Ranjan Pal

Research Scientist  

Viterbi School of Engineering

University of Southern California

Los Angeles, CA 90089, USA

Email: rpal[at]usc[dot]edu

Office: Henry Salvatori Building (SAL) 200

 

 

 

   

Research Interests

Performance Modeling and Analysis of Cyber-Security, Economics and Game Theory of Information Security and Privacy

Network Economics, Network Algorithmics and Optimization

Applied Machine Learning, Smart Grid Analytics and Optimization, Security and Privacy Analytics

 

Academic Materials

Full Resume

Research Statement

Teaching Statement

Statement of Contributions to Diversity

  • Job Market Paper #1: Will Cyber-Insurance Improve Network Security?: A Market Analysis, accepted in IEEE INFOCOM 2014, Toronto, Canada (Acceptance Rate: 19%)
  • Job Market Paper #2: Analyzing Self-Defense Investments in Internet Security Under Cyber-Insurance Coverage , accepted in IEEE ICDCS, 2010, Genoa, Italy. (Acceptance Rate 14.3%)
  • Job Market Paper #3: Realizing Efficient Cyber-Insurance Markets: Via Price Discriminating Security Products, submitted to IEEE Transactions on Secure and Dependable Computing
  • Job Market Paper #4: Improving Network Security Via Cyber-Insurance: A Market Analysis, submitted to ACM Transactions on Performance Evaluation of Computer Systems
  • PhD Research Spotlight: USC Graduate School writes about my research, USC News reports my research, Contacted by MIT Technology Review on my research

    Publications prior to joining Ph.D (UG, MS)


    About Myself

    I am a research scientist at USC's Viterbi School of Engineering. I am associated with the Electrical Engineering and Computer Science departments. I graduated with a Ph.D from the Department of Computer Science at USC in Fall 2014. My thesis advisors were Professors Leana Golubchik and Konstantinos Psounis. For my PhD, I also collaborated with Professor Pan Hui of the Hong Kong University of Science and Technology. My current major research interest lies in the area of cyber-security and privacy - especially the economics, performance modeling, strategy, and data analytics aspects of it, with the end goal of being able to make cyber-security and privacy as robust as possible. I also have research interests in network economics, applied game theory, and smart grid analytics and optimization. During my PhD, I was a recipient of the prestigious Provost Fellowship at USC. As a PhD student at USC, I have held visiting research positions at Princeton University and Deutsch Telekom Research Laboratories, Germany. In the past, as an undergraduate and as a masters student, I have held research positions at Massachusetts Institute of Technology, National University of Singapore, University of California, Indian Institute of Technology, Kharagpur, India, Indian Institute of Management, Calcutta, India, and Center for TeleInfrastruktur, Aalborg University, Denmark. My Erdos number is 4. In my spare time (not that much nowadays :)) I do international travel, listen to music, watch movies, swim, and play/watch cricket and soccer. I also have a deep interest in Indian philosophy.

     

    My Research - Problem Types, Goal, and Tools

    I am an applied theory guy currently interested in the economics and performance modeling/analysis of (i) several aspects in the security and privacy of networked and distributed systems (e.g., Internet, social networks, IoT and cyber-physical systems), (ii) mechanisms to optimize real-time energy donations from distributed storage devices to the Smart Grid to maintain supply-demand balance, and (iii) resource management in multi-tenant cloud and ad-driven video streaming systems. My primary research goal is two fold: (a) revealing fundamental insights into the efficient and/or secure design of communication systems by holistically integrating the economics, technical, game theoretic, optimization, learning, and psychological aspects of a research problem, and (b) realizing in practice, the efficient design of communication systems, using computationally efficient tools and experimental economics. More specifically, I do inter-disciplinary research (both fundamental and applied) that lies at the boundary of information security, applied and experimental economics, game theory, algorithms, stochastic processes, network science and graph theory, systems optimization, and applied machine learning. An example of such research is my Ph.D problem, where I investigated the important role of cyber-insurance markets in achieving a robust level of cyber-security, which is currently not present in the Internet due to several techno-social-economic constraints. In this regard, I hypothesized the use cyber-insurance as being an efficient tool that can alleviate these constraints and jointly satisfy the major parties affecting the level of cyber-security today, consequently leading to improved cyber-security. To prove my hypothesis, I had to solve hard problems that required the use of interdisciplinary tools from economics, game theory, network science, and mathematical optimization. Though this proved to be a great challenge for me, at the same time it gave me lot of fun. [My PhD Thesis, My PhD Defense Talk]

     

    My Current Projects

    I lead the following research projects at USC.

    1. The Design and Analysis of Privacy-Friendly and Efficient Mobile Application Markets
    2. The Design and Analysis of Privacy-Friendly Ecosystems for Sustaining Personal Data Services in the IoT World
    3. The Design and Analysis of Ad-Driven Efficient Markets for Improving Video Streaming Services
    4. Strategic Resource Availability Management for Improving Cyber-security in the Smart Grid
    5. The Design and Analysis of Real-Time Optimized Supply-Demand Balance Mechanisms in the Distributed Storage-Driven Smart Grid
    6. Investigating the Economics of Sharing Mechanisms Among Data Centers to Improve On-Demand Resource Provisioning

     

    Publications in my Ph.D

    My publications here cover (i) "cyber-insurance" and its impact on improving cyber-security, and (ii) research topics during my various academic internships. I have been the first author in all of the papers, except two

    1. Improving Network Security via Cyber-Insurance: A Market Analysis, Submitted to ACM Transactions on Performance Evaluation of Computer Systems (extension to our IEEE INFOCOM 2014 paper)
    2. Will Cyber-Insurance Improve Network Security?: A Market Analysis, accepted in IEEE INFOCOM 2014, Toronto, Canada (Acceptance Rate: 19%)
    3. Realizing Efficient Cyber-Insurance Markets: Via Price Discriminating Security Products, Submitted to IEEE Transactions on Secure and Dependable Computing (extension to our IFIP Networking 2013 paper)
    4. On a Way to Improve Cyber-Insurer Profits: When A Security Vendor Becomes the Cyber-Insurer, accepted in IFIP Networking 2013, New York, USA (Acceptance Rate: 26%)
    5. On Differentiating Cyber-Insurance Contracts: A Topological Perspective, accepted in IEEE/IFIP Internet Management Conference 2013, Ghent, Belgium (Acceptance Rate: 23%)
    6. Cyber-Insurance for Cyber-Security: A Topological Take on Modulating Insurance Premiums, accepted in ACM SIGMETRICS Workshop (MAMA 2012), London, UK. A slightly modified version of this paper will appear in ACM SIGMETRICS Performance Evaluation Review, 2012, Vol. 40(3)
    7. Cyber-Insurance for Cyber-Security: A Solution to the Information Asymmetry Problem, accepted in SIAM Annual Meeting 2012, Minnesota, USA
    8. Aegis: A Novel Cyber-Insurance Model accepted in GameSec, 2011, Maryland, USA. (flagship conference on economics of information security)
    9. Modeling Investments in Internet Security: Tackling Topological Information Uncertainty accepted in GameSec, 2011, Maryland, USA. (flagship conference on economics of information security)
    10. On Economic Perspectives of Internet Security: The Problem of Designing Optimal Cyber-Insurance Contracts, accepted in ACM SIGMETRICS Workshop (MAMA 2010), New York, USA. A slightly modified version of this paper appeared in ACM SIGMETRICS Performance Evaluation Review, 2010. Vol. 38(2)
    11. Analyzing Self-Defense Investments in Internet Security Under Cyber-Insurance Coverage accepted in IEEE ICDCS, 2010, Genoa, Italy. (Acceptance Rate 14.3%)
    12. Time Series Clustering for Demand Response: An Online Algorithmic Approach. Submitted to IEEE Transactions on Computers
    13. A Secure Computation Framework for SDNs, accepted to appear in ACM SIGCOMM Workshop (HotSDN), 2014, Chicago, USA
    14. A Real-Time Pricing Model for Electricity Consumption, accepted in SIAM Conference on Financial Mathematics and Engineering, 2012, Minnesota, USA
    15. On Social Community Networks: The Cost Sharing Problem, accepted in ACM SIMPLEX 2012 Workshop, in conjunction with WWW conference, Lyon, France
    16. Economic Models for Cloud Service Markets: Pricing and Capacity Planning, published in Elsevier Theoretical Computer Science, 2013, Vol. 496. (Journal extension to our ICDCN paper)
    17. Economic Models for Cloud Service Markets accepted in ICDCN 2012, Hong Kong. (Also invited by INFORMS Annual Meeting 2011, Charlotte, North Carolina, USA). (Acceptance Rate = 28%)
    18. Settling For Less : A QoS Compromise Mechanism for Mobile Opportunistic Networks accepted in ACM SIGMETRICS Workshop (MAMA 2011), San Jose, USA. A slightly modified version of this paper appeared in ACM SIGMETRICS Performance Evaluation Review, 2011, Vol. 39(3)
    19. Sharing-Mart: Online Auctions for Digital Content Trading and Content Incentivization, accepted in GameNets, 2011, Shanghai, China. (A flagship conference on game theory applications in communication networks)
    20. On Wireless Social Community Network Routers: The Design and Cost Sharing Problem for Better Deployment , accepted in IEEE GLOBECOM 2010, Florida, USA. (Acceptance Rate = 32%)
    21. Sharing Costs in Social Community Networks accepted in IEEE ICNC Workshop on Computing Networking and Communications, 2012, Maui, Hawaii, USA.
    22. Playing Games with Human Health: A Game-Theoretic Approach to Optimizing Reliability in Wireless Health Networks, accepted in IEEE ISABEL 2010, Rome, Italy.

     

    Selected Graduate Coursework

    Design and Analysis of Algorithms

    Mathematical Analysis

    Probability Theory and Stochastic Processes

    Mathematical Optimization (primarily convex optimization, slight emphasis on vector space optimization)

    Network Economics and Network Game Theory

    Computational Geometry

    Performance Analysis of Systems

    Computer Networks (The Internet, wireless networks, and distributed systems)

    Computer Security

    Software-Defined Networking

    Cloud Computing

    Database Systems

    Statistical Machine Learning and Graphical Models

     

    Teaching Activities

    1. (Graduate) Analysis of Algorithms: Teaching Assistant, (Fa '13, 'Sp'13, Fa'12, Sp'12, Fa'11, Fa'10), USC Exceptional TA citation from the USC Computer Science Department, 2012-2013

    2. Unix and C Programming (Undergraduate Level): Teaching Assistant, Sp'06, UC Davis

    3. Research Seminar: Teaching Assistant, Sp'14, USC

    4. Fundamentals of Database Systems (Undergraduate Level): Teaching Assistant, Sp'14, USC

     

    Invited Talks

    1. Improving Network Security Through Insurance: A Tale of Insurance markets - A Tale of Insurance Markets: IBM Research Labs, India and USA, March 2014.

    2. On Security Monitoring in Software-Defined Networks - A Game-Theoretic Perspective : T-Labs, USA, March 2013.

    3. On Improving Cyber-Security Through Insurance - A Tale of Insurance Markets: Symantec Research Labs, USA, December 2012.

    4. Real-Time Pricing in Power Grids: Ecole Polytechnique Federal De Lausanne (EPFL), June 2011

    5. An Insurance Approach to Internet Risk Management , Technical University of Lisbon, December 2009.

    6. An Insurance Approach to Internet Risk Management , Nokia-Siemens Networks, Portugal, December 2009

     

    Traveling

    I love to travel. Life is boring without it!!!. I consider myself immensely lucky to have travelled to various parts of the world for both, academic as well as for holidaying purposes, at a young age. I generally make short yearly trips with friends, and really enjoy and relish the culture, food, nature, and monumental architecture in all the countries I visit. Listed below are the countries I have visited (airports not included :) ).

    Asia: Singapore, Japan, Hong Kong, Thailand, Malaysia

    North America: USA, Canada

    Europe: Germany, Austria, Czech Republic, France, Russia, Switzerland, Italy, Vatican City, Holland, Belgium, Denmark, England, Sweden, Finland, Norway, Spain, and Portugal

     

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    The University of Southern California does not screen or control the content on this website and thus does not guarantee the accuracy, integrity, or quality of such content. All content on this website is provided by and is the sole responsibility of the person from which such content originated, and such content does not necessarily reflect the opinions of the University administration or the Board of Trustees