Research Areas: Computer Systems, Complexity, Biomolecular Networks
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Transcript of Research Areas: Computer Systems, Complexity, Biomolecular Networks
RAHUL SIMHADepartment of Computer Science
The George Washington UniversityWashington, DC 20052
Research Areas: Computer Systems, Complexity, Biomolecular Networks
2GW 2006
Motivation: Computer Security
What hackers do: Code understanding: to duplicate, steal ideas, prepare
attacks Code tampering: to circumvent checks, cause attacks Others: data tampering, authorization attacks, buffer-
overflowI can
understand the code
Now I can modify the
code
3GW 2006
Software Security/Protection
Computer security research Crypto, protocols, policy, intrusion detection Related areas: data mining, signal processing,
networking …
Our approach: How can compilers be used to protect software? Exploit reconfigurable (FPGA) hardware Tools to manage security/performance tradeoff. Collaboration with: Bhagi Narahari (CS)
Secure compiler
Source code
Secure executable
4GW 2006
Biomolecular Networks
Hypoxia network 23 molecules (e.g., HIF, PH, VHL) Unusual effect: sharp response to oxygen Our goal: explain using
mathematical (ODE) models
Boolean network models: Gene-regulation network Explore fundamental properties
Collaboration with: Frank Turano (Bio), Chen Zeng (Physics)
5GW 2006
Other research interests
Complex Systems Phase transitions in complex systems How and why does complexity arise?
Embedded Systems Sensor networks, databases Energy consumption (low power applications)
Smart-home medical applications Patient monitoring Robotics for in-home care