Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-25T23:16:08.333363Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 0 inbound Pith citation observations for arXiv:2606.24549.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-25T23:16:08.333363Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
71 of 71 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f8249de9-4ae1-46cd-bc23-49e83c768bbe · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Connected iot device market update – fall 2025 and 2026 – 2035,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ebe6edc-fdf8-4226-b5fc-32b4bcf66a71 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Linux in iot devices statistics,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52bf4a3a-f3d1-4aa0-9afb-5b3c15be12c6 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware A survey of the security analysis of embedded devices,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b6c2b02-c787-437f-abd9-0fa0d9037f4b · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Firmhunter: State-aware and introspection-driven grey-box fuzzing towards iot firmware,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 042ca1c3-4d40-4971-874c-8e8c34b92797 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware {FIRM-AFL}:{High-Throughput}greybox fuzzing of{IoT}firmware via augmented process emulation,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4da06e1-9e36-4b43-9bd4-954839b38b1f · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Firmfuzz: Automated iot firmware introspection and analysis,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 108205fa-95d8-4bd7-ba0d-5aa6529420e4 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Pandawan: quantifying progress in linux-based firmware rehosting,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c3e44b9-5c8c-4bce-a8e4-0d9b45c0d3e0 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware {FirmSolo}: Enabling dynamic analysis of binary linux-based {IoT}kernel modules,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0f1af42-85f2-49ac-92cf-247a18b056f8 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Firmdiff: Improving the configuration of linux kernels geared towards firmware re-hosting
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8aa9fd7-63f3-4e40-b2fd-30b9bdf79c5f · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Towards automated dynamic analysis for linux-based embedded firmware
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd57f825-0770-43e0-934c-c26c20a8249c · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Firmae: Towards large-scale emulation of iot firmware for dynamic analysis,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f1762dd-2415-4e87-8a35-9df25953b93d · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware User-space dependency-aware rehosting for linux-based firmware binaries,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b429245-1359-4707-b27d-b1c4d6dd2a98 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Qemu, a fast and portable dynamic translator
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b13de6f-da7a-44ff-a8bc-82de870a34ca · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Greenhouse: Single-service rehosting of linux- based firmware binaries in user-space emulation,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b90a6cc3-97ff-41b9-ba25-7cde9f6edbc6 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Improving language understanding by generative pre-training,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 263e5061-d665-4b73-9344-cc39504fa5aa · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Language models are unsupervised multitask learners,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa920da1-2cbb-4505-b686-10918bc675e1 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Language mod- els are few-shot learners,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 162b5785-eaed-4e11-b7bf-5abbae0da268 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware An empirical study on the effectiveness of large language models for binary code understanding,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d2ffd2b-aa8e-4ddd-b6e8-c5812b1bcd8f · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Detecting command injection vulnerabilities in linux-based embedded firmware with llm-based taint analysis of library functions,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74d18e2e-845d-4ee7-ace0-ceeda213a89f · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Exploring the Efficacy of Large Language Models (GPT-4) in Binary Reverse Engineering
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 32818708-454a-4ae7-853e-184a6f120946 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Flexemu: Towards flexible mcu peripheral emulation,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df96a9b9-7ee4-4f16-a53c-06fe74e8000d · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware ReAct: Synergizing Reasoning and Acting in Language Models
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 94fd621e-3b43-4aca-8b13-678efc8fb82a · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Re- flexion: Language agents with verbal reinforcement learning,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3ba1577-b819-495f-8d42-569ab8b97142 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Chain-of-thought prompting elicits reasoning in large language models,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31f288b7-4117-451a-bece-318af817112c · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Large language models for software engi- neering: A systematic literature review,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72ff71a6-c9fc-413a-92bc-ff74189fb8ad · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware WizardCoder: Empowering Code Large Language Models with Evol-Instruct
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6860b734-b3f6-44d9-bc36-7d61ef775532 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Code Llama: Open Foundation Models for Code
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 354cd021-ea94-4019-89d4-81351f615dfe · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware LLM With Tools: A Survey
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 289c6456-2d70-40b3-ac9f-8b86d2752b20 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Tool learning with foundation models,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3315292-02e3-40a2-beb7-b3058b3606a9 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Model context protocol (mcp): Landscape, security threats, and future research directions,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 995e7604-f820-499c-b6e8-9a797d29335b · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Retrieval- augmented generation for knowledge-intensive nlp tasks,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3fb3853-0c32-49c4-aacf-48a7140b6f0a · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b6b45a56-cf05-4ff0-894f-2c088222dd50 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware A survey on large language model based autonomous agents,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fe91df9-d545-49d1-85d1-dabb78d9d9c4 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Housefuzz: Service-aware grey-box fuzzing for vulnerability detection in linux- based firmware,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ceca98cd-354a-4606-b81c-3c3de462703e · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Crewai: The leading multi-agent platform,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64bab2ee-385c-4f0c-a4eb-985fabf40211 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Radare2: Unix-like reverse engineering framework and commandline toolset,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18ea7fe7-5c0a-4378-88a9-c9914a730a3d · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Litellm documentation,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 682b075e-26c3-48aa-b9c5-0bca5208b4b1 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware VxWorks,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3aa7b39d-32f0-4a32-ae1e-c85e83462351 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware About the Zephyr Project,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0227f869-106b-435a-a857-2e6000912f7d · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware What you corrupt is not what you crash: Challenges in fuzzing embedded devices
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 502c4955-3a4f-4400-85b3-20a85bcc37e5 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Unicorn: Next generation cpu emulator framework,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ea8349d-836b-482d-aae1-6f0f0c757744 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Ghidra: Software reverse engineering frame- work,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd4c54e4-4b8f-41aa-a704-e770d4ea8c13 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware {HALucinator}: Firmware re-hosting through abstraction layer emulation,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 619a0f6f-5cde-4213-9523-5cd34fc7e296 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Avatar: A framework to support dynamic security analysis of embedded systems’ firmwares
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7838eaa-269e-4023-822f-dbdc31b46136 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Avatar 2: A multi-target orchestration platform,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1def5aa-3a9e-4ba0-9fa6-ea8f25ac79b0 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Prospect: peripheral proxying supported embedded code testing,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77c6e585-c2b3-43a9-a53d-20f0658aaffa · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Toward the analysis of embedded firmware through automated re- hosting,
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d50902a-9d3b-4d45-b992-8b9e9a035855 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Device-agnostic firmware execution is possible: A concolic execution approach for peripheral emulation,
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4afa782c-b6b6-44f4-b8cd-b99b9ec3e143 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Automatic firmware emula- tion through invalidity-guided knowledge inference,
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa70ed4d-8d52-4d74-9809-4a132cbf1656 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Jetset: Targeted firmware rehosting for embedded systems,
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2cc27de5-f4e7-464f-96a5-fc9ff71fba97 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware A friend’s eye is a good mirror: Synthesizing{MCU}peripheral models from peripheral drivers,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b67e7a5e-9788-4f94-92b2-3e1edbf43d91 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Iemu: Interrupt modeling from the logic hidden in the firmware,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 795567bf-749b-46d9-b79b-25b27a4169e4 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware What your firmware tells you is not how you should emulate it: A specification-guided approach for firmware emulation,
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbf064c5-4920-474a-add3-bcd2ddbe4bad · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Fuzzware: Using precise {MMIO}modeling for effective firmware fuzzing,
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa030769-c27f-43cd-8d4a-d6e3974f54ce · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Ember-io: Effective firmware fuzzing with model-free memory mapped io,
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2afab010-2eac-438d-9825-70e5a2477ba4 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware {P2IM}: Scalable and hardware- independent firmware testing via automatic peripheral interface model- ing,
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 985a23e3-5d55-4012-a186-117f8434e719 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Dice: Automatic emulation of dma input channels for dynamic firmware analysis,
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41d99377-2bb0-40e5-8cf8-b68c84a6f87a · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Unresolved cited work
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1968af2f-f004-4d77-b6be-706611e66c48 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Unresolved cited work
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c18f206c-864a-47e2-a52b-aefbfac6fbc1 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Goal:Analyze httpd service fault symptoms, accu- rately diagnose fault type, delegate repair tasks to the most appropriate specialist agent, and review repair results
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6eacfe13-fced-4406-80c1-3d741fada631 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Goal:Analyze httpd program crash causes through GDB remote debugging and radare2 reverse engi- neering, and apply fixes using the breakpoint chain accumulation strategy
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae0e0ccb-292b-419a-a756-4a2349030fb0 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Goal:Repair filesystem issues in the QEMU virtual machine: missing files, permission errors, symbolic link corruption, and device node absence
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8f0751e-3f0a-4513-82e6-cd2eefb1795e · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Goal:Repair web-layer issues of the httpd service: HTTP 500/404 errors, CGI script failures, configura- tion file problems, and web content mapping errors
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9bd6930-6f0b-482f-b179-fad9bf29caa5 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Goal:Handle failures that cannot be classified into a specific category, comprehensively applying all avail- able tools and expert knowledge bases to diagnose and repair
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7f440f3-70d8-42ca-b324-d0e06ae6b1a3 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Objective:Extract emulation primitives and classify hardware dependencies for QEMU execution
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad5ebb99-a4f4-4f7f-b285-ea5a8bb35b4c · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Objective:Diagnose QEMU boot failure, apply mini- mal repair, and produce corrected QEMU parameters
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4417ed11-08e2-45d9-93f0-b2c84eab9174 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Objective:Diagnose runtime failure type and delegate to the optimal specialist agent
Reference 67
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 612bc76d-0712-4330-8739-00a1cef7f551 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Objective:Identify crash root cause via static reverse engineering and bypass failure checks via GDB break- point chain
Reference 68
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c483a211-b346-4697-b8a6-e02be1a3d751 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Objective:Restore missing or corrupted filesystem resources required by the httpd service
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b36226db-f26c-4547-85f1-45280a3e66c1 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Objective:Diagnose and fix httpd web-layer issues while the binary process is already running
Reference 70
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6082ecf-41f2-417f-aacf-b2b6ddedc898 · outbound
FirmCure:Towards Autonomous and Adaptive Rehosting of Linux-Based Firmware Objective:Handle multi-factor or ambiguous failures that cannot be routed to a single specialist
Reference 71
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.