Paper Citation Record · LEDGER

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants

As of 20 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 4 inbound Pith citation observations for arXiv:2508.03936.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.03936 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T01:04:37.815257Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T07:07:56.502297Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-29T11:33:22.651963Z

Reference resolution

42 of 42 outbound references displayed

verified exact0
verified fuzzy17
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b2f7b1a5-9460-4f44-8e23-4cced8cd0d8f · outbound

This paper cites https://repoaudit-home.github.io/index.html, 2025.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants https://repoaudit-home.github.io/index.html, 2025

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:41.892614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 538b6688-3182-4556-bcbf-46fcd2a758e3 · outbound

This paper cites Code Review Tool: Amazon CodeGuru Security.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Code Review Tool: Amazon CodeGuru Security

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:41.665707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 75bcb548-44e5-45d4-8578-254e6d951780 · outbound

This paper cites Purple Llama CyberSecEval: A Secure Coding Benchmark for Language Models.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Purple Llama CyberSecEval: A Secure Coding Benchmark for Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:32.435944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b35121e7-c21e-4a6f-8309-34152ef7a0f3 · outbound

This paper cites Jailbreaking Black Box Large Language Models in Twenty Queries.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Jailbreaking Black Box Large Language Models in Twenty Queries

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:32.476006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 970a83f7-a865-4a18-af60-baddca9a8411 · outbound

This paper cites When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:32.627100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad80f914-a20d-4181-b716-6065bec45b40 · outbound

This paper cites MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:32.814351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d94635f-24dc-427e-b35f-b16405198b86 · outbound

This paper cites A wolf in sheep’s clothing: Generalized nested jailbreak prompts can fool large language models easily.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants A wolf in sheep’s clothing: Generalized nested jailbreak prompts can fool large language models easily

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:41.493930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c4cb5cb6-95e4-4352-8df8-b49e9346563b · outbound

This paper cites The Llama 3 Herd of Models.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants The Llama 3 Herd of Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:33.144848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcb41786-a9ac-4d8c-bea1-b32af56791ef · outbound

This paper cites How ai is being audited—and why it matters, 2024.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants How ai is being audited—and why it matters, 2024

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:41.272522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ff29e462-d477-44b9-92d8-b91ec250cc63 · outbound

This paper cites Stochastic relaxation, gibbs distributions, and the bayesian restoration of images.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Stochastic relaxation, gibbs distributions, and the bayesian restoration of images

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:41.108239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7ef559a2-84e8-49b2-81d8-62ea5359e245 · outbound

This paper cites Deliberative Alignment: Reasoning Enables Safer Language Models.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:33.591580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57940306-49a2-456f-a1d3-3891030aa9ae · outbound

This paper cites competency.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants competency

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:33.769803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70f25323-3ef7-4347-b58f-e51f354e1ec3 · outbound

This paper cites Large language models for code: Security hardening and adversarial testing.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Large language models for code: Security hardening and adversarial testing

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:40.951383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d067b4ed-5a53-4c84-90b3-99df27b36268 · outbound

This paper cites Artprompt: Ascii art-based jailbreak attacks against aligned llms.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Artprompt: Ascii art-based jailbreak attacks against aligned llms

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:40.726481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 04bedc4c-5f67-4f2b-a154-5e9ecf81bdc3 · outbound

This paper cites RED QUEEN: Safeguarding Large Language Models against Concealed Multi-Turn Jailbreaking.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants RED QUEEN: Safeguarding Large Language Models against Concealed Multi-Turn Jailbreaking

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:34.171238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed1172eb-e935-4df0-abe2-62cdb01deb9d · outbound

This paper cites MULTIVERSE: Exposing Large Language Model Alignment Problems in Diverse Worlds.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants MULTIVERSE: Exposing Large Language Model Alignment Problems in Diverse Worlds

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:34.291339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7dd2d6d-07a6-4e11-bcc4-66ccb503affb · outbound

This paper cites DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:34.437507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aa020fa-9e9c-44a6-a794-534e6cd256b4 · outbound

This paper cites Approximating a RUM from Distributions on k-Slates.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Approximating a RUM from Distributions on k-Slates

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:34.520554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d0e0169-a889-4e6b-931e-52cabf5ae29a · outbound

This paper cites DeepInception: Hypnotize Large Language Model to Be Jailbreaker.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants DeepInception: Hypnotize Large Language Model to Be Jailbreaker

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:34.629227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 668414ad-adda-4b0a-89bb-1664222a58f5 · outbound

This paper cites Making them ask and answer: Jailbreaking large language models in few queries via disguise and reconstruction.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Making them ask and answer: Jailbreaking large language models in few queries via disguise and reconstruction

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:40.524460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 23bf8a7d-7a4e-43e1-b1e6-92b2fde7f9f6 · outbound

This paper cites Autodan: Generating stealthy jailbreak prompts on aligned large language models.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Autodan: Generating stealthy jailbreak prompts on aligned large language models

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:40.315455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8452aee6-de23-42a5-b9dc-060d3275fed1 · outbound

This paper cites FlipAttack: Jailbreak LLMs via Flipping.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants FlipAttack: Jailbreak LLMs via Flipping

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:35.087998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f49c3800-eb52-442e-bc2d-b4d04947b6d3 · outbound

This paper cites CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:35.159503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dee00686-a62e-488e-9a0a-19f9ff77d07f · outbound

This paper cites Ai in software market size, share & trends analysis report, 2023–2033, 2024.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Ai in software market size, share & trends analysis report, 2023–2033, 2024

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:40.099001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7a6aa0ff-b08c-465b-ad27-adfe1bcfc813 · outbound

This paper cites Tree of attacks: Jailbreaking black-box llms automatically.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Tree of attacks: Jailbreaking black-box llms automatically

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:39.881511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4d7d67c6-c8af-411e-b046-9834566bcbc0 · outbound

This paper cites Mitre att&ck framework.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Mitre att&ck framework

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:39.670134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f1af6ce6-4357-47cb-b362-845b30d05d0c · outbound

This paper cites an unresolved cited work.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:04:39.477940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 01b5026a-5df5-43e8-aa8b-ec06fd20e426 · outbound

This paper cites Safety alignment should be made more than just a few tokens deep.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Safety alignment should be made more than just a few tokens deep

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:39.273006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 208f0a86-45a1-4752-810c-4519b7b9c8e3 · outbound

This paper cites Derail yourself: Multi-turn llm jailbreak attack through self-discovered clues.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Derail yourself: Multi-turn llm jailbreak attack through self-discovered clues

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:36.036452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6edaf89-f599-4ad1-be58-872ed85b09bb · outbound

This paper cites Amazon nova ai challenge, trusted ai: Advancing secure, ai-assisted software development.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Amazon nova ai challenge, trusted ai: Advancing secure, ai-assisted software development

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:36.203876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dbccbd1-c913-4925-85b4-3920db2a1035 · outbound

This paper cites PAL: Proxy-Guided Black-Box Attack on Large Language Models.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants PAL: Proxy-Guided Black-Box Attack on Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:36.335715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51cd24be-ffca-475b-990c-f28d38ff6105 · outbound

This paper cites All in how you ask for it: Simple black-box method for jailbreak attacks.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants All in how you ask for it: Simple black-box method for jailbreak attacks

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:39.088687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3920e8cc-265d-4ca6-98df-45a10e33d5c0 · outbound

This paper cites Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:36.652798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 346efe3b-459c-4312-9854-c9731512dcea · outbound

This paper cites ProSec: Fortifying Code LLMs with Proactive Security Alignment.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants ProSec: Fortifying Code LLMs with Proactive Security Alignment

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:36.818718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bd91f19-cf02-421f-bbc0-8f9bb06b0190 · outbound

This paper cites Jigsaw Puzzles: Splitting Harmful Questions to Jailbreak Large Language Models.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Jigsaw Puzzles: Splitting Harmful Questions to Jailbreak Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:36.972190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e98005c7-8d0e-4489-99a6-77ecb1d48d54 · outbound

This paper cites Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:37.095430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac7a9035-07ae-430b-b641-60910a5a391f · outbound

This paper cites Fuzzllm: A novel and universal fuzzing framework for proactively discovering jailbreak vulnerabilities in large language models.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Fuzzllm: A novel and universal fuzzing framework for proactively discovering jailbreak vulnerabilities in large language models

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:38.829190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6c70e40f-474d-43cd-a962-a7b3e4982530 · outbound

This paper cites GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:37.329174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6810af61-636b-44b5-b793-83c251a7417c · outbound

This paper cites How johnny can persuade llms to jailbreak them: Rethinking persuasion to challenge ai safety by humanizing llms.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants How johnny can persuade llms to jailbreak them: Rethinking persuasion to challenge ai safety by humanizing llms

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:38.628111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f5fdb5b4-8e62-4e54-8e83-2fbd263943e6 · outbound

This paper cites Make them spill the beans! coercive knowledge extraction from (production) llms, 2023.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Make them spill the beans! coercive knowledge extraction from (production) llms, 2023

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:37.599060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6090ed3-68bf-4172-90a9-75e8f966bba4 · outbound

This paper cites Improving llm safety alignment with dual-objective optimization.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Improving llm safety alignment with dual-objective optimization

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:37.662594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51c43beb-462a-4e2d-bac6-c2dc4263f8d3 · outbound

This paper cites Improving alignment and robustness with circuit breakers.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Improving alignment and robustness with circuit breakers

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:38.425658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 7e1cff52-ceed-41bd-8e65-b0338c7494c1 · inbound

Reasoning Up the Instruction Ladder for Controllable Language Models cites this paper.

Reasoning Up the Instruction Ladder for Controllable Language Models ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T07:07:56.502297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c184f991-9329-4fa6-a5e8-7c3357a9d2c4 · inbound

Knowledge-Graph-Driven Data Synthesis for Low-Resource Software Development: A HarmonyOS Case Study cites this paper.

Knowledge-Graph-Driven Data Synthesis for Low-Resource Software Development: A HarmonyOS Case Study ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:38:57.937923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f6d2e857-42e4-467e-9005-c534349c8a4b · inbound

Refusal Evaluation in Coding LLMs and Code Agents: A Systematic Review of Thirteen Malicious-Code Prompt Corpora (2023-2025) cites this paper.

Refusal Evaluation in Coding LLMs and Code Agents: A Systematic Review of Thirteen Malicious-Code Prompt Corpora (2023-2025) ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:39:48.564700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 37b79c2f-6957-4463-b664-759dc1b693ab · inbound

Code as a Weapon: A Consensus-Labeled Prompt Bank for Measuring Coding-Model Compliance with Malicious-Code Requests cites this paper.

Code as a Weapon: A Consensus-Labeled Prompt Bank for Measuring Coding-Model Compliance with Malicious-Code Requests ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-29T11:33:22.653764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.