Research
assistantships and post-doctoral opportunities: I am currently
looking for motivated graduate students and post-docs to work on the theoretical
and experimental aspects of secure communication and sensing. Perspective
graduate students should review
the requirements for admission and apply on the UofA website, indicating
on the application that they are interested in working with me. Unfortunately,
I cannot consider hiring graduate research assistants before a formal admission
decision is made (thus, I cannot answer such questions as "will I be
hired as a research assistant" over email).
Research Interests: My
reseach focuses on classical and quantum information-theoretic analysis
of covert or low probability of detection/intercept (LPD/LPI) communications
and sensing. I am broadly interested in applications of information theory
to practical problems of reliability and security. Specifically, I study
the limits of communications and sensing with signals that are mathematically
secure, and push towards these limits by engineering experimental and
prototype systems. I collaborate closely with experts in radio and optical
systems engineering. While most of my work focuses on electronic systems,
I am also keenly interested in applications of information-theoretic approaches
to securing biomechanical and very large distributed computing systems.
My Google
Scholar profile. My LinkedIn
profile.
Teaching: I will be
teaching ECE340A
"Introduction to Communications" in Fall 2019 at the University
of Arizona; I have previously taught this class in Spring 2019. I was
an instructor of CMPSCI691WS
seminar on wireless network security in the Spring 2011 with Shane Clark
and Dennis Goeckel
and covered the information-theoretic aspects.
Previous work: I spent
the three+ years between graduating UMass and being appointed at the University
of Arizona working as the Scientist with the Quantum
Information Processing Group at Raytheon
BBN Technologies in Cambridge MA. I worked with Saikat
Guha (now at
Arizona OSC) and Jon
Habif (now at USC ISI) on the theoretical
and experimental aspects of quantum-secure communication and sensing.
I spent from June 2013 until October 2013 with the same group as an intern,
and worked on the implementation of the proof-of-concept covert optical
communication system as well as theoretical aspects of quantum noise limited
covert communication. I was a Research Assistant in Advanced
Computer Networking Group at UMass
CS from September 2005 until February 2015. From March 2004 until
August 2005 I was a Research Associate in the Web,
Internet and Networking Group at Boston
University Computer Science Department
under the supervision of John
W. Byers.
Publications (list as of
July 2019, recent publications can be found on my Google
Scholar profile)
Journal:
- "Covert sensing using
floodlight illumination," Christos N. Gagatsos, Boulat A. Bash,
Animesh Datta, Zheshen Zhang, and Saikat Guha, Physical Review A
99 (6 June 2019), 062321 [aps]
[arXiv]
- "Covert
Wireless Communication with Artificial Noise Generation," Ramin
Soltani, Dennis Goeckel, Don Towsley, Boulat A. Bash, and Saikat Guha,
IEEE Transactions on Wireless
Communication (2018) [ieeexplore]
[arXiv]
- Earlier version presented at Allerton
2014 as "Artificial Noise Generation to Enhance LPD Throughput
on AWGN Channels"
- "Multi-Hop
Routing in Covert Wireless Networks," Azadeh Sheikholeslami, Majid
Ghaderi, Donald Towsley, Boulat A. Bash, Saikat Guha, and Dennis Goeckel,
IEEE Transactions on Wireless Communication 17.6 (2018) 3656-3669 [ieeexplore]
[arXiv]
- "Bounding the quantum
limits of precision for phase estimation with loss and thermal noise,"
Christos N. Gagatsos, Boulat A. Bash, Saikat Guha, and Animesh Datta,
Physical Review A 96 (6 Dec. 2017), 062306 [aps]
[arXiv]
- "Covert Communication
in the Presence of an Uninformed Jammer," Tamara V. Sobers, Boulat
A. Bash, Saikat Guha, Don Towsley, and Dennis Goeckel, IEEE Transactions
on Wireless Communications 16.9 (2017) 6193-6206 [ieeexplore]
[arXiv]
- Earlier version presented
at Asilomar 2015 as
"Covert Communication with the Help of an Uninformed Jammer
Achieves Positive Rate"
- "Covert Communication
Gains from Adversary's Ignorance of Transmission Time," Boulat
A. Bash, Dennis Goeckel, and Don Towsley, IEEE Transactions on Wireless
Communications 15.12 (2016) 8394-8405 [ieeexplore]
[arXiv] [techreport]
- Abbreviated version presented at ISIT
2014 as "LPD Communication when the Warden Does Not Know
When"
- "Covert Communications
when the Warden Does Not Know the Background Noise Power," Dennis
Goeckel, Boulat A. Bash, Saikat Guha, and Don Towsley, IEEE Communication
Letters 20.2 (2016) 236-239 [ieeexplore]
- "Hiding Information
in Noise: Fundamental Limits of Covert Wireless Communication,"
Boulat A. Bash, Dennis Goeckel, Don Towsley, and Saikat Guha, IEEE
Communications Magazine 53.12 (2015) 26-31 [ieeexplore]
[arXiv]
- "Quantum-secure Covert
Communication on Bosonic Channels," Boulat A. Bash, Andrei H. Gheorghe,
Monika Patel, Jonathan L. Habif, Dennis Goeckel, Don Towsley, Saikat
Guha, Nature Communications 6, 8620 (2015) [open
access]
- "Limits of Reliable
Communication with Low Probability of Detection on AWGN Channels,"
Boulat A. Bash, Dennis Goeckel, Don Towsley, IEEE Journal on Selected
Areas in Communications (Signal Processing Techniques for Wireless Physical
Layer Security) 31.9 (2013) 1921-1930 [ieeexplore]
[techreport]
[arXiv]
- Abbreviated version
presented at ISIT 2012 as "Square
Root Law for Communication with Low Probability of Detection on
AWGN Channels" [slides]
- "Asymptotic Optimality
of Equal Power Allocation for Linear Estimation of WSS Random Processes,"
Boulat A. Bash, Dennis Goeckel, Don Towsley, IEEE Wireless Communications
Letters 2.3 (2013) 247-250 [ieeexplore]
[tech
report] [arXiv]
Conference:
- "Fundamental limits
of discrete-modulation quantum-secure covert optical communication,"
Boulat A. Bash, Christos N. Gagatsos, and Saikat Guha, Central
European Workshop on Quantum Optics (CEWQO) 2019
- "Covert sensing using
floodlight illumination," Christos N. Gagatsos, Boulat A. Bash,
Animesh Datta, Zheshen Zhang, and Saikat Guha, Conference
on Lasers and Electro-Optics (CLEO) 2019 [arXiv]
- "Covert Communications in
a Dynamic Interference Environment," Dennis Goeckel, Azadeh Sheikholeslami,
Tamara Sobers, Boulat A. Bash, Don Towsley, and Saikat Guha, SPAWC
2018 [ieeexplore]
- "Covert Communications on
Continuous-Time Channels in the Presence of Jamming," Tamara Sobers,
Boulat A. Bash, Saikat Guha, Don Towsley, and Dennis Goeckel, Asilomar
2017 [ieeexplore]
- "Covert Active Sensing of
Linear Systems," Dennis Goeckel, Boulat A. Bash, Saikat Guha, and Don
Towsley, Asilomar
2017 [ieeexplore]
- "Fundamental limits
of quantum-secure covert optical sensing," Boulat A. Bash, Christos
N. Gagatsos, Animesh Datta, and Saikat Guha, ISIT 2017 [ieeexplore]
[expanded arXiv]
- "Covert Communication over
Classical-Quantum Channels," Azadeh Sheikholeslami, Boulat A. Bash,
Donald Towsley, Dennis Goeckel, Saikat Guha, ISIT
2016 [ieeexplore]
[expanded arXiv]
- "Covert Communication with
the Help of an Uninformed Jammer Achieves Positive Rate," Tamara Sobers,
Boulat A. Bash, Dennis Goeckel, Saikat Guha, and Don Towsley, Asilomar
2015 [ieeexplore]
[expanded arXiv]
- "Artificial Noise Generation
to Enhance LPD Throughput on AWGN Channels," Ramin Soltani, Boulat A.
Bash, Dennis Goeckel, Saikat Guha, and Don Towsley, Allerton
2014 [ieeexplore]
[arXiv]
- "LPD Communication when
the Warden Does Not Know When," Boulat A. Bash, Dennis Goeckel, and
Don Towsley, ISIT 2014 [ieeexplore]
[slides] [techreport]
[arXiv] [journal ieeexplore]
- "Quantum Noise Limited Optical
Communication with Low Probability of Detection," Boulat A. Bash, Saikat
Guha, Dennis Goeckel, and Don Towsley,
ISIT
2013 [ieeexplore]
[techreport]
[arXiv] [final journal
open
access]
- "Square Root Law for Communication
with Low Probability of Detection on AWGN Channels," Boulat A. Bash,
Dennis Goeckel, and Don Towsley, ISIT 2012
[ieeexplore]
[slides] [journal ieeexplore]
[expanded techreport]
[arXiv]
- "Clustering in Cooperative
Networks," Boulat A. Bash, Dennis Goeckel, Don Towsley, INFOCOM
Mini-conference 2011 [pdf]
[ieeexplore]
[slides] [expanded
techreport]
- "Informed Detour Selection
Helps Reliability,"
Boulat A. Bash, 12th IEEE Global
Internet Symposium (GI '09) [pdf]
[ieeexplore]
[slides ppt pdf]
- "Exact Distributed Voronoi
Cell Computation in Sensor Networks," Boulat A. Bash and Peter J. Desnoyers,
6th International
Conference on Information Processing in Sensor Networks (IPSN '07)
[pdf]
[acm portal]
- "Approximately Uniform Random
Sampling in Sensor Networks," Boulat A. Bash, John W. Byers and Jeffrey
Considine. 1st Workshop on Data
Management in Sensor Networks (DMSN '04) [ps]
[pdf] [slides ppt
pdf] [acm
portal]
Technical Reports:
- "Fundamental limits
of quantum-secure covert communication over bosonic channels,"
Michael S Bullock, Christos N Gagatsos, Saikat Guha, Boulat A Bash 2019
[arXiv]
- "Quantum Key Distribution
Using Multiple Gaussian Focused Beams," Boulat A. Bash, Nivedita Chandrasekaran,
Jeffrey H. Shapiro, Saikat Guha 2016 [arXiv]
Full
Curriculum Vitae
Research
I am primarily interested in
the information theoretic aspects of secure communication. My recent work
has been on covert or low probability of detection/intercept (LPD/LPI)
communication. Having derived the
fundamental limit to classical covert communication, I broadened the
result to quantum-secure
covert communications. We now seek to establish a framework for covert
networks.
Previously I did some work
on cooperative
routing in ad hoc wireless networks. I have also studied the path
failures in the Internet as well as distributed computational geometry
problems like Voronoi diagram computation
and determination of nodes on the convex hull of the network in the realm
of energy-constrained limited-range lossy wireless networks.
Students advised at the
University of Arizona (alphabetical by last name):
- Shakil Ahmed (Ph.D., ECE)
- Michael Bullock (B.S., ECE)
- Zihao Gong (Ph.D., ECE)
- Wenhua He (Ph.D., Optical
Sciences)
Previous life
My main research effort during
and immediately after college was in financial economics. The empirical
studies which I carried out required efficient design and implementation
of data analysis algorithms and dealing with gargantuan data sets. While
working as a research assistant for late
Prof. Kent Womack at the Tuck
School of Business at Dartmouth
College, I was interested in market microstructure-based long-term
initial public offering (IPO) returns predictors. In other words, I looked
at sequences of trades on stock exchange and tried to forecast returns
of IPOs. This work resulted in an SSRN
working paper.
When I joined Quantitative
Strategies Group in Investment Management Division at Goldman,
Sachs & Co. as an analyst, I conducted research into risk factors
in long-short portfolios and took major role in managing an experimental
long-short strategy.
Publication
- "Post-IPO Flipping and
Turnover: Predictive Factors for Long-Run Returns," Boulat A. Bash,
Social Science Research Network working paper 623502, May 2001, [ssrn
page] [local pdf]
Downloads
TAQAccess is a tool
to extract NYSE Transactions and Quotes
data into data structures convenient for analysis. It works on all
TAQ database CDs/DVDs from its inception in 1993 to present. The source
includes examples of using the data structures. Stable version. [taz]
[zip]
Excel models developed
for Tuck core MBA capital markets class: BondBuilder [xls],
FrontierBuilder [xls], and
BetaBuilder [xls].
Personal
I am fond of watching baseball,
and am a big fan of the Boston Red Sox.
The incomplete (through 2007) listing of the Red Sox (and their minor
league affiliates) games that I saw in person can be found here.
In the summer of 2010, I saw a game at all of the MiLB baseball parks
in New England.
I am also a Dartmouth and UMass
sports nut, in particular ice
hockey (and football, to a lesser extent). One of the things I wanted
to do before leaving Amherst is to see Dartmouth and UMass hockey games
at all of their respective league opponents' rinks. As of March 2015,
I've seen Dartmouth hockey play at all ECAC arenas, and UMass hockey at
all Hockey East arenas. At the Sacred Heart Pioneers men's home game against
Niagara Purple Eagles on January 3rd, 2016 I completed my tour of all
New England Division I hockey arenas. You can see which other sports venues
I have been to here.
Here are a couple of other
Red Sox and baseball resources:
My other hobbies include running,
swimming, listening to heavy metal, and visiting National
Parks Service sites. I've also enjoyed cross-country skiing before
moving to Arizona.
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