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get_embedding_matrix

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

get_embedding_matrix appears in the code Syntology harvested for 16 papers, as 10 distinct code bodies found in 16 places (a place is one code body under one paper). At least one of them ran in 2 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 get_embedding_matrix 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 2 of the 10 distinct code bodies named get_embedding_matrix; 8 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
1ran · fixture could not drive it
1ran
8unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 16 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

16 papers shown of 16, newest first; 16 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 2 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
TAO-Attack: Toward Advanced Optimization-Based Jailbreak Attacks for Large Language Models added by Syntology 2026-03 (from id) ZevineXu/TAO-Attack/llm_attacks/base/attack_manager.py 688aaeba506e3329 unverified MIT (permissive)
Multimodal Generative Engine Optimization: Rank Manipulation for Vision-Language Model Rankers added by Syntology 2026-01 (from id) glad-lab/MGEO/attack_autodan.py 27171d1b04633a6f unverified no licence file found · pointer only
Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses 3 Jun 2024 sail-sg/I-FSJ/llm_attacks/base/attack_manager.py 688aaeba506e3329 unverified MIT (permissive)
Improved Techniques for Optimization-Based Jailbreaking on Large Language Models 31 May 2024 jiaxiaojunqaq/i-gcg/llm_attacks/base/attack_manager.py 688aaeba506e3329 unverified no licence file found · pointer only
Quantitative Certification of Bias in Large Language Models 29 May 2024 uiuc-focal-lab/LLMCert-B/utils.py 5940b71f90ca6d39 ran AGPL-3.0 (copyleft) · pointer only
Protecting Your LLMs with Information Bottleneck 22 Apr 2024 llm-attacks/llm-attacks/llm_attacks/base/attack_manager.py 688aaeba506e3329 unverified MIT (permissive)
Automatic and Universal Prompt Injection Attacks against Large Language Models 7 Mar 2024 sheltonliu-n/universal-prompt-injection/utils/opt_utils.py 688aaeba506e3329 unverified MIT (permissive)
Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling 2 Mar 2024 zhaoyiran924/probe-sampling/llm_attacks/base/attack_manager.py 4c1661dc05e88ceb unverified MIT (permissive)
Defending LLMs against Jailbreaking Attacks via Backtranslation 26 Feb 2024 yihanwang617/llm-jailbreaking-defense-backtranslation/GCG/llm_attacks/base/attack_manager.py 688aaeba506e3329 unverified BSD-3-Clause (permissive)
Learning to Poison Large Language Models for Downstream Manipulation 21 Feb 2024 rookiezxy/gbtl/llm_attacks/base/attack_manager.py bc2492114c568283 unverified no licence file found · pointer only
Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space 14 Feb 2024 schwinnl/llm_embedding_attack/embedding_attack_toxic.py 688aaeba506e3329 unverified MIT (permissive)
Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation and Echopraxia 8 Feb 2024 solidshen/ripple_official/src/utils/attack_manager.py de7dc9c0c5b053d7 unverified no licence file found · pointer only
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks 30 Jan 2024 lapisrocks/rpo/rpo/opt_utils.py 89682b91f1fa30ee ran · fixture could not drive it no licence file found · pointer only
Hijacking Large Language Models via Adversarial In-Context Learning 16 Nov 2023 RookieZxy/GGI-attack/GGI-attack/llm_attacks/base/attack_manager.py 2703f8b621b73255 unverified no licence file found · pointer only
AutoDAN: Interpretable Gradient-Based Adversarial Attacks on Large Language Models 23 Oct 2023 rotaryhammer/code-autodan/autodan/autodan/attack_manager.py 7dd95b29871075f9 unverified MIT (permissive)
Universal and Transferable Adversarial Attacks on Aligned Language Models 27 Jul 2023 sj21j/Regularized_Relaxation/helper.py 8e6c241c57e9b7d0 unverified MIT (permissive)

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".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections