Assured Cloud Computing Special Seminar: Nomad: Mitigating Arbitrary Cloud Side Channels via Provider-Assisted Migration
- Posted on January 24, 2017 at 9:09 am by email@example.com.
- Categorized ACC Speaker.
Soo-Jin Moon, Carnegie Mellon University
February 22, 4:00 p.m., 2405 Siebel Center
Abstract: Recent studies have shown a range of co-residency side channels that can be used to extract private information from cloud clients. Unfortunately, addressing these side channels often requires detailed attack-specific fixes that require significant modifications to hardware, client virtual machines (VM), or hypervisors. Furthermore, these solutions cannot be generalized to future side channels. Barring extreme solutions such as single tenancy which sacrifices the multiplexing benefits of cloud computing, such side channels will continue to affect critical services. In this work, we present Nomad, a system that offers vector-agnostic defense against known and future side channels. Nomad envisions a provider-assisted VM migration service, applying the moving target defense philosophy to bound the information leakage due to side channels. In designing Nomad, we make four key contributions: (1) a formal model to capture information leakage via side channels in shared cloud deployments; (2) identifying provider-assisted VM migration as a robust defense for arbitrary side channels; (3) a scalable online VM migration heuristic that can handle large datacenter workloads; and (4) a practical implementation in OpenStack. We show that Nomad is scalable to large cloud deployments, achieves near-optimal information leakage subject to constraints on migration overhead, and imposes minimal performance degradation for typical cloud applications such as web services and Hadoop MapReduce.
Bio: Soo-Jin Moon is a third-year Ph.D. student at the Electrical and Computer Engineering at Carnegie Mellon University, where she is part of Cylab and advised by Vyas Sekar. Her research interests are broadly in the space of Network and Systems Security. Her work has been recognized with the NSA Best Scientific Cybersecurity paper (2016) and CSAW Applied Security Research award (2015). Before joining CMU, she received a bachelor’s degree (2014) in Electrical Engineering from University of Waterloo, Canada.
Trust & Security/Assured Cloud Computing Joint Seminar: Application of Game Theory to High Assurance Cloud Computing
- Posted on August 12, 2016 at 2:39 pm by firstname.lastname@example.org.
- Categorized ACC Speaker.
Charles A. Kamhoua, U.S. Air Force Research Laboratory
September 20, 4:00 p.m., Coordinated Science Laboratory Auditorium (B02 CSL)
Abstract: The growth of cloud computing has spurred many entities, both small and large, to use cloud services for cost savings. Public cloud computing has allowed for quick, dynamic scalability without many overhead or long-term commitments. However, concern over cyber security is the main reason many large organizations with sensitive information such as the Department of Defense have been reluctant to join a public cloud. This is due to three challenging problems. First, the current cloud infrastructures lack provable trustworthiness. Integrating Trusted Computing (TC) technologies with cloud infrastructure shows a promising method for verifying the cloud’s behaviors, which may in turn facilitate provable trustworthiness. Second, public clouds have the inherent and unknown danger stemming from a shared platform – namely, the hypervisor. An attacker that subverts a virtual machine (VM) and then goes on to compromise the hypervisor can readily compromise all virtual machines on that hypervisor. We propose a security-aware virtual machine placement scheme in the cloud. Third, a sophisticated attack in a cloud has to be understood as a sequence of events that calls for the detection/response model to encompass observations from varying dimensions. We discuss a method to automatically determine the best response, given the observations on the system states from a set of monitors.
Game theory provides a rich mathematical tool to analyze conflict within strategic interactions and thereby gain a deeper understanding of cloud security issues. Theoretical constructs or mathematical abstractions provide a rigorous scientific basis for cyber security because they allow for reasoning quantitatively about cyber-attacks. This talk will address the three cloud security challenging problems identified above and report on our latest findings from this body of work.
Bio: Charles A. Kamhoua received the BS in electronic from the University of Douala (ENSET), Cameroon, in 1999, and the MS in telecommunication and networking and the PhD in electrical engineering from Florida International University (FIU), in 2008 and 2011, respectively. In 2011, he joined the Cyber Assurance Branch of the U.S. Air Force Research Laboratory (AFRL), Rome, New York, as a National Academies Postdoctoral Fellow and became a Research Electronics Engineer in 2012. Prior to joining AFRL, he was an educator for more than 10 years. His current research interests include the application of game theory to cyber security, survivability, cloud computing, hardware Trojan, online social network, wireless communication and cyber threat information sharing. He has more than 60 technical publications in prestigious journals and International conferences along with a Best Paper Award at the 2013 IEEE FOSINTSI. He has mentored more than 40 young scholars at AFRL counting Summer Faculty Fellow, postdoc, and students. He has been invited to more than 30 keynote and distinguished speeches in the USA and abroad. He has been recognized for his scholarship and leadership with numerous prestigious awards including 30 Air Force Notable Achievement Awards, the 2016 FIU Charles E. Perry Young Alumni Visionary Award, the 2015 AFOSR Windows on the World Visiting Research Fellowship at Oxford University, UK, an AFOSR Basic Research Award, the 2015 Black Engineer of the Year Award (BEYA), the 2015 NSBE Golden Torch Award—Pioneer of the Year, selection to the 2015 Heidelberg Laureate Forum, and the 2011 NSF PIRE Award at the Fluminense Federal University, Brazil. He is currently an advisor for the National Research Council, a member of ACM, the FIU alumni association, NSBE and a senior member of IEEE.