Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T19:38:52.402467Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 0 inbound Pith citation observations for arXiv:2509.09158.
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 2026-08-04T19:38:52.402467Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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
80 of 80 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0bfb474d-41d6-4af0-856d-be2d78a1779a · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Internet of things (iot) total annual revenue worldwide from 2020 to 2030,
Reference 1
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Observation 18d6be01-2aeb-45bd-a753-7b1cedf92e82 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Current research on internet of things (iot) security: A survey,
Reference 2
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Observation e78f4c5f-ac0b-4e71-b671-aa561d7d0a57 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices The impact of iot security labelling on con- sumer product choice and willingness to pay,
Reference 3
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Observation a8299ddf-6d8e-4833-a146-bcf6cfcfa20b · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Will products li- ability litigation help protect iot users from cyber- physical attacks?
Reference 4
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Observation fe53ad6d-c546-4a6e-ba13-459fadddcda7 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Demystifying iot security: An ex- haustive survey on iot vulnerabilities and a first em- pirical look on internet-scale iot exploitations,
Reference 5
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Observation 18282c37-d34c-434f-b4f1-9223402461ec · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices A survey on inter- net of things security: Requirements, challenges, and solutions,
Reference 6
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Unavailable: canonical work link unavailable.
Observation c118ea28-2cb3-413e-8058-5b532c248003 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices The se- curity of ip-based video surveillance systems,
Reference 7
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Observation 55dbb675-4270-4580-b623-fbab602ab6b5 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices 150,000 verkada security cam- eras hacked—to make a point,
Reference 8
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Observation 8851b07e-c324-4acd-9d01-bfcdc1f4c351 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices The dark side of the internet: Attacks, costs and responses,
Reference 9
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Observation 28f886c3-ded4-435e-8d47-3931a0cb70e8 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Discovering and understanding the security hazards in the interactions between{IoT} devices, mobile apps, and clouds on smart home plat- forms,
Reference 10
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Unavailable: canonical work link unavailable.
Observation bc454856-b0f4-45d4-91bc-61fc423eb6e1 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices U- fuzz: Stateful fuzzing of iot protocols on cots de- vices,
Reference 11
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Observation 1cc98ad0-ddce-4213-8b5f-21c24eb25088 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Fuzzing: a survey,
Reference 12
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Observation 751c3b49-aee0-48fe-b909-89236dfeb45d · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Demystify the fuzzing methods: A comprehensive survey,
Reference 13
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Observation 8bfba9e6-96e3-473d-ac8a-2c8440c3bb6f · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices The Art, Science, and Engineering of Fuzzing: A Survey
Reference 14
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Unavailable: canonical work link unavailable.
Observation 97122151-91dd-44a3-a602-ee35ba69181d · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Aot-attack on things: A security analysis of iot firmware updates,
Reference 15
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Observation aaabb353-590c-47b3-8af9-2febb7cd66a6 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Siotfuzzer: fuzzing web interface in iot firmware via stateful message generation,
Reference 16
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Observation 5073b79f-6b5a-4328-9e85-dbcd37f39551 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Snipuzz: Black-box fuzzing of iot firmware via message snippet inference,
Reference 17
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Observation dae02b81-ebdc-42ba-86c6-1c5e0b3d0519 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Libfuzzer – a library for coverage-guided fuzz testing
Reference 18
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Observation 6196d877-81cd-4327-b8ca-153aadaef648 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Diane: Identifying fuzzing triggers in apps to generate under-constrained inputs for iot devices,
Reference 19
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Observation 9ee9732f-14de-4a39-9755-263ab67cccfe · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Fiotfuzzer: Response-based black-box fuzzing for iot devices,
Reference 20
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Observation afc3d600-e374-4d79-9b4f-f878eac670d2 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Iotfuzzer: Discovering memory corruptions in iot through app- based fuzzing
Reference 21
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Observation b3e52594-8c9b-415b-8bed-f91a4c71c92c · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Baseline security criteria for consumer iot devicesm,
Reference 22
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Observation 9105becb-7123-451d-b4c1-ac9d4d6d0c5e · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Iot- fuzzsentry: Hunting bugs in the iot wilderness in oper- ational phase using payload fuzzing,
Reference 23
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Observation dfa8e3e9-1001-4988-a064-85d96ef30500 · outbound
Reference 24
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Observation 189dfc79-330d-462b-ae35-8a5d4d5fba58 · outbound
Reference 25
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Observation 9886d027-fc45-4eb5-aab6-ac8b2df65da6 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Over: Overhauling vulnerability detection for iot through an adaptable and automated static analysis framework,
Reference 26
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Unavailable: canonical work link unavailable.
Observation 9c22427f-ac8b-4cdc-9d38-9768f050981c · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Static analysis for discovering iot vulnerabilities,
Reference 27
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Unavailable: canonical work link unavailable.
Observation 8428a5c6-d694-4c6c-8996-619c57c65dbd · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Discovering iot physical channel vulnerabil- ities,
Reference 28
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Observation 97076586-7db0-4dbc-a5cd-a9113c33b161 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices A survey of security vulnerability analysis, discovery, detection, and mitigation on iot devices,
Reference 29
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Observation 655c3dc0-d396-4df8-8c37-10aa054f8097 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Security analysis of iot frame- works using static taint analysis,
Reference 30
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Unavailable: canonical work link unavailable.
Observation 347716ca-0f8b-4c21-aaa1-fe7b803253f7 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Cross-program taint analysis for iot sys- tems,
Reference 31
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Observation 8d38ff60-b481-48de-8037-442219f5640b · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Driller: Augmenting fuzzing through selective sym- bolic execution
Reference 32
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Observation 34280da6-d828-4a80-bad1-b16d9402c531 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices An ex- ploratory survey of hybrid testing techniques involving symbolic execution and fuzzing,
Reference 33
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Observation 2fd11392-e686-4e5b-ad13-38d901b76371 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Improving function coverage with munch: a hybrid fuzzing and directed symbolic ex- ecution approach,
Reference 34
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Observation 9c7fd545-cd26-4ec7-8184-4bda040bfde3 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Fuzzing the internet of things: A review on the techniques and challenges for efficient vulnerability discovery in embedded systems,
Reference 35
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Observation 9884dcc4-b556-4e08-afbb-ea1a0e3a6101 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices West- world: Fuzzing-assisted remote dynamic symbolic ex- ecution of smart apps on iot cloud platforms,
Reference 36
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Observation 763a9c99-3308-408f-8f64-c21be1309f22 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices MINER: A hybrid Data-Driven approach for REST API fuzzing,
Reference 37
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Observation c6040e5a-0656-4fea-b34a-87b6bc9be1ee · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Mock: Optimizing kernel fuzzing mutation with context-aware dependency,
Reference 38
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Observation a3689ed8-fb81-42b8-9158-3e646cd575cf · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Physical devices-agnostic hybrid fuzzing of iot firmware,
Reference 39
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Observation 4d02f04c-733b-482f-86b0-83b9a222b31c · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Hotfuzz: Dis- covering temporal and spatial denial-of-service vulner- abilities through guided micro-fuzzing,
Reference 40
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Observation d7995df7-df5e-4a67-841b-7ed97ace2b5b · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices {kAFL}:{Hardware-Assisted}feed- back fuzzing for{OS}kernels,
Reference 41
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Observation a60b9cb3-cb39-4818-9320-ae6c97700bb5 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Syztrust: State-aware fuzzing on trusted os designed for iot devices,
Reference 42
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Observation 68f81bbf-f44a-4f28-a138-a0fde5fdb377 · outbound
Reference 43
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Observation 72007432-f60d-4184-b662-7af1aed628d1 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Fuzzing with spike
Reference 44
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Observation 09603983-3db3-4fde-8c5b-659f5f488420 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Autofuzz: Auto- mated network protocol fuzzing framework,
Reference 45
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Unavailable: canonical work link unavailable.
Observation 35258dd0-9087-4e62-b7ef-d0cae243ced4 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Snooze: Toward a stateful network protocol fuzzer,
Reference 46
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Observation 77ddc2d9-6497-4f0d-a9ec-ca220cffdca0 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Go or no go: Differential fuzzing of native and c libraries,
Reference 47
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Observation ada9a5da-512a-4bfc-96f2-a339f255b41b · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Fuzzing api error handling behaviors using coverage guided fault injection,
Reference 48
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Observation d7f6d14c-f323-40f0-8c01-2f9775c6bf63 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices American fuzzy lop,
Reference 49
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Observation 6d66eb0a-26c7-4daf-8368-d79aa9a66e3a · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Rpfuzzer: A frame- work for discovering router protocols vulnerabili- ties based on fuzzing,
Reference 50
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Observation aecb7baf-26ff-4570-9580-aac8eadef521 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Openrce/sulley: A pure-python fully au- tomated and unattended fuzzing framework
Reference 51
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Observation dd7495c8-919c-4e3e-adb9-0d0d2f9dd842 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices A fork and successor of the sulley fuzzing framework,
Reference 52
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Observation febee94f-b69c-4ffd-ab23-63003b40f61e · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices FuzzGen: Automatic fuzzer generation,
Reference 53
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Observation 9bbd6203-520d-4dcc-ac35-a94ec4dd40ed · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Discover- ing vulnerabilities in cots iot devices through black- box fuzzing web management interface,
Reference 54
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Observation 572bed09-792c-4031-8049-2946018a4971 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices HTTP Authentication: Basic and Digest Access Authentication,
Reference 55
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Observation 9b41dd6e-6658-4aa5-bbe8-535439f75664 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Real Time Streaming Protocol (RTSP),
Reference 56
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Unavailable: canonical work link unavailable.
Observation a29f6687-a953-4142-9c90-f73676412c4c · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Display filter reference: Tp-link smart home protocol
Reference 57
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Observation f5c46517-daa3-4480-9ec7-18a9a1eb7b42 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Tp-link wifi smartplug client and wireshark dissector,
Reference 58
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Observation b243a56a-c1f4-4f64-b161-bd577136621e · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Python kasa,
Reference 59
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Observation dbec6cf0-5e24-4105-bdf7-c99b9a84b477 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Vlc media player for debian gnu/linux,
Reference 60
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Unavailable: canonical work link unavailable.
Observation 27c5fff3-f7dc-4e52-b9ba-983e0ca3dc55 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices ispy and agentdvr,
Reference 61
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Observation c9042328-9d68-45df-b59f-ef0d55bae533 · outbound
Reference 62
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Observation 82fafb11-594b-4c78-a3fa-53db963580a5 · outbound
Reference 63
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Observation c3ef5145-f7c8-42cd-96cf-10218ec7b30f · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Added payload d3d 000 request.raw payload #11
Reference 64
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Observation fa2acff6-a09a-47ec-9588-18cea688e787 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices {AFL++}: Combining incremental steps of fuzzing research,
Reference 65
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Observation 24f4bc3e-87d2-40b4-a1b4-1aa27983a31b · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Aflnet: A greybox fuzzer for network protocols,
Reference 66
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Observation 0f767690-1ad3-4db5-9586-275889286534 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Indian computer emergency response team,
Reference 67
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Observation ebb277e5-6304-40fd-a46c-e83b88e0efa4 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Cve-2024-41623,
Reference 68
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Observation ca4dbb02-7655-47f3-9792-0aba917d7d88 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices CVE- 2024-42531,
Reference 69
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Observation 5ec68597-507c-4a14-9f3f-51521e737bff · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Security protocols for iot,
Reference 70
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Observation e8a5d2a2-31ab-4f62-90d1-0773570436fd · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Security of iot application layer protocols: Challenges and findings,
Reference 71
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Observation 3aa61a9f-d0b7-4d5e-93ff-f6c450588dd2 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Security in the internet of things applica- tion layer: requirements, threats, and solutions,
Reference 72
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Observation eae85a3f-9e22-42df-97b2-95d30830cc40 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Fuzzowski network fuzzer,
Reference 73
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Unavailable: canonical work link unavailable.
Observation dea61b6c-2ac2-4e49-a143-a6100b9e3e81 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Doona - network fuzzing tool,
Reference 74
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Unavailable: canonical work link unavailable.
Observation 1f88ce63-e707-4890-988d-110c1d4359f2 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Shodan search engine,
Reference 75
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Unavailable: canonical work link unavailable.
Observation 59a83e1d-93bf-478e-9720-94b8ad84cc60 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Analysis of dtls implementations using protocol state fuzzing,
Reference 76
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Observation 3daba128-7f53-414d-b4fd-9830a51359c2 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices A survey of protocol fuzzing,
Reference 77
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Observation bb175dfc-9fb1-4dc7-949d-9bf6c740f60f · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices QUIC-Fuzz: An Effective Greybox Fuzzer For The QUIC Protocol
Reference 78
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Unavailable: canonical work link unavailable.
Observation 335fedc6-ebd1-4692-ae80-f2a7bc721416 · outbound
IoTFuzzSentry: A Protocol Guided Mutation Based Fuzzer for Automatic Vulnerability Testing in Commercial IoT Devices Peach fuzzer,
Reference 79
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Observation 2872be5f-46a9-42f5-a861-19ad2fefd760 · outbound
Reference 80
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No inbound Pith citation observations are available.