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Conference on Secure and Trustworthy Machine Learning

Announcing: the #SaTML2027 competitions and workshops! We have an amazing lineup of two competitions and four workshops. The workshops will be on May 3, ahead of the conference that runs May 3-6 in Reykjavik, Iceland. Read on to learn more about the competitions and workshops!

Conference on Secure and Trustworthy Machine Learning

@satml.org

#SaTML2027 will have two competitions: 1. LatentArena: tests representation-level safety monitors. An ensemble of monitors covers a variety of harmful-behaviour categories. Two phases, first infer monitor behaviour, then try to evade it. Website forthcoming.

7/10/26, 6:23 pm0 reposts0 likes

Conference on Secure and Trustworthy Machine Learning

@satml.org

2. Ravensport: How much warning can ML give before a cyberattack? Can an agent mitigate attacks without disrupting operations? Participants monitor and defend a realistic infrastructure as multi-stage attacks unfold. github.com/alan-turing-...

github.comGitHub - alan-turing-institute/Ravensport-Competition: Ravensport competition for SatML 2027: Actionable Detection and Autonomous Mitigation in CNIRavensport competition for SatML 2027: Actionable Detection and Autonomous Mitigation in CNI - alan-turing-institute/Ravensport-Competition

Conference on Secure and Trustworthy Machine Learning

@satml.org

#SaTML2027 also has four workshops: 1. New AdvML-Frontiers: Human Centered Trustworthy Machine Learning. Focused on understanding which risks lead to real-world harm or which protections are truly needed. advml-frontier.github.io/satml2027/

advml-frontier.github.ioHuman-Centered Trustworthy Machine Learning @ SaTML 2027An interdisciplinary workshop on human-centered research for trustworthy machine learning.

Conference on Secure and Trustworthy Machine Learning

@satml.org

2. MIRROR: Meta-science in AI Security Research. How can our community conduct more reliable & reproducible research? Looking in 3 dir: backwards (where past research goes wrong), forwards (good research practices), inwards (how do LLMs affect research?) mirror-workshop.io

mirror-workshop.ioMIRROR 2027 · Meta-Science in AI Security ResearchA half-day workshop at IEEE SaTML 2027 on how we do AI security research, and how to do it better. Call for lightning talks open.

Conference on Secure and Trustworthy Machine Learning

@satml.org

3. WICE: Workshop on Incentives and Contribution Evaluation. Exploring contribution evaluation and incentives in collaborative learning settings. wice-satml.github.io

wice-satml.github.ioWICE-SaTML homepageWorkshop information, call for papers, and important dates for WICE, co-located with SaTML 2027.