Trojan Detection Challenge - Detection Track

Organized by mmazeika - Current server time: Dec. 21, 2024, 3:08 p.m. UTC
Reward $50,000

First phase

Validation
July 19, 2022, midnight UTC

End

Competition Ends
Nov. 5, 2022, midnight UTC

Validation

Start: July 19, 2022, midnight

Description: In this phase, participants can submit predictions for whether the validation set networks are Trojaned. Submissions will be evaluated on the held-out validation labels. This leaderboard does not determine the final ranking and is primarily for developing detection algorithms and comparing to other participants and the baseline detectors. Participants can make 5 submissions per day. All leaderboard metrics are percentages.

Test

Start: Oct. 17, 2022, midnight

Description: In this phase, participants can submit predictions for whether the test set networks are Trojaned. Submissions will be evaluated on the held-out test labels. This leaderboard determines the final rankings used for awarding prizes. Participants can make 5 submissions total. All leaderboard metrics are percentages.

~intermission~

Start: Oct. 24, 2022, midnight

Description: This is a placeholder phase before the Final Round.

Final Round

Start: Nov. 2, 2022, midnight

Description: In this phase, participants can use their newly-developed Trojan detectors to submit predictions for whether the Final Round networks are Trojaned. These networks are trained with the winning submission to the Evasive Trojans Track. Submissions will be evaluated on held-out test labels. This leaderboard determines the final rankings used for awarding prizes and is not intended for developing new detectors. Participants can make 5 submissions total. All leaderboard metrics are percentages.

Competition Ends

Nov. 5, 2022, midnight

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