Subject
3 open-access journal articles on threat modelling, published in 2026 in Life of Research. Every record is free to read and download, with a permanent link and a ready-made citation.
Journal article
A model downloaded from a public hub is the target of two distinct defensive programmes that use the same vocabulary and secure different things. One treats the artifact as an executable: it scans serialized files for dangerous deserialization opcodes, migrates the ecosystem to code-free tensor…
Journal article
Persistent agent memory has acquired a security literature that models contamination as adversarial injection, and detectors are trained and evaluated on attacker-generated distributions. A separate empirical literature reports the same downstream damage with no attacker present, when an agent…
Journal article
A widely cited 2025 result reports that backdooring a language model through its training data takes a near-constant number of poisoned documents rather than a constant fraction of the corpus, and the field has read that as retiring the proportion-based threat model that most poison detectors are…