📍New @ICSEconf paper! We hybridize driving simulators with #GenAI to expand ODD coverage for ADS testing. ✨Our approach improves diffusion models' diversity, temporal consistency & efficiency. 🔗 Paper: .💻 Code:

RT @DeepTestConf: DeepTest 2025 has just kicked off! Join us in Room 213, where Prof. Shiva Nejati is delivering a keynote titled 'Failures….

Honored to receive 2 TCSE Distinguished Paper Awards at @ICSTconf 🏆🏆 Grateful to my amazing co-authors & colleagues 🙌 #ICST2025

📍Multi-simulator virtual testing for autonomous vehicles 🚗 🤖. ✨ In our new paper we ensemble driving simulators to increase the trustworthiness of search-based test generation for ADAS. 🔗 Pre-print:

🚨 New Paper Alert: XAI-based Fuzzing for Deep Learning Testing! 🤖👁️. XMutant uses XAI to improve model-based test generation, boosting efficiency & effectiveness in detecting DL system failures (sentiment analysis, digit recognition, ADAS). 📖 Preprint:

📍 Our results suggest that probabilistic forecasting of safety metrics is effective for runtime monitoring. 📍 Temporal Fusion Transformer (TFT) stands out for accuracy & efficiency. 📖 Accepted and available online at @acm_tosem. 🔗

Interested in the #safety of #AI autonomous systems? Our new paper explores runtime monitoring via safety metric prediction, focusing on probabilistic temporal forecasting for #autonomous #driving & #aviation 🚗✈️🤖. Collab: @uOttawa 🇨🇦 @LeroCentre 🇮🇪 @fortiss @TU_Muenchen 🇩🇪

📢📢 Two papers accepted for #ICST2025 .@fortiss @TU_Muenchen .Congrats to all authors @stefanolambe H. Leonhard Maryam M. Biagiola @p1ndsvin. Thanks to the reviewers' feedback @ICSTconf consistently delivers high-quality reviews in the SoftEng community. Preprints coming soon📚

RT @ICSTconf: ⏳ The #ICST2025 Research Track paper deadline is fast approaching!.📅 Submit your abstract by Wed Sep 25, 2024, and full paper….

RT @ICSTconf: Are you doing a PhD in software testing, verification, and validation and looking for feedback or networking opportunities? C….

RT @matteocamilli: Working on testing 🧪 or analysis 📊 for AI-enabled systems? 🧠🤖 don't miss the chance to submit your work to our Special I….

RT @CoenDeRoover: July 1st AoE: abstract deadline for Engineering Track () & NIER Track ( o….

RT @CoenDeRoover: Abstracts for the Research Track of the 24th IEEE International Conference on Source Code Analysis and Manipulation (SCAM….

It was a pleasure to host @s_baltes (University of Bayreuth, former SAP), Alexander Berndt (University of Mannheim, SAP), and Martin Gruber (BMW) for a research visit @TU_Muenchen to engage in interesting discussions on testing practices between academia and industry

RT @vale_lenarduzzi: 6 days to submit your abstract @ieeescam. @tsigalko18 and I are waiting your contributions @CoenDeRoover @IEEEICSME.

Today @icstconference @stefanolambe and I will discuss the assessment and mitigation of the #realitygap and early system-level #failure #prediction for autonomous driving systems! . 📌 Session "Testing Autonomous Driving Systems" (Rooms 2 & 3) at 15:30 EST

📢 Working at the intersection of Artificial Intelligence and Automated Testing? 🤖📊🧠. One month left for submitting to our @JSSoftware Special Issue!. 📜 Deadline May 30, 2024.📣 CFP We are looking forward to your papers! 👏🥰. #AI #Testing #SE4AI.

Work by M. Biagiola @p1ndsvin @paolo_tonella .A result of the @ERC_Research project PRECRIME and joint collaboration @usisoftware 🇨🇭 @uniud 🇮🇹 @fortiss @TU_Muenchen 🇩🇪.

📌 using only one simulation platform is not reliable and can produce a false notion of safety.📌 digital siblings mitigate the fidelity and #realitygap 🌉 experienced with general-purpose driving simulators.

If you are interested in simulation-based testing of self-driving cars, our recent @emsejournal paper introduces a practical cross-simulator testing approach called #digitalsiblings 👬 that uses multiple simulators to enhance the reliability of testing. 📜