HITCON CMT 2016
OSX.KeRanger (13/14)
File Encryption (4/4)
29
drop ransom statement

30. HITCON CMT 2016
OSX.KeRanger (14/14)
Finalize
30
Be honest! Don't touch this; or it will encrypt your files again in some day ...

31. HITCON CMT 2016
Fake C2 Server (1/3)
Modify /etc/hosts
31
# cat /etc/hosts
127.0.0.1 lclebb6kvohlkcml.onion.link
127.0.0.1 lclebb6kvohlkcml.onion.nu
127.0.0.1 bmacyzmea723xyaz.onion.link
127.0.0.1 bmacyzmea723xyaz.onion.nu
127.0.0.1 nejdtkok7oz5kjoc.onion.link
127.0.0.1 nejdtkok7oz5kjoc.onion.nu

32. HITCON CMT 2016
Fake C2 Server (2/3)
Generate Private and Public Key
32
# openssl genrsa -out private.pem 2048
Generating RSA private key, 2048 bit long modulus
....................................................+++
...............................................+++
e is 65537 (0x10001)
# openssl rsa -in private.pem -pubout -outform PEM -out public.pem
writing RSA key
# printf "x00" >> public.pem
# base64 public.pem
LS0tLS1CRUdJTiBQVUJMSUMgS0VZLS0tLS0KTUlJQklqQU5CZ2txaGtpRzl3MEJBUUVGQUFPQ0FROEFNSUlCQ2dLQ0FRRUE3eGd
TWW9MVWljNWxadnBiaXZ3NApXZzJFNUJpdk4vcW9vUmVTUEl4Z3lvYzZNMGdXR01pUUZmdVlMQjVxS2hXR2hmQjViWVh5K2hrak
hYWC84Z2l1CmJCa0szYU9RdmdlUmtKemR4NVFvbG5XNWxqRzVFUU9hZ0pCRk1RSHFIaHFqbXJDY0dFTis3c0N4YngrMGdYUGMKV
URJUEE1VXhLdjlneGFhMHQweHVoeWovUVhNMjF3V25mUkVxclU5MmdMSHIwdEpqR0E5Y2FPZ1cxbXVZM2U4UwpjQno5K3NJaWxv
RVBNSVNqa3N3dGR5OE96Q2FQYS9LU1J2T1lleXhsVGlCNDJrbEV2WmpyVkJ2ODZza09uQ0xNCkdSaWpCRkNyVnkwVVNKTDh4WHR
RMEJJNjZWTzB1b21oOXV4cC9Na1pLWk4yNmhraDNUSEVXL2xUdnBnYXlPSW8KbFFJREFRQUIKLS0tLS1FTkQgUFVCTElDIEtFWS
0tLS0tCgA=
un-usual practice

33. HITCON CMT 2016
Fake C2 Server (3/3)
Dummy Web Application
33
# cat dummy.py
from flask import Flask
from flask import request
web_app = Flask('dummy')
@web_app.route('/osx/ping', methods=['GET'])
def dummy():
r = list()
r.append('LS0tLS1CRUdJTiBQVUJMSUMgS0VZLS0tLS0KTUlJQklqQU5CZ2txaGtpRzl3MEJBUUVGQUFPQ0FROEFNSUlCQ2dLQ
0FRRUE3eGdTWW9MVWljNWxadnBiaXZ3NApXZzJFNUJpdk4vcW9vUmVTUEl4Z3lvYzZNMGdXR01pUUZmdVlMQjVxS2hXR2hmQjVi
WVh5K2hrakhYWC84Z2l1CmJCa0szYU9RdmdlUmtKemR4NVFvbG5XNWxqRzVFUU9hZ0pCRk1RSHFIaHFqbXJDY0dFTis3c0N4Yng
rMGdYUGMKVURJUEE1VXhLdjlneGFhMHQweHVoeWovUVhNMjF3V25mUkVxclU5MmdMSHIwdEpqR0E5Y2FPZ1cxbXVZM2U4UwpjQn
o5K3NJaWxvRVBNSVNqa3N3dGR5OE96Q2FQYS9LU1J2T1lleXhsVGlCNDJrbEV2WmpyVkJ2ODZza09uQ0xNCkdSaWpCRkNyVnkwV
VNKTDh4WHRRMEJJNjZWTzB1b21oOXV4cC9Na1pLWk4yNmhraDNUSEVXL2xUdnBnYXlPSW8KbFFJREFRQUIKLS0tLS1FTkQgUFVC
TElDIEtFWS0tLS0tCgA=')
r.append('c29tZSByYW5zb20gc3RhdGVtZW50Li4uCg==')
return 'n'.join(r)
web_app.run(host='0.0.0.0', port=80)
indented; don't be confused

34. HITCON CMT 2016
Experiment (1/2)
Cheat the Malware
34
$ cp General.rtf AAAA
$ ./AAAA
$ killall AAAA
$ ls -a Library/.kernel*
Library/.kernel_pid
Library/.kernel_time
$ echo 0 > Library/.kernel_time
will be unlinked
will be detached
cheat the malware 3+ days has elapsed

35. HITCON CMT 2016
Experiment (2/2)
Hook Sleep Function
35
$ cat hook_sleep.c
unsigned int sleep(unsigned int seconds)
{
return 0;
}
$ gcc hook_sleep.c -shared -fPIC -o hs.dylib
$ DYLD_FORCE_FLAT_NAMESPACE=1 DYLD_INSERT_LIBRARIES=hs.dylib ./General.rtf
# python dummy.py
* Running on http://0.0.0.0:80/ (Press CTRL+C to quit)
127.0.0.1 - - [16/Mar/2016 04:06:48] "GET /osx/ping?
user_id=general&uuid=4a8832aa8056fceebee520f8eae577ee52b51e5826ee79b75a8f3
14d3980129&model=VMware7,1 HTTP/1.0 200 -

36. HITCON CMT 2016
Rescue (1/5)
Encrypted File Format
36
XXX.encrypted
len
{seed}pub
IV
cipher text
HMAC
4 bytes
256 bytes
16 bytes
32 bytes
(determined by len)

37. HITCON CMT 2016
Rescue (2/5)
Get Secret Key
37
IV16 bytes
key
md
seed
32 bytes 32 bytes
run over 8 times
message digest

38. HITCON CMT 2016
Rescue (3/5)
Decryption
38
IV
AES
cipher text
key
plain text
16 bytes 32 bytes
32 bytes
32 bytes
IV will be replaced after the first round

39. HITCON CMT 2016
Rescue (4/5)
Trim File Until Matches HMAC
39
plain text
may exist some (garbage) paddings; at most 31 bytes
AES
cipher text

40. HITCON CMT 2016
Rescue (5/5)
Decryption Tool
40
$ cat decrypt_file.c
[snip]
if (!get_seed(argv[1], encrypted_seed, encrypted_seed_len, seed, &seed_len)) {
ERR("failed to get_seed");
goto leave;
}
dump_binary("seed", seed, seed_len);
if (!get_key(iv, seed, key)) {
ERR("failed to get_key");
goto leave;
}
dump_binary("key", key, 32);
if (!decrypt_file(encrypted_seed_len, iv, key, fin, fout)) {
ERR("failed to decrypt_file");
goto leave;
}
DBG("decrypt_file success");
if (!trim_file(key, hmac, fout)) {
ERR("failed to trim_file");
goto leave;
}
DBG("trim_file success");
[snip]