Cybersecurity and privacy risk assessment of point-of-care systems in healthcare: A use case approach

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Over the years, the U.S. Defense Advanced Research Projects Agency (DARPA) has conducted a number of prize competitions to spur innovations. A prize competition allows DARPA to establish an ambitious goal, which makes way for novel approaches from the public that might otherwise appear too risky to undertake by experts in a particular discipline.

Statutory authorities

In 1999, Congress provided prize competition authority to DARPA in the National Defense Authorization Act for Fiscal Year 2000 (P.L. 106–65), 10 U.S.C. § 4025, formerly 10 U.S.C. §2374a.[1] DARPA also conducts prize competitions under the America COMPETES Act. 15 U.S.C. § 3719.[2]

Recent prize competitions

DARPA 2004 Grand Challenge

DARPA Grand Challenge (2004 and 2005) was a prize competition to spur the development of autonomous vehicle technologies. The $1 million prize went unclaimed as no vehicles could complete the difficult desert route from Barstow, CA, to Primm, NV, on March 13, 2004. A year later, on October 8, 2005, the Stanford Racing Team won the $2 million prize during the second competition of the Grand Challenge in the desert Southwest near the California/Nevada state line.[3]

DARPA Urban Challenge (2007) required the competitors to build an autonomous vehicle capable of driving in traffic and performing complex maneuvers such as merging, passing, parking, and negotiating intersections. On November 3, 2007, the Carnegie Mellon Team won the $2 million prize, and its vehicle became the first autonomous vehicle that interacted with both manned and unmanned vehicle traffic in an urban environment.[4]

DARPA 2009 Red Balloon Challenge

DARPA Network Challenge (Red Balloon Challenge) (2009) explored the roles that the Internet and social networking play in solving broad-scope, time-critical problems. On December 5, 2009, the Massachusetts Institute of Technology team won $40,000 by locating the ten moored, eight-foot, red weather balloons at ten places in the United States within seven hours.[5][6]

DARPA Digital Manufacturing Analysis, Correlation and Estimation Challenge (DMACE) (2010) was a three-month contest to showcase the potential of digital manufacturing of advanced materials. The University of California at Santa Barbara team won a $50,000 prize for crushing 180 digitally manufactured (DM) titanium mesh spheres with the most accurate predictive model of the components’ properties.[7][8]

DARPA Shredder Challenge (2011) was to identify and assess potential capabilities and vulnerabilities to sensitive information in the national security community. Participating teams must download the images of the documents shredded into more than 10,000 pieces from the Challenge website, reconstruct the documents, and solve the five puzzles.[9] Of almost 9,000 teams, the San Francisco-based All Your Shreds Are Belong to U.S.’ team won the $50,000 prize.[9][10]

DARPA UAVForge Challenge (2011-2012) was to build and test a user-intuitive, backpack-portable unmanned aerial vehicle (UAV) that could quietly fly in and out of critical environments to conduct sustained surveillance for up to three hours. The $100,000 prize was not claimed because none of the 140 teams met the technical matrix.[11][12]

DARPA Cash for Locating & Identifying Quick Response Codes (CLIQR) Quest Challenge (2012) explored the role the Internet and social media played in the timely communication, wide-area team-building, and urgent mobilization required to solve broad scope, time-critical problems. The challenge offered $40,000 to the first individual or team that could locate seven posters appearing in U.S. cities bearing the DARPA logo and a quick response code (QR) within 15 days. No team found and submitted all seven codes.[13][14][15]

DARPA Fast Adaptable Next-Generation Ground Vehicle (FANG) Challenge (2012-2013) was to use three competitions for the design of an infantry fighting vehicle, culminating in prototypes. In April 2013, DARPA awarded US$1 million to a three-man team during the first competition. DARPA decided not to proceed with the second and third competitions as originally planned and transitioned the technologies to the defense and commercial industry through the Digital Manufacturing and Design Innovation Institute (DMDII).[16][17][18]

DARPA Spectrum Challenge (2013-2014) sought to demonstrate how a software-defined radio can use a given communication channel in the presence of other users and interfering signals. Three teams emerged as the overall winners, winning a total of $150,000 in prizes.[19]

DARPA Chikungunya (CHIKV) Challenge (2014-2015) was a health-related effort to develop the most accurate predictions of CHIKV cases for all Western Hemisphere countries and territories between September 2014 and March 2015. On May 12, 2015, DARPA awarded $500,000 in prizes to the 11 winners of the competition during a scientific review[20][21]

DARPA Robotics Challenge (DRC) (2013-2015) aimed to develop semi-autonomous ground robots that could do "complex tasks in dangerous, degraded, human-engineered environments."[22] A South Korean team won the first prize of $2 million, and two U.S. teams won $1 million and $500,000 as second and third winners.[23]

DARPA Cyber Grand Challenge (CGC) (2014 - 2016) was to “create automatic defensive systems capable of reasoning about flaws, formulating patches and deploying them on a network in real time.”[24] The top three winners were awarded prizes of $2 million, $1 million, and $750,000, respectively.[25]

DARPA Spectrum Collaboration Challenge (SC2) (2016-2019) aimed to encourage the development of AI-enabled wireless networks to “ensure that the exponentially growing number of military and civilian wireless devices would have full access to the increasingly crowded electromagnetic spectrum.”[26] A team from the University of Florida won the overall top prize of US$2 million at the final SC2 competition.[27]

DARPA Subterranean (SubT) Challenge (2017-2021) was to develop robotic technologies to map, navigate, search and exploit complex underground environments.[28] The first-place winners of the system final competition and of the virtual final competition were awarded $2 million and $750,000, respectively, with multiple prizes awarded to the second and third-place winners.[29]

DARPA Launch Challenge (2018-2020) was a $12 million satellite launch challenge to demonstrate responsive and flexible space launch capabilities from the small launch providers and was to culminate in two separate launch competitions where the competitors must launch a satellite to low Earth orbit (LEO) within days of each other at different locations in the United States.[30][31] The competition ended without a winner.[32]

DARPA Forecasting Floats in Turbulence (FFT) Challenge (2021) was to spur technologies that could predict the location of sea drifters or floats in a prospect of 10 days.[33] DARPA awarded $25,000 for first place, with prizes of $15,000 and $10,000 for second place and third place.[34]

DARPA Triage Challenge (2023 – present) is to spur the development of novel physiological features for medical triage, with a total prize money of $7 million.[35][36]

DARPA Artificial Intelligence Cyber Challenge (AIxCC) (2023–present) is a two-year challenge and asks competitors to design novel AI systems to secure critical software code on which Americans rely. The total prize money is $29.5 million.[37][38] In March 2024, the Advanced Research Projects Agency for Health (ARPA-H) partnered with DARPA, contributing an additional $20 million to the competition's prize pool to address software vulnerabilities in medical devices, hospital IT, and biotech equipment.[39] AIxCC collaborates with Google, Microsoft, OpenAI, Anthropic, Linux Foundation, Open Source Security Foundation, Black Hat USA, and DEF CON, all of which provide AIxCC with access to large language models.[40][41] In August 2024, AIxCC held the semifinal at DEF CON in Las Vegas.[42] DARPA and ARPA-H tested all 42 submissions by running them through various open-source coding projects with deliberately injected vulnerabilities and scored the tools based on their effectiveness in identifying and fixing security flaws.[43] Seven teams, each winning $2 million in the semifinals, will compete in the final round of the AIxCC at next year's DEF CON conference.[43]

See also

References

  1. ^ "10 U.S. Code § 4025 - Prizes for advanced technology achievements". LII / Legal Information Institute. Retrieved 2023-12-20.
  2. ^ "15 U.S. Code § 3719 - Prize competitions". LII / Legal Information Institute. Retrieved 2023-12-20.
  3. ^ "The Grand Challenge". darpa.mil. Retrieved January 7, 2024.
  4. ^ "DARPA Urban Challenge". darpa.mil. Retrieved December 19, 2023.
  5. ^ "Red Balloon Challenge". darpa.mil. Retrieved January 7, 2024.
  6. ^ "MIT wins $40,000 prize in nationwide balloon-hunt contest - CNN". 2012-01-20. Archived from the original on 2012-01-20. Retrieved 2024-01-07.
  7. ^ "DARPA Announces the Digital Manufacturing Analysis, Correlation and Estimation (DMACE) Challenge - National Center For Simulation". 2010-11-10. Retrieved 2023-12-20.
  8. ^ "DARPA Challenge | ORNL". www.ornl.gov. Retrieved 2024-01-07.
  9. ^ a b DARPA. "Shredder Challenge solved". phys.org. Retrieved 2024-01-07.
  10. ^ Orlin, Jon (2011-12-02). ""All Your Shreds Are Belong to U.S." Wins $50,000 DARPA Shredder Challenge". TechCrunch. Retrieved 2024-01-07.
  11. ^ Drummond, Katie. "Failure to Launch: Darpa's Drone Contest Ends Unconquered". Wired. ISSN 1059-1028. Retrieved 2023-12-20.
  12. ^ "Challenge announced for creating new, small unmanned flying machine". darpa.mil. Archived from the original on 2011-05-29. Retrieved January 7, 2024.
  13. ^ "DARPA CLIQR Quest Challenge Underway » CCC Blog". 2012-03-03. Retrieved 2023-12-20.
  14. ^ "The DARPA Challenge That Didn't Go Viral » CCC Blog". 2012-03-22. Retrieved 2024-01-07.
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  18. ^ OuinetAdmin (2014-02-05). "DARPA Releases Adaptive Vehicle Make Technologies". Defense aerospace. Retrieved 2024-01-07.
  19. ^ "2014/04/02 Spectrum Challenge Final Event Helps Pave the Way for More Robust, Resilient and Reliable Radio Communications". 2014-07-14. Archived from the original on 2014-07-14. Retrieved 2024-01-07.
  20. ^ Del Valle, Sara Y.; McMahon, Benjamin H.; Asher, Jason; Hatchett, Richard; Lega, Joceline C.; Brown, Heidi E.; Leany, Mark E.; Pantazis, Yannis; Roberts, David J.; Moore, Sean; Peterson, A Townsend; Escobar, Luis E.; Qiao, Huijie; Hengartner, Nicholas W.; Mukundan, Harshini (2018). "Summary results of the 2014-2015 DARPA Chikungunya challenge". BMC Infectious Diseases. 18. doi:10.1186/s12879-018-3124-7. hdl:1808/26492.
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  22. ^ "DARPA ROBOTICS CHALLENGE (DRC)". darpa.mil. Archived from the original on 2013-01-20. Retrieved January 7, 2024.
  23. ^ "Robots from Republic of Korea and United States take home $3.5 million in prizes". darparoboticschallenge.org. Archived from the original on 2016-04-28. Retrieved January 7, 2024.
  24. ^ "Cyber Grand Challenge (CGC)". darpa.mil. Retrieved January 7, 2024.
  25. ^ Atherton, Kelsey D. (2016-08-05). "DARPA's Cyber Grand Challenge Ends In Triumph". Popular Science. Retrieved 2024-01-07.
  26. ^ "Spectrum Collaboration Challenge (SC2)". darpa.mil. Retrieved January 7, 2024.
  27. ^ "Winning the DARPA Spectrum Collaboration Challenge - IEEE Future Networks webinar". IEEE. 2020-01-15. Retrieved 2023-12-20.[dead link]
  28. ^ "DARPA SubT Final Competition". Open Robotics. Retrieved 2023-12-20.
  29. ^ "Team CERBERUS and Team Dynamo Win DARPA Subterranean Challenge Final Event". darpa.mil. Retrieved January 7, 2024.
  30. ^ "DARPA Launch Challenge". darpa.mil. Retrieved January 7, 2024.
  31. ^ "FCC Filing Confirms Final Contestant in DARPA's $12 Million Satellite Launch Challenge - IEEE Spectrum". IEEE. Retrieved 2023-12-20.
  32. ^ Foust, Jeff (2020-03-03). "DARPA Launch Challenge ends without winner". SpaceNews. Retrieved 2024-01-07.
  33. ^ Martin, Nichols (2021-09-27). "New DARPA Competition Seeks Predictive Models for Sea Drifters". Retrieved 2023-12-20.
  34. ^ "DARPA Announces Forecasting Floats in Turbulence Challenge Winners". Space Daily. Retrieved 2024-01-07.
  35. ^ Vincent, Brandi (2022-11-17). "DARPA wants sensors, algorithms and robots to inform medical triage for mass casualties". DefenseScoop. Retrieved 2024-03-23.
  36. ^ "DARPA Triage Challenge | Home". triagechallenge.darpa.mil. Retrieved 2023-12-20.
  37. ^ Gill, Jaspreet (2023-08-09). "DARPA, White House launch $20M AI, cybersecurity challenge". Breaking Defense. Retrieved 2024-03-23.
  38. ^ "AIxCC". aicyberchallenge.com. 2023-08-04. Retrieved 2023-12-20.
  39. ^ Petersen, Jerry (March 22, 2024). "Partnership Between DARPA & ARPA-H on Cybersecurity Competition Turns Spotlight on Healthcare Infrastructure". executivegov.com. Retrieved March 23, 2024.
  40. ^ DiNardo, Georgina (March 27, 2024). "DARPA official outlines what a winning AI Cyber Challenge system could look like". Inside Defense. Retrieved March 29, 2024.
  41. ^ "aicyberchallenge.com". Retrieved 2024-03-30.
  42. ^ Vigliarolo, Brandon (August 15, 2024). "DARPA, ARPA-H award $14m to 7 AIxCC semifinalists, with a catch". The Register. Retrieved August 17, 2024.
  43. ^ a b Sabin, Sam (Aug 13, 2024). "Inside the U.S. competition to create AI security tools". Axios. Retrieved August 17, 2024.