https://godinot.xyz/ Postdoctoral researcher, MPI-SWS https://godinot.xyz/research/008-defense/ https://godinot.xyz/research/008-defense/ Thinking Out of the (Black)-Box: Tools for machine learning audits in the presence of deceptive model providers Tue, 10 Feb 2026 00:00:00 +0000 https://godinot.xyz/research/007-audit-with-prior/ https://godinot.xyz/research/007-audit-with-prior/ How can auditors use prior knowledge to improve the robustness of their audit? Thu, 01 May 2025 00:00:00 +0000 https://godinot.xyz/research/006-qurd/ https://godinot.xyz/research/006-qurd/ How do we evaluate fingerprinting methods and how can we do better? Wed, 26 Feb 2025 00:00:00 +0000 https://godinot.xyz/research/005-manipulated-audits/ https://godinot.xyz/research/005-manipulated-audits/ Under platform manipulations, AI model cannot be audited in black box more robustly than by random sampling. Sun, 01 Oct 2023 00:00:00 +0000 https://godinot.xyz/research/004-ldpc/ https://godinot.xyz/research/004-ldpc/ Generation and simulation of LDPC codes Wed, 09 Feb 2022 00:00:00 +0000 https://godinot.xyz/research/003-recodiv/ https://godinot.xyz/research/003-recodiv/ Study of exposure diversity through the lens of an Heterogeneous Networks diversity measure. Thu, 28 Jan 2021 00:00:00 +0000 https://godinot.xyz/research/002-graphia/ https://godinot.xyz/research/002-graphia/ Practical analysis of dynamical networks. Development of an analysis tool in Rust. Fri, 22 May 2020 00:00:00 +0000 https://godinot.xyz/research/001-stm32-hal/ https://godinot.xyz/research/001-stm32-hal/ Implementation of Hardware Abstraction Layer modules for the screen and I2C peripherals on the STM32F746 processor. Developed an artificial horizon as an example. Sat, 02 May 2020 00:00:00 +0000