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sample_control

Syntologyentry name in harvested coderead from the graph 2026-09-24

sample_control appears in the code Syntology harvested for 13 papers, as 6 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 0 of the papers; 0 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named sample_control do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 0 of the 6 distinct code bodies named sample_control; 6 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
0ran
6unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 14 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

13 papers shown of 13, newest first; 14 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 1 papers added by Syntology. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
DRIV-EX: Counterfactual Explanations for Driving LLMs added by Syntology 2026-03 (from id) Amaia-CARDIEL/DRIV_EX/driv_ex/cf_algorithms/gcg_script.py 409e9147dd1fe88f unverified BSD-3-Clause (permissive)
Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models 27 Aug 2024 Waffle-Liu/DeGCG/baselines/gcg/gcg_utils.py 112080cc850b86b9 unverified MIT (permissive)
Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis 16 Jun 2024 yuplin2333/representation-space-jailbreak/jailbreak_gcg.py 112080cc850b86b9 unverified MIT (permissive)
Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses 3 Jun 2024 sail-sg/I-FSJ/exps/rs.py 1e8c1c46e0ec7dad unverified MIT (permissive)
Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses 3 Jun 2024 sail-sg/I-FSJ/llm_attacks/minimal_gcg/opt_utils.py 94d7ddaf0169dbf1 unverified MIT (permissive)
Improved Techniques for Optimization-Based Jailbreaking on Large Language Models 31 May 2024 jiaxiaojunqaq/i-gcg/llm_attacks/minimal_gcg/opt_utils.py 94d7ddaf0169dbf1 unverified no licence file found · pointer only
Boosting Jailbreak Attack with Momentum 2 May 2024 weizeming/momentum-attack-llm/minimal_gcg/opt_utils.py 94d7ddaf0169dbf1 unverified no licence file found · pointer only
Protecting Your LLMs with Information Bottleneck 22 Apr 2024 llm-attacks/llm-attacks/llm_attacks/minimal_gcg/opt_utils.py 94d7ddaf0169dbf1 unverified MIT (permissive)
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts 3 Mar 2024 yangyijune/mma-diffusion/src/textual_attack.py 64762d38e7f09b9a unverified no licence file found · pointer only
Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling 2 Mar 2024 zhaoyiran924/probe-sampling/llm_attacks/minimal_gcg/opt_utils.py 94d7ddaf0169dbf1 unverified MIT (permissive)
Learning to Poison Large Language Models for Downstream Manipulation 21 Feb 2024 rookiezxy/gbtl/llm_attacks/gbtl/opt_utils.py 94d7ddaf0169dbf1 unverified no licence file found · pointer only
Attacking Large Language Models with Projected Gradient Descent 14 Feb 2024 sigeisler/reinforce-attacks-llms/baselines/reinforce/gcg_utils.py 2dcbffb713bbdbf4 unverified MIT (permissive)
MMA-Diffusion: MultiModal Attack on Diffusion Models 29 Nov 2023 cure-lab/mma-diffusion/src/textual_attack.py 64762d38e7f09b9a unverified licence not identified · pointer only
Hijacking Large Language Models via Adversarial In-Context Learning 16 Nov 2023 RookieZxy/GGI-attack/GGI-attack/llm_attacks/ggi/opt_utils.py 94d7ddaf0169dbf1 unverified no licence file found · pointer only

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

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