Paper Citation Record · LEDGER

EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2409.16165.

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

pith.paper-citation-record.v1
2409.16165 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:42:40.658415Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 3bf0530d-e883-4bc6-878a-a4d889443c5e · inbound

MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem cites this paper.

MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:40.658415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da73bbff-cdf3-4a14-9441-bfafda33a5a2 · inbound

CRAKEN: Cybersecurity LLM Agent with Knowledge-Based Execution cites this paper.

CRAKEN: Cybersecurity LLM Agent with Knowledge-Based Execution EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:49.354988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a15e5b86-9b63-4921-a68c-b7f2cbd030a3 · inbound

From Promise to Peril: Rethinking Cybersecurity Red and Blue Teaming in the Age of LLMs cites this paper.

From Promise to Peril: Rethinking Cybersecurity Red and Blue Teaming in the Age of LLMs EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:57.919168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd079d53-0cd2-4481-9402-7ce7b7925afe · inbound

Running in CIRCLE? A Simple Benchmark for LLM Code Interpreter Security cites this paper.

Running in CIRCLE? A Simple Benchmark for LLM Code Interpreter Security EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T14:25:15.748071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e2f39fa-2258-49d0-a1c7-54b1d6dc0003 · inbound

Challenges and Future Directions in Agentic Reverse Engineering Systems cites this paper.

Challenges and Future Directions in Agentic Reverse Engineering Systems EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T12:50:24.797724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7613c64e-2c0d-4576-8aea-5fcbcae9637c · inbound

Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks cites this paper.

Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T06:06:19.085010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9ed67d3a-8b4a-46cf-9068-58d035c8b795 · inbound

CyberCertBench: Evaluating LLMs in Cybersecurity Certification Knowledge cites this paper.

CyberCertBench: Evaluating LLMs in Cybersecurity Certification Knowledge EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-10T00:34:47.002875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 721563c4-1bc4-46d4-86b4-9733e2f26c22 · inbound

Empowering Autonomous Debugging Agents with Efficient Dynamic Analysis cites this paper.

Empowering Autonomous Debugging Agents with Efficient Dynamic Analysis EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:06:29.366536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bef6856b-8997-4286-97f1-13e6d6273d82 · inbound

Patch2Vuln: Agentic Reconstruction of Vulnerabilities from Linux Distribution Binary Patches cites this paper.

Patch2Vuln: Agentic Reconstruction of Vulnerabilities from Linux Distribution Binary Patches EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:31:11.657852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 76fd475c-7d61-4c32-bf5c-e8529d3edca5 · inbound

Veritas: Grounding LLM Agents for Reliable Vulnerability Reasoning over Stripped Binaries cites this paper.

Veritas: Grounding LLM Agents for Reliable Vulnerability Reasoning over Stripped Binaries EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-15T14:05:54.677860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7d4bce5a-1c87-4f25-8bab-1748fabd6a85 · inbound

Veritas: Grounding LLM Agents for Reliable Vulnerability Reasoning over Stripped Binaries cites this paper.

Veritas: Grounding LLM Agents for Reliable Vulnerability Reasoning over Stripped Binaries EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T16:46:36.842198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d82bbe0-4ff2-4e29-bbf6-a0241bc1a987 · inbound

Veritas: Grounding LLM Agents for Reliable Vulnerability Reasoning over Stripped Binaries cites this paper.

Veritas: Grounding LLM Agents for Reliable Vulnerability Reasoning over Stripped Binaries EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T14:03:34.109986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b59e36f-c584-4a21-96ab-fcac97d090c3 · inbound

CyberEvolver: Structured Self-Evolution for Cybersecurity Agents On the Fly cites this paper.

CyberEvolver: Structured Self-Evolution for Cybersecurity Agents On the Fly EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:23:59.034201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 781c63a2-ef1f-46ea-ba30-bdd0b42427e1 · inbound

Honeyval: A Comprehensive Evaluation Framework for LLM-powered HTTP Honeypots cites this paper.

Honeyval: A Comprehensive Evaluation Framework for LLM-powered HTTP Honeypots EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:03:12.697385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 033968ae-4800-4de4-b1b8-a59b52364282 · inbound

MetaPS: Adaptive Programmatic Strategy Selection for Market Agents cites this paper.

MetaPS: Adaptive Programmatic Strategy Selection for Market Agents EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 116

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T08:39:42.687931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e966de76-783f-40d4-b8ba-bb4fa43adbad · inbound

Poisoned Playbooks: Demystifying Knowledge Poisoning Effects on AI Security Agents cites this paper.

Poisoned Playbooks: Demystifying Knowledge Poisoning Effects on AI Security Agents EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T17:50:00.003363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction cites this paper.

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 2026-08-09T06:31:02.800959+00:00.

Observation a5b8675f-b10a-4a5f-aebe-5e70c61f5e6e · inbound

VEXAIoT: Autonomous IoT Vulnerability EXploitation using AI Agents cites this paper.

VEXAIoT: Autonomous IoT Vulnerability EXploitation using AI Agents EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T01:26:40.958040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d334899-7ebc-44ad-82ed-5056fe845abe · inbound

FirmPilot: Evidence-Guided Multi-Agent Environment Recovery for IoT Firmware Rehosting cites this paper.

FirmPilot: Evidence-Guided Multi-Agent Environment Recovery for IoT Firmware Rehosting EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T00:47:28.218060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1270980a-97eb-4375-a379-f02d5bb6bb13 · inbound

RECEIPT: Deterministic, Reward-Hacking-Resistant Verification for White-Box Agentic XSS Discovery cites this paper.

RECEIPT: Deterministic, Reward-Hacking-Resistant Verification for White-Box Agentic XSS Discovery EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:05.511306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.