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Towards Hybrid 
Honeynets via Virtual 
Machine Introspection 
and Cloning 
Tamas K Lengyel 
University of Connecticut
The role of the honeypot
The limitations 
Low-interaction honeypots: 
● "Artificial" attack surface 
● Limited information about the attacks 
● Easily identified 
High-interaction honeypots: 
● Complexity 
● Maintenance 
● High risk
Hybrid honeypot 
Robin Berthier, 2006: Advanced honeypot architecture for network threats 
quantification 
Primarily use the Low 
interaction honeypot and 
utilize a High interaction 
honeypot when something 
"interesting" is happening. 
How do you define 
"interesting"?
Hybrid honeynet
VMI-Honeymon http://vmi-honeymon.sf.net 
● Fidelity via Virtual Machine Introspection 
○ LibVMI 
○ Volatility 
○ LibGuestFS 
● Scalability via Virtual Machine Cloning 
○ QEMU copy-on-write disk 
○ Xen copy-on-write RAM
Issues: clone routing 
Clones share IP and MAC address! 
○ Post-cloning in-guest network reconfiguration should 
be avoided 
○ Separate bridge/VLAN required for each clone to 
avoid collision 
○ Honeybrid requires extra setup (iptables rules, 
routing tables & ip marks) to be able to route clones
Network overview
Clone initiated routing
Memsharing results 
6207 attack sessions on clone HIHs in two 
weeks (single IP address) 
Windows XP SP3 x86 (128MB RAM) Windows 7 SP1 x86 (1GB RAM)
Memsharing results 
Projected memory savings via CoW RAM 
Windows XP SP3 x86 Windows 7 SP1 x86
Future work 
● Clone routing using Open vSwitch & 
OpenFlow 
● Auto-balloon number of HIHs 
● Mix Linux and Windows HIHs with additional 
software packages installed 
● Test large-scale deployment (/24) 
● Zazen IDS!
Thank you! 
Questions?

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Towards Hybrid Honeynets via Virtual Machine Cloning and Introspection

  • 1. Towards Hybrid Honeynets via Virtual Machine Introspection and Cloning Tamas K Lengyel University of Connecticut
  • 2. The role of the honeypot
  • 3. The limitations Low-interaction honeypots: ● "Artificial" attack surface ● Limited information about the attacks ● Easily identified High-interaction honeypots: ● Complexity ● Maintenance ● High risk
  • 4. Hybrid honeypot Robin Berthier, 2006: Advanced honeypot architecture for network threats quantification Primarily use the Low interaction honeypot and utilize a High interaction honeypot when something "interesting" is happening. How do you define "interesting"?
  • 6. VMI-Honeymon http://vmi-honeymon.sf.net ● Fidelity via Virtual Machine Introspection ○ LibVMI ○ Volatility ○ LibGuestFS ● Scalability via Virtual Machine Cloning ○ QEMU copy-on-write disk ○ Xen copy-on-write RAM
  • 7. Issues: clone routing Clones share IP and MAC address! ○ Post-cloning in-guest network reconfiguration should be avoided ○ Separate bridge/VLAN required for each clone to avoid collision ○ Honeybrid requires extra setup (iptables rules, routing tables & ip marks) to be able to route clones
  • 10. Memsharing results 6207 attack sessions on clone HIHs in two weeks (single IP address) Windows XP SP3 x86 (128MB RAM) Windows 7 SP1 x86 (1GB RAM)
  • 11. Memsharing results Projected memory savings via CoW RAM Windows XP SP3 x86 Windows 7 SP1 x86
  • 12. Future work ● Clone routing using Open vSwitch & OpenFlow ● Auto-balloon number of HIHs ● Mix Linux and Windows HIHs with additional software packages installed ● Test large-scale deployment (/24) ● Zazen IDS!