DARPA Shredder Challenge 2011
was a prize competition for exploring methods to reconstruct documents shredded by a variety of
paper shredding
techniques. The aim of the challenge was to "assess potential capabilities that could be used by the U.S. warfighters operating in war zones, but might also identify vulnerabilities to sensitive information that is protected by shredding practices throughout the U.S. national security community".
[1]
The competition was sponsored by the
Defense Advanced Research Projects Agency
(DARPA), a research organization of the
United States
Department of Defense
.
[2]
Congress
authorized DARPA to award cash prizes to further DARPA’s mission to sponsor revolutionary, high-payoff research that bridges the gap between fundamental discoveries and their use for national security.
As an example, solution of puzzle 2 from the DARPA Shredder Challenge.
Under the rules of the competition, the $50,000 challenge award would be granted to the first team to submit the answers to questions relating to a hidden mystery. The mystery verified that the team was able to extract meaningful intelligence from the page that was thought destroyed. The secret answers could be acquired by reconstructing five individual puzzles that were created by shredding one or more single-sided hand-written documents.
[2]
In addition to the Shredder Challenge, DARPA has also conducted
prize competitions
in other areas of technology.
Winning team
[
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]
Nearly 9,000 teams participated
[3]
[4]
[5]
between 12:00PM EDT on October 27, 2011, and the deadline of 11:59PM EST on December 4, 2011,
[2]
with the San Francisco-based team "All Your Shreds are Belong to U.S." winning the competition three days ahead of schedule.
[6]
[7]
[8]
The team used a combination of techniques to solve the puzzles: custom-coded computer-vision algorithms were created to suggest fragment pairings to human assemblers for verification.
[5]
The eight-person team led by a technology entrepreneur
Otavio Good
also included Keith Walker, Winnie Tong, Luke Alonso, Zina Tebaykina, and Sohana Ahmed with two more persons joining to help in the end.
[3]
The team's three programmers had strong image-processing skills that enabled them to win this challenge: at the time of DARPA Shredder Challenge 2011, Otavio Good was leading the development of the visual translation tool
Word Lens
, Luke Alonso was a developer of the mobile phone application "Cabana", and Keith Walker was a programmer working on a satellite software at
Lockheed Martin
.
[4]
Approximately 600 worker-hours were dedicated by the team to reconstruct five documents shredded into more than 10,000 pieces.
[5]
[7]
[9]
According to Good, the team's name was based on an
Internet meme
"
All your base are belong to us
".
[3]
Other teams
[
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]
Second placed team, "Schroddon", was composed just of husband and wife Marianne and Don Engel living in
Baltimore
, Maryland.
[10]
In contrast to the winning team, Schroddon used a human-assisted algorithm that the couple created. Both physicists, Marianne used her background in cryptography and Don used his background in computer science.
[11]
The couple was ranked first from November 14 until November 18, 2011.
University of California, San Diego
(UCSD) reconstructed three puzzles through an online crowdsourcing approach, but their work-in-progress was repeatedly sabotaged.
[12]
[13]
Top performing teams
[
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]
In the final standings,
[14]
the top 10 teams reported are:
Place
|
Name
|
Points
|
1
|
All Your Shreds are Belong to U.S.
|
50
|
2
|
Schroddon
|
30
|
3
|
wasabi
|
26
|
4
|
MKI
|
22
|
5
|
mmvd
|
22
|
6
|
UCSD
|
22
|
7
|
Craig Landrum
|
19
|
8
|
mkelly
|
19
|
9
|
Icandoit
|
19
|
10
|
Goldsong
|
17
|
See also
[
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]
References
[
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]
- ^
Geller, Tom (August 2012).
"DARPA Shredder Challenge Solved"
. Communications of the ACM
. Retrieved
2022-02-17
.
- ^
a
b
c
"DARPA's Shredder Challenge Rules"
.
DARPA
. Archived from
the original
on February 21, 2013
. Retrieved
May 20,
2013
.
- ^
a
b
c
Walker, Richard (December 20, 2011).
"How 8 Enthusiasts Beat 9,000 Teams To Solve DARPA's 'Shredder' Challenge"
.
AOL Government
. Archived from
the original
on April 28, 2012
. Retrieved
January 1,
2012
.
- ^
a
b
Aron, Jacob (December 3, 2011).
"DARPA's Shredder Challenge has been solved"
.
New Scientist
. Retrieved
January 1,
2012
.
- ^
a
b
c
Drummond, Katie (December 2, 2011).
"Programmers Shred Pentagon's Paper Puzzle Challenge"
.
Wired
. Retrieved
December 5,
2011
.
- ^
"DARPA's Shredder Challenge Solved"
. DARPA. Archived from
the original
on December 4, 2011
. Retrieved
December 5,
2011
.
- ^
a
b
Orlin, Jon (December 2, 2011).
"
"All Your Shreds Are Belong to U.S." Wins $50,000 DARPA Shredder Challenge"
.
TechCrunch
. Retrieved
January 1,
2012
.
- ^
Bingham, Amy (December 2, 2011).
"Calif. Programmers Win $50K in Pentagon's Un-Shredding Contest"
.
ABC News
. Retrieved
January 1,
2012
.
- ^
Dillow, Clay (December 5, 2011).
"DARPA's Impossible-Sounding Shredder Challenge is Already Solved"
.
Popular Science
. Retrieved
January 1,
2012
.
- ^
Ruediger, Nicole (Winter 2012).
"Puzzle Pair"
. UMBC. Archived from
the original
on 2014-10-15.
- ^
"UMBC Team Places Second in the DARPA Shredder Challenge"
. UMBC. 3 December 2011
. Retrieved
December 3,
2011
.
- ^
Harris, Mark (February 9, 2015).
"How a Lone Hacker Shredded the Myth of Crowdsourcing"
. Retrieved
2022-02-17
.
- ^
Rahwan, Iyad (October 2, 2014).
"How Crowdsourcing Turned On Me"
. Nautil.us
. Retrieved
2022-02-17
.
- ^
"DARPA Shredder Challenge 2011 Final Standings"
. DARPA. Archived from
the original
on February 21, 2013
. Retrieved
May 20,
2013
.
External links
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]