Paper Citation Record · LEDGER

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction

As of 6 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2607.01764.

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

pith.paper-citation-record.v1
2607.01764 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-03T14:02:06.173081Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact13
verified fuzzy21
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 49cb80f4-0f09-404e-a392-d3822f97d115 · outbound

This paper cites An overview of vulnerability assessment and penetration testing techniques,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction An overview of vulnerability assessment and penetration testing techniques,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.240149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c5ce5620-2393-43fd-96b6-85f9c0eba1ca · outbound

This paper cites Large language model for vulnerability detection and repair: Literature review and the road ahead,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Large language model for vulnerability detection and repair: Literature review and the road ahead,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.238070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8383cd0a-e909-4f21-8d86-8188d0f36b49 · outbound

This paper cites Towards robust and secure embodied ai: A survey on vulnerabilities and attacks,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Towards robust and secure embodied ai: A survey on vulnerabilities and attacks,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.229797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 108cdf60-f1d0-4c33-8020-5ec016dd05ed · outbound

This paper cites CyberGym: Evaluating AI agents’ real-world cybersecu- rity capabilities at scale,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction CyberGym: Evaluating AI agents’ real-world cybersecu- rity capabilities at scale,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.237935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e04c07b0-cd9d-4d9a-a70a-c2f2fda9d345 · outbound

This paper cites MPO: Boosting LLM agents with meta plan optimization,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction MPO: Boosting LLM agents with meta plan optimization,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.226568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2b6ad846-d6be-466e-aa48-93d4d3b736bb · outbound

This paper cites PilotRL: Training Language Model Agents via Global Planning-Guided Progressive Reinforcement Learning.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction PilotRL: Training Language Model Agents via Global Planning-Guided Progressive Reinforcement Learning

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-29T02:24:11.040454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4c4297d7-d500-4ef6-ab71-0a6b7b13c4e9 · outbound

This paper cites Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-07-03T14:08:21.491856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cfc7ebf0-c226-46da-9c28-25a58557d23f · outbound

This paper cites arXiv preprint arXiv:2512.12716 (2025).

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction arXiv preprint arXiv:2512.12716 (2025)

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T14:08:21.504561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d1561315-1188-4043-9733-b2629aed5c20 · outbound

This paper cites Expanding LLM agent boundaries with strategy-guided exploration.arXiv preprint arXiv:2603.02045.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Expanding LLM agent boundaries with strategy-guided exploration.arXiv preprint arXiv:2603.02045

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:08:21.513323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 25e90f99-c6fc-4f5b-a314-215def0108b5 · outbound

This paper cites A-MEM: Agentic Memory for LLM Agents.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction A-MEM: Agentic Memory for LLM Agents

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-03T14:08:21.510235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f7c307ea-dde5-443c-a616-04fc95d9f794 · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction AlphaEvolve: A coding agent for scientific and algorithmic discovery,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.242433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 32b50084-bc3a-4f4d-b8f2-a388ad6fb93f · outbound

This paper cites Tree search for llm agent reinforcement learning.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Tree search for llm agent reinforcement learning

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:08:21.494276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8a62cde4-c272-4df5-9d3f-07e1d0fe0b7f · outbound

This paper cites P., Li, L., and Li, Y.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction P., Li, L., and Li, Y

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T14:08:21.505151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c7c7fe45-f141-4433-aff0-96eb18b83a5c · outbound

This paper cites Beyond ten turns: Unlocking long- horizon agentic search with large-scale asynchronous RL,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Beyond ten turns: Unlocking long- horizon agentic search with large-scale asynchronous RL,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.235046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 575acf95-77d2-4253-92c8-6c69099e3828 · outbound

This paper cites Program Analysis Guided LLM Agent for Proof-of-Concept Generation.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Program Analysis Guided LLM Agent for Proof-of-Concept Generation

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-03T14:08:21.494369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 868da95a-3ad7-4de4-a0d8-e1f82ae8539e · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-03T14:08:21.485684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0afb11d9-a618-40a0-868c-424c5ea5e389 · outbound

This paper cites Illuminating search spaces by mapping elites.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Illuminating search spaces by mapping elites

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-07-03T14:08:21.496804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bcee4266-690f-4e02-95c8-be6e08a53c9b · outbound

This paper cites Quality-diversity optimization: A novel branch of stochastic optimization,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Quality-diversity optimization: A novel branch of stochastic optimization,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.234844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation dac12ea0-43bd-4fee-81f0-1a6820a410cb · outbound

This paper cites ARVO: Atlas of Reproducible Vulnerabilities for Open-Source Software.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction ARVO: Atlas of Reproducible Vulnerabilities for Open-Source Software

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-07-03T14:08:21.502324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 84a7a775-194d-4af2-9bfe-d8c7c2cbcc98 · outbound

This paper cites OSS-Fuzz - Google’s continuous fuzzing service for open source software,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction OSS-Fuzz - Google’s continuous fuzzing service for open source software,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.219974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 96c1fb77-ec0e-41fa-9697-59e23e7b6656 · outbound

This paper cites Qwen3.6-35B-A3B,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Qwen3.6-35B-A3B,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.224420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5dce8a4d-31bf-403e-bd2c-18d4eb76f34a · outbound

This paper cites Tinker: A training API for researchers and developers,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Tinker: A training API for researchers and developers,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.264010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 07fd95e1-2fbc-4cef-b272-98d4351c387d · outbound

This paper cites Codex: Ai coding partner from OpenAI,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Codex: Ai coding partner from OpenAI,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.259448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a2798a07-f380-41e0-bc40-37c57cb907cb · outbound

This paper cites ChatGPT plans and pricing,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction ChatGPT plans and pricing,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.249806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ca229da5-9a59-4ef7-8ed8-73024b5c6ddf · outbound

This paper cites Zhipu AI open platform documentation,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Zhipu AI open platform documentation,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.257382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 66e3199e-6c6f-41f2-9ae7-d46958b39ddf · outbound

This paper cites Probable inference, the law of succes- sion, and statistical inference,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Probable inference, the law of succes- sion, and statistical inference,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.252323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 807ea1cd-345f-4648-b8cd-0e6257243acf · outbound

This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-07-03T14:08:21.484100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d66a2676-4d5d-481c-92d6-5b02dc685407 · outbound

This paper cites Language agent tree search unifies reasoning, acting, and planning in language models,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Language agent tree search unifies reasoning, acting, and planning in language models,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.247829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6271a966-d119-4013-a02d-202a6841babc · outbound

This paper cites Reflexion: Language agents with verbal rein- forcement learning,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Reflexion: Language agents with verbal rein- forcement learning,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.255115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 745259c8-5ed7-49cd-846b-6ba1ede6b6c6 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Proximal Policy Optimization Algorithms

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-07-03T14:08:21.510709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b35eadfd-1caa-44b8-a2e7-2eb5d55a9303 · outbound

This paper cites Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T14:08:21.502047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 58921728-1b32-4b4e-a8a8-94aedc70557c · outbound

This paper cites NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:08:21.515900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1542f683-a178-4672-8c4c-d5eb7050b3bb · outbound

This paper cites InterCode: Standardizing and benchmarking interactive coding with execution feedback,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction InterCode: Standardizing and benchmarking interactive coding with execution feedback,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.261524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 00557c33-4df0-4ebb-aba9-e39d7a6137e6 · outbound

This paper cites EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T14:08:21.506977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2050d3f4-eb9b-414c-b872-be3aae004856 · outbound

This paper cites CTFAgent: An LLM-powered agent for CTF challenge solving,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction CTFAgent: An LLM-powered agent for CTF challenge solving,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.266028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ffacfc46-c500-408b-b48f-dbc0f0560439 · outbound

This paper cites Cybersecurity AI: The world’s top AI agent for security capture-the-flag (CTF),.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Cybersecurity AI: The world’s top AI agent for security capture-the-flag (CTF),

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:08:21.513058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b1778cfa-8faa-4785-b4de-74685fb2ba1a · outbound

This paper cites PentestAgent: Incorporating LLM agents to automated penetration testing,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction PentestAgent: Incorporating LLM agents to automated penetration testing,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.268071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8dd949d5-08cc-463d-87d7-fbe37825d35b · outbound

This paper cites Cyber-zero: Training cybersecurity agents without run- time,.

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Cyber-zero: Training cybersecurity agents without run- time,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T07:20:47.244827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.