Paper Citation Record · LEDGER

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy

As of 20 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2501.15395.

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

pith.paper-citation-record.v1
2501.15395 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:25:04.520777Z

measured 43 of 43 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-07T15:30:41.861872Z

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

42 of 42 outbound references displayed

verified exact2
verified fuzzy33
unresolved5
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

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

Outbound references

Observation f0e9d0c9-8e78-41cd-9b0a-41ae3f5a2204 · outbound

This paper cites Iot traffic obfuscation: Will it guarantee the privacy of your smart home?.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Iot traffic obfuscation: Will it guarantee the privacy of your smart home?

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.431121Z

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 bb83b7e6-e63e-408b-9cff-0b14217d5801 · outbound

This paper cites Understanding the mirai botnet,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Understanding the mirai botnet,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.410828Z

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 fa039598-ac01-4c70-aff0-7ac0e6294dc9 · outbound

This paper cites Characterizing and classifying iot traffic in smart cities and campuses,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Characterizing and classifying iot traffic in smart cities and campuses,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.395302Z

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 fe768e1e-0496-489f-9371-536636850a3a · outbound

This paper cites Profiliot: A machine learning approach for iot device identification based on network traffic analysis,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Profiliot: A machine learning approach for iot device identification based on network traffic analysis,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.380613Z

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 1fe601e1-b3f5-4f79-97b1-76c539b00e4d · outbound

This paper cites Homonit: Monitoring smart home apps from encrypted traffic,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Homonit: Monitoring smart home apps from encrypted traffic,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.365349Z

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 b22249dd-5652-4fee-9f6b-8be11644fc73 · outbound

This paper cites Fingerprinting encrypted voice traffic on smart speakers with deep learning,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Fingerprinting encrypted voice traffic on smart speakers with deep learning,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.350094Z

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 e7bf6038-4302-4a39-bf1a-6d5d5eccbc2f · outbound

This paper cites Attacking and protecting tunneled traffic of smart home devices,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Attacking and protecting tunneled traffic of smart home devices,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.335899Z

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 53bdc01e-528c-46c5-8436-3889a3b85b7b · outbound

This paper cites Peek-a-boo: I see your smart home activities, even encrypted!.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Peek-a-boo: I see your smart home activities, even encrypted!

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.321287Z

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 5b379aa9-bb61-4b6c-99ed-3ebe34ef2e25 · outbound

This paper cites Keeping the Smart Home Private with Smart(er) IoT Traffic Shaping.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Keeping the Smart Home Private with Smart(er) IoT Traffic Shaping

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T14:25:04.364596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43266df8-35c3-4fb9-a7ba-7f9b320d0e6e · outbound

This paper cites Privacy-preserving encrypted traffic inspection with symmetric cryptographic techniques in iot,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Privacy-preserving encrypted traffic inspection with symmetric cryptographic techniques in iot,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.306971Z

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 0cf453f3-0614-4093-8eb6-9495eae69f32 · outbound

This paper cites Black routing and node obscuring in iot,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Black routing and node obscuring in iot,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.291645Z

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 efbbca96-2fef-4d3e-8aee-bafc0a82a07c · outbound

This paper cites Privacy-preserving using homomorphic encryption in mobile iot systems,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Privacy-preserving using homomorphic encryption in mobile iot systems,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.277196Z

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 be9c5c95-32d1-4242-9549-ede6f05acbc8 · outbound

This paper cites Blindbox: Deep packet inspection over encrypted traffic.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Blindbox: Deep packet inspection over encrypted traffic

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T14:25:04.383890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bdf47e8-283c-46f8-a87b-82cdc2a027a5 · outbound

This paper cites Embark: Securely outsourcing middleboxes to the cloud,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Embark: Securely outsourcing middleboxes to the cloud,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.262377Z

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 b7fbc56f-1de6-44e2-8cf5-8ea5b6eb3a15 · outbound

This paper cites Iot device fingerprinting: Machine learning based encrypted traffic analysis,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Iot device fingerprinting: Machine learning based encrypted traffic analysis,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.234348Z

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 9d0aebf0-39fe-4cfd-98cf-0e64bef96539 · outbound

This paper cites Spying on the Smart Home: Privacy Attacks and Defenses on Encrypted IoT Traffic.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Spying on the Smart Home: Privacy Attacks and Defenses on Encrypted IoT Traffic

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T14:25:04.402327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bedcb2dd-0ba7-406b-8842-82d3c28c9906 · outbound

This paper cites A Smart Home is No Castle: Privacy Vulnerabilities of Encrypted IoT Traffic.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy A Smart Home is No Castle: Privacy Vulnerabilities of Encrypted IoT Traffic

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T14:25:04.407160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 820680eb-1e4e-47da-872c-f3254024ba26 · outbound

This paper cites Classification of encrypted iot traffic despite padding and shaping,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Classification of encrypted iot traffic despite padding and shaping,

Reference 18

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T14:25:04.774901Z

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 842d9134-3b83-42ab-b728-cca38cdaa495 · outbound

This paper cites Packet padding for improving privacy in consumer iot,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Packet padding for improving privacy in consumer iot,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.220205Z

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 0461eb11-0a89-4fe4-8587-aa0a22ddb95e · outbound

This paper cites A developer-friendly library for smart home iot privacy-preserving traffic obfuscation,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy A developer-friendly library for smart home iot privacy-preserving traffic obfuscation,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.204649Z

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 d6d87c33-2180-4e0d-a445-bb412ddfeb65 · outbound

This paper cites Defending against packet-size side-channel attacks in iot networks,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Defending against packet-size side-channel attacks in iot networks,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.188671Z

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 43d9499c-e522-4cef-8e9e-8b1211dfc793 · outbound

This paper cites A survey of traffic obfuscation technology for smart home,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy A survey of traffic obfuscation technology for smart home,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.171900Z

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 a044613c-6ac8-43f8-8d5f-09033920dd00 · outbound

This paper cites A survey on smart home privacy data protection technology,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy A survey on smart home privacy data protection technology,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.155869Z

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 ec6741b1-99d1-462c-9e7e-b88247a31c70 · outbound

This paper cites Peek-a-boo, i still see you: Why efficient traffic analysis countermeasures fail,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Peek-a-boo, i still see you: Why efficient traffic analysis countermeasures fail,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.140719Z

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 83e93a6e-fb12-425a-8b78-8579b45cf337 · outbound

This paper cites Adaptive packet padding approach for smart home networks: A tradeoff between privacy and performance,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Adaptive packet padding approach for smart home networks: A tradeoff between privacy and performance,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.124955Z

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 541b6dc0-3e19-41cf-a257-b66cca4fccf1 · outbound

This paper cites Defending against traffic analysis in wireless networks through traffic reshaping,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Defending against traffic analysis in wireless networks through traffic reshaping,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.106306Z

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 1b0562b6-3363-4edd-84eb-1f9a87259551 · outbound

This paper cites Attacking and protecting tunneled traffic of smart home devices,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Attacking and protecting tunneled traffic of smart home devices,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T14:25:04.455563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a123fd11-75bd-4209-b916-2773541c7ea4 · outbound

This paper cites The dark (and bright) side of iot: Attacks and countermeasures for identifying smart home devices and services,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy The dark (and bright) side of iot: Attacks and countermeasures for identifying smart home devices and services,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.091423Z

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 ef313c75-fc5c-409a-96d5-c0e754cb54fe · outbound

This paper cites A defense mechanism for timing-based side-channel attacks on iot traffic,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy A defense mechanism for timing-based side-channel attacks on iot traffic,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.075905Z

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 483160c9-621e-4168-b1f6-f15854600b70 · outbound

This paper cites Protecting iot- environments against traffic analysis attacks with traffic morphing,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Protecting iot- environments against traffic analysis attacks with traffic morphing,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.060624Z

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 1a145287-6196-4328-8f8c-8acbe952b1da · outbound

This paper cites Smart home: Keeping privacy based on air-padding,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Smart home: Keeping privacy based on air-padding,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.045068Z

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 49641627-5091-4fd1-9c57-b743a19933c1 · outbound

This paper cites Preserving contextual privacy for smart home iot devices with dynamic traffic shaping,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Preserving contextual privacy for smart home iot devices with dynamic traffic shaping,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.030201Z

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 8596041b-a88b-4b9e-9120-d76d43a79c7f · outbound

This paper cites Closing the Blinds: Four Strategies for Protecting Smart Home Privacy from Network Observers.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Closing the Blinds: Four Strategies for Protecting Smart Home Privacy from Network Observers

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-10T14:25:04.588880Z

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 9911d72f-58d2-4cfd-9211-98dde69f5fe3 · outbound

This paper cites Privacy leakage in smart homes and its mitigation: Ifttt as a case study,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Privacy leakage in smart homes and its mitigation: Ifttt as a case study,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.014388Z

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 810bdaee-e148-4551-869f-804cbb925317 · outbound

This paper cites Pinball: Universal and robust signature extraction for smart home devices,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Pinball: Universal and robust signature extraction for smart home devices,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:04.996611Z

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 0ff07b84-8964-48fd-bd52-95ffcb8f3b71 · outbound

This paper cites A novel traffic obfuscation technology for smart home,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy A novel traffic obfuscation technology for smart home,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:04.979522Z

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 82e39c84-2dac-487e-820f-df415a17e160 · outbound

This paper cites PingPong: Packet-Level Signatures for Smart Home Device Events.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy PingPong: Packet-Level Signatures for Smart Home Device Events

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-10T14:25:04.565861Z

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 4a2f926d-8e91-4964-bb58-f7f26629c2f0 · outbound

This paper cites Transferability of machine learning algorithm for iot device profiling and identification,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Transferability of machine learning algorithm for iot device profiling and identification,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:04.963216Z

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 7e5e0772-a32d-448b-945e-d79e440acd61 · outbound

This paper cites Iot-ad: A framework to detect anomalies among interconnected iot devices,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Iot-ad: A framework to detect anomalies among interconnected iot devices,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:04.948046Z

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 d65f6198-4001-4315-bfa2-d8208a955ac7 · outbound

This paper cites Iot sentinel: Automated device-type identification for security enforcement in iot,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Iot sentinel: Automated device-type identification for security enforcement in iot,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:04.933928Z

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 cf7bde0a-aa58-4d73-9ffb-97ebd3ec2ed5 · outbound

This paper cites Classifying iot devices in smart environments using network traffic characteristics,.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Classifying iot devices in smart environments using network traffic characteristics,

Reference 41

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T14:25:04.918090Z

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 b22fc640-a4c9-4f02-9291-bafa47b49432 · outbound

This paper cites Available: https://www.usenix.org/conference/nsdi16/ technical-sessions/presentation/lan.

Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy Available: https://www.usenix.org/conference/nsdi16/ technical-sessions/presentation/lan

Reference 273

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:25:05.248402Z

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 2c774c8d-d2e7-4326-9859-7f8c8777ec58 · inbound

Internet of Things Security: A Survey on Common Attacks cites this paper.

Internet of Things Security: A Survey on Common Attacks Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy

Reference 204

Resolution: verified exact; arxiv_id, observed 2026-05-09T02:29:40.156543Z

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.