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Do you want to understand why your #deeplearning system misbehaves? Our #testing approach to explore and represent the feature space of DL systems will be presented at ISSTA Conference. Co-autored by Tahereh Zohdinasab, Alessio Gambi and Paolo Tonella. Software Institute USI Faculty of Informatics

I am honoured to be among the #ERC10kGrantees. The European Research Council (ERC) program gave me the opportunity to build the Precrime team. We are developing tools to quantify the uncertainty of AI components, predict and prevent misbehaviours, generate test cases. USI Faculty of Informatics Software Institute

When and Why Test Generators for #DeepLearning Produce Invalid Inputs? Our empirical study involving both automated and human validators was just accepted at @ICSEConf. Co-authored by Paolo Tonella. A result of pre-crime.eu. Software Institute

DL-based software testers may need to acquire new data with specific features observed in operation. DeepAtash, our latest test generator, can produce such inputs and will be presented at ISSTA Conference. Co-authored by yt, Tahereh Zohdinasab and Paolo Tonella. pre-crime.eu

☀ Hello #ICSE people! If you are looking for a beautiful summer school to send your students in September, check out #SIESTA2023 "Deus vs. Machina" at siesta.si.usi.ch/2023/ 😎 ICSE ICPC 2025 MSR 2025 #ICPC23 #ICPC2023 #MSR23 #MSR2023 #ICSE23 #ICSE2023

In case you missed my keynote at ICSE 2023 entitled "The Road Toward Dependable AI Based Systems" and are interested in the topic, here are the slides: slideshare.net/ptonella/the-r…

Different techniques for explaining misbehaviours of #DeepLearning based software produce dissimilar explanations. Our empirical comparison of low- and high-level explanations will be presented at ESEM Conference. Co-authored by yt, Tahereh Zohdinasab & Paolo Tonella. pre-crime.eu

I am going to present our focused test generator for #DeepLearning systems at ISSTA Conference. See you at 11:15 (Pacific Time), Room G10. You can find the slides here: p1ndsvin.github.io/assets/slides/…

📊 I'm going to share our empirical study on misbehavior explanations for #DeepLearning at ESEM Conference. It's statistically significant that you'll be there at 11:00 (Central Time) in Room Rhythms 3. Access the presentation slides here: p1ndsvin.github.io/assets/pdf/ese… #ESEM2023

Awesome time at the workshop's social event. Such a cool opportunity to connect with everyone after a day of learning. Let's see what the second day of the workshop brings!

Tahereh Zohdinasab talking about the DeepHyperion-UAV testing tool participating at the CPS-UAV testing tool competition at SBFT 2025 #UAV #Testing ICSE

Thrilled to announce the return of the UAV Testing Competition! 🚁 Join us at ICST Conference and SBFT 2025. Learn more: conf.researchr.org/track/icst-202… GitHub: github.com/skhatiri/UAV-T… Organized by: Sajad Khatiri, Prasun Saurabh, Tahereh Zohdinasab, Dmytro Humeniuk, Sebastiano Panichella.  

The recently accepted InnoGuard (EU) and SwarmOps (SNF) projects will welcome 4 PhD students in Software Engineering & Robotics. Apply to the positions by sending the documents indicated here seg.inf.unibe.ch/pages/jobs-mlo… to [email protected] [email protected]