Hall of fame
The results of the evaluation of the submitted attacks on the private database are published on this page.
Participants
This is a list of all participants for the second edition of the DPA contest. The list is sorted by submission date.
- Thanh-Ha LE (MORPHO, France): 2 attacks
- Maël BERTHIER (MORPHO, France): 1 attack
- Alexis BONNECAZE (IML, ERISCS, France): 6 attacks
- Jeremy ABIHSSIRA & Celine THUILLET (EADS Defence & Security, France): 1 attack
- Daisuke NAKATSU (University of Electro-Communications, Japan): 1 attack
- Antoine WURCKER (UNILIM, Faculte des Sciences et Techniques de Limoges, France): 2 attacks
- Edgar MATEOS (University of Waterloo, Canada): 1 attack
- Matthieu WALLE (Thales Communications, France): 4 attacks
For the second sumbission period:
- Olivier MEYNARD (Télécom ParisTech, France): 3 attacks
- Shiqian WANG (Morpho, France): 1 attack
- Maël BERTHIER (MORPHO, France): 4 attacks
- Victor LOMNÉ (ANSSI, France): 1 attack
- Aziz EL AABID (Télécom ParisTech, France): 1 attack
After the end of the contest:
- Annelie Heuser, Michael Kasper, Werner Schindler, Marc Stöttinger (CASED (research group CASCADE), TU Darmstadt, Fraunhofer SIT, Bundesamt für Sicherheit in der Informationstechnik (BSI), Germany): 2 attacks
Results
A first version of the temporary results is available from the slides presented at the rump-session of CHES'2010: Slideshow.
The final results were presented at COSADE 2011 during the DPA contest special session (slideshow).
Ranking
GSR stable above 80%
First submission period
- Matthieu WALLE (Thales Communications), attack 7T: 7,061 (+ his 3 other attacks)
- Maël BERTHIER (MORPHO), attack CPA: 15,943
- Alexis BONNECAZE (IML, ERISCS), attack SPE: 18,458
First & second submission period
- Matthieu WALLE (Thales Communications), attack 7T: 7,061 (+ his 3 other attacks)
- Victor LOMNÉ (ANSSI), attack Recursive CPA: 10,666
- Maël BERTHIER & Yves BOCKTAELS (MORPHO), attack CPA AP SBOX PRD2: 10,796
All time (including after the end of the contest)
- Annelie Heuser, Michael Kasper, Werner Schindler, Marc Stöttinger (CASED (research group CASCADE); TU Darmstadt, Fraunhofer SIT, Bundesamt für Sicherheit in der Informationstechnik (BSI)), Stochastic attack (stochastic approach): 3,589 (+ 1 other attack)
- Matthieu WALLE (Thales Communications), attack 7T: 7,061 (+ his 3 other attacks)
- Victor LOMNÉ (ANSSI), attack Recursive CPA: 10,666
Min PSR stable above 80%
First submission period
- Matthieu WALLE (Thales Communications), attack 9T: 5,890 (+ his 3 other attacks)
- Alexis BONNECAZE (IML, ERISCS), attack SPE: 12,318
- Antoine WURCKER (UNILIM), attack A: 12,631
First & second submission period
- Matthieu WALLE (Thales Communications), attack 9T: 5,890 (+ his 3 other attacks)
- Maël BERTHIER & Yves BOCKTAELS (MORPHO), attack CPA AP SBOX PRD2: 7,510 (+ 1 of their other attacks)
- Olivier MEYNARD (Télécom ParisTech), attack A5: 8,835
All time (including after the end of the contest)
- Annelie Heuser, Michael Kasper, Werner Schindler, Marc Stöttinger (CASED (research group CASCADE); TU Darmstadt, Fraunhofer SIT, Bundesamt für Sicherheit in der Informationstechnik (BSI)), Stochastic attack (stochastic approach): 2,748 (+1 other attack)
- Matthieu WALLE (Thales Communications), attack 9T: 5,890 (+ his 3 other attacks)
- Maël BERTHIER & Yves BOCKTAELS (MORPHO), attack CPA AP SBOX PRD2: 7,510 (+ 1 of their other attacks)
Max PGE stable below 10
First submission period
- Matthieu WALLE (Thales Communications), attack 7T: 3,388 (+ his 3 other attacks)
- Antoine WURCKER (UNILIM), attack A: 4,192 (+ his other attack)
- Maël BERTHIER (MORPHO), attack CPA: 4,706
First & second submission period
- Maël BERTHIER & Yves BOCKTAELS (MORPHO), attack CPA AP SBOX: 2,767 (+ 1 of their other attacks)
- Matthieu WALLE (Thales Communications), attack 7T: 3,388 (+ his 3 other attacks)
- Antoine WURCKER (UNILIM), attack A: 4,192 (+ his other attack)
All time (including after the end of the contest)
- Annelie Heuser, Michael Kasper, Werner Schindler, Marc Stöttinger (CASED (research group CASCADE); TU Darmstadt, Fraunhofer SIT, Bundesamt für Sicherheit in der Informationstechnik (BSI)), Stochastic attack (stochastic approach): 1,356 (+1 other attack)
- Maël BERTHIER & Yves BOCKTAELS (MORPHO), attack CPA AP SBOX: 2,767 (+ 1 of their other attacks)
- Matthieu WALLE (Thales Communications), attack 7T: 3,388 (+ his 3 other attacks)
Details
| Attack | GSR > 80% | Min PSR > 80% | Max PGE < 10 | GSR stable > 80% | Min PSR stable > 80% | Max PGE stable < 10 | GSR @20k | Min PSR @20k | Max PSR @20k | Min PGE @20k | Max PGE @20k | Time/Trace |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Reference Attack Sylvain Guilley Télécom ParisTech Full report (PDF) |
F | 13,876 | F | F | 15,316 | F | 0.53 | 0.81 | 1.00 | 1.00 | 40.25 | 1.10 s |
| Template Attack Aziz El Aabid Télécom ParisTech Full report (PDF) |
F | F | F | F | F | F | 0.19 | 0.35 | 1.00 | 1.00 | 37.84 | 0.05 s |
| Alexis Bonnecaze IML, ERISCS Attack DPA Full report (PDF) |
F | F | 9,561 | F | F | 9,629 | 0.41 | 0.75 | 1.00 | 1.00 | 1.72 | < 0.01 s |
| Alexis Bonnecaze IML, ERISCS Attack SPE Full report (PDF) |
17,340 | 11,818 | 5,908 | 18,458 | 12,318 | 6,262 | 0.88 | 0.94 | 1.00 | 1.00 | 1.06 | 0.83 s |
| Alexis Bonnecaze IML, ERISCS Attack VAR Full report (PDF) |
F | F | 18,938 | F | F | 19,631 | 0.53 | 0.69 | 1.00 | 1.00 | 9.16 | < 0.01 s |
| Alexis Bonnecaze IML, ERISCS Attack VDPA Full report (PDF) |
F | F | 15,191 | F | F | 17,646 | 0.25 | 0.53 | 1.00 | 1.00 | 5.22 | < 0.01 s |
| Alexis Bonnecaze IML, ERISCS Attack CVM Full report (PDF) |
F | F | 15,516 | F | F | 17,526 | 0.44 | 0.69 | 1.00 | 1.00 | 6.56 | 0.31 s |
| Antoine Wurcker UNILIM: Faculte des Sciences et Techniques de Limoges Attack A Full report (PDF) |
13,474 | 11,501 | 4,179 | 19,858 | 12,631 | 4,192 | 0.81 | 0.88 | 1.00 | 1.00 | 1.16 | 0.25 s |
| Antoine Wurcker UNILIM: Faculte des Sciences et Techniques de Limoges Attack B Full report (PDF) |
F | 11,525 | 4,179 | F | 12,866 | 4,192 | 0.69 | 0.88 | 1.00 | 1.00 | 1.16 | 0.25 s |
| Edgar Mateos Electrical and Computer Engineering Department University of Waterloo - Canada Full report (PDF) |
F | F | 5,994 | F | F | 5,994 | 0.59 | 0.78 | 1.00 | 1.00 | 3.41 | < 0.01 s |
| Matthieu Walle Thales Communications Attack 7F Full report (PDF) |
8,563 | 5,546 | 3,388 | 9,384 | 6,046 | 3,388 | 0.94 | 0.94 | 1.00 | 1.00 | 1.09 | 0.07 s |
| Matthieu Walle Thales Communications Attack 7T Full report (PDF) |
6,704 | 5,408 | 3,388 | 7,061 | 6,028 | 3,388 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 0.03 s |
| Matthieu Walle Thales Communications Attack 9F Full report (PDF) |
8,567 | 5,957 | 3,404 | 9,479 | 7,449 | 3,442 | 0.94 | 0.94 | 1.00 | 1.00 | 1.09 | 0.07 s |
| Matthieu Walle Thales Communications Attack 9T Full report (PDF) |
7,094 | 5,827 | 3,404 | 7,367 | 5,890 | 3,442 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 0.04 s |
| Maël Berthier MORPHO Attack CPA Full report (PDF) |
15,071 | 9,630 | 4,088 | 15,943 | 12,800 | 4,706 | 0.88 | 0.94 | 1.00 | 1.00 | 1.06 | 4.52 s |
| Thanh-Ha Le MORPHO Attack MI cumulant 4th order Full report (PDF) |
F | 12,148 | 7,475 | F | 19,969 | 9,266 | 0.68 | 0.82 | 1.00 | 1.00 | 1.74 | 8.77 s |
| Thanh-Ha Le MORPHO Attack MI cumulant Full report (PDF) |
15,764 | 11,368 | 6,828 | 18,730 | 13,205 | 7,444 | 0.88 | 0.91 | 1.00 | 1.00 | 1.44 | 7.24 s |
Second submission period
| Attack | GSR > 80% | Min PSR > 80% | Max PGE < 10 | GSR stable > 80% | Min PSR stable > 80% | Max PGE stable < 10 | GSR @20k | Min PSR @20k | Max PSR @20k | Min PGE @20k | Max PGE @20k | Time/Trace |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Olivier Meynard Télécom ParisTech Frequency domain (2nd attack) Full report (PDF) |
F | F | 13,161 | F | F | 15,421 | 0.53 | 0.72 | 1.00 | 1.00 | 3.53 | 0.14 s |
| Victor Lomné ANSSI Recursive CPA Full report (PDF) |
10,666 | 9,492 | 4,840 | 10,666 | 9,492 | 6,053 | 0.97 | 0.97 | 1.00 | 1.00 | 1.09 | 0.13 s |
| Olivier Meynard Télécom ParisTech Correlation product Full report (PDF) |
F | F | 7,213 | F | F | 10,438 | 0.53 | 0.78 | 1.00 | 1.00 | 2.06 | < 0.01 s |
| Shiqian Wang MORPHO Attack S1 Full report (PDF) |
F | 15,900 | 10,200 | F | 16,500 | 11,400 | 0.72 | 0.91 | 1.00 | 1.00 | 1.19 | 2.71 s |
| Maël Berthier, Yves Bocktaels MORPHO Attack CPA AP Full report (PDF) |
15,490 | 10,738 | 4,962 | 17,941 | 11,607 | 4,995 | 0.88 | 0.94 | 1.00 | 1.00 | 1.06 | 4.43 s |
| Olivier Meynard Télécom ParisTech Correlation product Full report (PDF) |
15,421 | 8,164 | 4,614 | 17,932 | 13,186 | 6,975 | 0.91 | 0.94 | 1.00 | 1.00 | 1.41 | < 0.01 s |
| Maël Berthier, Yves Bocktaels MORPHO Attack CPA AP SBOX Full report (PDF) |
10,739 | 6,944 | 2,674 | 11,458 | 7,986 | 2,767 | 0.97 | 0.97 | 1.00 | 1.00 | 1.03 | 8.59 s |
| Maël Berthier, Yves Bocktaels MORPHO Attack CPA AP SBOX PRD Full report (PDF) |
10,453 | 8,672 | 7,413 | 11,520 | 10,000 | 7,489 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 5.78 s |
| Maël Berthier, Yves Bocktaels MORPHO Attack CPA AP SBOX PRD2 Full report (PDF) |
10,213 | 6,944 | 2,840 | 10,796 | 7,510 | 2,922 | 0.97 | 0.97 | 1.00 | 1.00 | 1.03 | 5.24 s |
| Olivier Meynard Télécom ParisTech Correlation product v3 Full report (PDF) |
10,772 | 7,426 | 4,439 | 12,877 | 8,835 | 5,451 | 0.94 | 0.97 | 1.00 | 1.00 | 1.19 | < 0.01 s |
| Template Attack v2 Aziz El Aabid Télécom ParisTech Full report (PDF) |
F | F | F | F | F | F | 0.59 | 0.66 | 1.00 | 1.00 | 27.59 | 0.05 s |
After second submission period
| Attack | GSR > 80% | Min PSR > 80% | Max PGE < 10 | GSR stable > 80% | Min PSR stable > 80% | Max PGE stable < 10 | GSR @20k | Min PSR @20k | Max PSR @20k | Min PGE @20k | Max PGE @20k | Time/Trace |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
Annelie Heuser, Michael Kasper, Werner Schindler, Marc Stöttinger CASED (research group CASCADE); TU Darmstadt, Fraunhofer SIT, Bundesamt für Sicherheit in der Informationstechnik (BSI), Germany Stochastic attack (stochastic approach) Full report (PDF) |
5,571 | 4,358 | 1,894 | 6,729 | 4,358 | 1,894 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 0.36 s |
|
Annelie Heuser, Michael Kasper, Werner Schindler, Marc Stöttinger CASED (research group CASCADE); TU Darmstadt, Fraunhofer SIT, Bundesamt für Sicherheit in der Informationstechnik (BSI), Germany Stochastic attack (stochastic approach) v2 Full report (PDF) |
3,589 | 2,683 | 1,356 | 3,589 | 2,748 | 1,356 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 0.52 s |
Key
- GSR > 80%: Number of traces for the Global Success Rate to be above 80% (F: the attack failed to reach this rate with 20,000 traces)
- Min PSR > 80%: Number of traces for the minimum Partial Success Rate to be above 80% (F: the attack failed to reach this rate with 20,000 traces)
- Max PGE < 10: Number of traces for the maximum Partial Guessing Entropy to be below 10 (F: the attack failed to reach this rate with 20,000 traces)
- GSR stable > 80%: Number of traces for the Global Success Rate to be stable above 80% (F: the attack failed to reach this rate with 20,000 traces)
- Min PSR stable > 80%: Number of traces for the minimum Partial Success Rate to be stable above 80% (F: the attack failed to reach this rate with 20,000 traces)
- Max PGE stable < 10: Number of traces for the maximum Partial Guessing Entropy to be stable below 10 (F: the attack failed to reach this rate with 20,000 traces)
- GSR @20k: Global Success Rate after 20,000 traces
- Min PSR @20k: Minimum Partial Success Rate after 20,000 traces
- Max PSR @20k: Maximum Partial Success Rate after 20,000 traces
- Min PGE @20k: Minimum Partial Guessing Entropy after 20,000 traces
- Max PGE @20k: Maximum Partial Guessing Entropy after 20,000 traces
- Time/Trace: Mean time per trace
Previous edition
The hall of fame for the first edition (2008-2009) of the DPA contest is still available on the Hall of Fame (v1) page.