# Subject inference attack on zsRE Source: [Subject inference attack on zsRE]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:35:04.555Z Evaluation of model performance on the Subject Inference Attack task using the zsRE dataset. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Subject inference attack | | Dataset (including any stated split) | zsRE | | Metric | Attack Performance | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Attack Performance](): Higher is better; unit: PERCENT. ## Recorded results | Method | Attack Performance | Result date | Report paper | | --- | --- | --- | --- | | KSTER | 100 | Not recorded | 698d5e62c97a0b3e3b5e3c5a | | Gray-box Attack | 100 | Not recorded | 698d5e62c97a0b3e3b5e3c5a | | KSTER | 100 | Not recorded | 698d5e62c97a0b3e3b5e3c5a | | Gray-box Attack | 100 | Not recorded | 698d5e62c97a0b3e3b5e3c5a | | KSTER | 100 | Not recorded | 698d5e62c97a0b3e3b5e3c5a | | Gray-box Attack | 80 | Not recorded | 698d5e62c97a0b3e3b5e3c5a | ### KSTER Attack Performance: 100. Result ID: 6996db375698665ec427a98e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-J","Attack Setting":"White-box","Editing Method":"ROME","Edit Scale":"Single-edit"}. This record does not assert independent reproduction. ### Gray-box Attack Attack Performance: 100. Result ID: 6996db375698665ec427a98f. [Reporting paper]() Recorded evaluation configuration: {"Model":"GPT-J","Attack Setting":"Gray-box","Editing Method":"ROME","Edit Scale":"Single-edit"}. This record does not assert independent reproduction. ### KSTER Attack Performance: 100. Result ID: 6996db375698665ec427a990. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama-3-Instruct","Attack Setting":"White-box","Editing Method":"ROME","Edit Scale":"Single-edit"}. This record does not assert independent reproduction. ### Gray-box Attack Attack Performance: 100. Result ID: 6996db375698665ec427a991. [Reporting paper]() Recorded evaluation configuration: {"Model":"Llama-3-Instruct","Attack Setting":"Gray-box","Editing Method":"ROME","Edit Scale":"Single-edit"}. This record does not assert independent reproduction. ### KSTER Attack Performance: 100. Result ID: 6996db375698665ec427a992. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen-2.5-Instruct","Attack Setting":"White-box","Editing Method":"ROME","Edit Scale":"Single-edit"}. This record does not assert independent reproduction. ### Gray-box Attack Attack Performance: 80. Result ID: 6996db375698665ec427a993. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen-2.5-Instruct","Attack Setting":"Gray-box","Editing Method":"ROME","Edit Scale":"Single-edit"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.