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Paper Citation Record · LEDGER

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies

As of 8 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2603.27882.

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

pith.paper-citation-record.v1
2603.27882 v2

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T16:39:32.276770Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

45 of 45 outbound references displayed

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Outbound references

Observation 852866b3-5394-4568-8f77-640817be4313 · outbound

This paper cites 6g wireless communication systems: Applications, requirements, technolo- gies, challenges, and research directions,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies 6g wireless communication systems: Applications, requirements, technolo- gies, challenges, and research directions,

Reference 1

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Observation aaeae59a-f5f7-4830-b17e-431d7f887687 · outbound

This paper cites 6g and beyond: The future of wireless communications systems,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies 6g and beyond: The future of wireless communications systems,

Reference 2

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Observation 50f956ca-fc1f-4839-a2f0-abc56f224012 · outbound

This paper cites Sensing-assisted eavesdropper estima- tion: An isac breakthrough in physical layer security,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Sensing-assisted eavesdropper estima- tion: An isac breakthrough in physical layer security,

Reference 3

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Observation 106822f0-4ac3-4b61-aa62-70be65387c83 · outbound

This paper cites Antenna beamforming patterns of multimedia transmissions for nextg phy-security,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Antenna beamforming patterns of multimedia transmissions for nextg phy-security,

Reference 4

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Observation 1ec805c9-5e8f-4879-950a-a2c4518c9018 · outbound

This paper cites Wavefront hopping for physical layer security in 6g and beyond near-field thz communications,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Wavefront hopping for physical layer security in 6g and beyond near-field thz communications,

Reference 5

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Observation 8c00db43-f715-4f3c-80ea-2512d72fe3a2 · outbound

This paper cites Exploiting multipath terahertz communications for physical layer security in beyond 5g networks,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Exploiting multipath terahertz communications for physical layer security in beyond 5g networks,

Reference 6

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Observation cb9b559d-9e0d-48aa-aacb-fe963532fdc3 · outbound

This paper cites Integrated sensing and communications: Toward dual-functional wire- less networks for 6g and beyond,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Integrated sensing and communications: Toward dual-functional wire- less networks for 6g and beyond,

Reference 7

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Observation d14b9705-84a1-473b-8317-9f17ede5ebff · outbound

This paper cites Energy efficient beamforming optimization for integrated sensing and communication,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Energy efficient beamforming optimization for integrated sensing and communication,

Reference 8

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Observation 5a11a221-e61e-4902-9623-fc466a14c4ff · outbound

This paper cites Secur- ing integrated sensing and communication against a mobile adversary: A stackelberg game with deep reinforcement learning,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Secur- ing integrated sensing and communication against a mobile adversary: A stackelberg game with deep reinforcement learning,

Reference 9

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Observation bff75be9-3c68-4308-ba34-2b83f814564a · outbound

This paper cites Integrating sensing and communi- cations for ubiquitous iot: Applications, trends, and challenges,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Integrating sensing and communi- cations for ubiquitous iot: Applications, trends, and challenges,

Reference 10

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Observation 25aaabac-1665-4b48-adf1-3006826a7175 · outbound

This paper cites A survey on fundamental limits of integrated sensing and communication,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies A survey on fundamental limits of integrated sensing and communication,

Reference 11

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source=pdf_text observed=2026-07-13T16:39:32.276770Z digest=sha256:38a4ebc5e6b5a8ec868edc9f5b3b72ceef8f5fdf3c744907340ea10b25fc9436

Observation 96ebb27a-875b-46ec-a2bf-acb18d59d48c · outbound

This paper cites Empowering the v2x network by integrated sensing and com- munications: Background, design, advances, and opportunities,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Empowering the v2x network by integrated sensing and com- munications: Background, design, advances, and opportunities,

Reference 12

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Observation 8eff66fc-9349-4b01-b6c3-62fdf227940b · outbound

This paper cites A game theoretical anti-jamming beamforming approach for integrated sensing and communications systems,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies A game theoretical anti-jamming beamforming approach for integrated sensing and communications systems,

Reference 13

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Observation 058a1d85-a96a-48df-931a-55d60a8a7181 · outbound

This paper cites Game-theoretic approach for integrated sensing and computation offloading in vehicular edge networks: A utility maximization design,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Game-theoretic approach for integrated sensing and computation offloading in vehicular edge networks: A utility maximization design,

Reference 14

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Observation 9a2a8d4d-90dd-483d-be6e-8c744c04a99d · outbound

This paper cites Integrated sensing and communications: A mutual information-based framework,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Integrated sensing and communications: A mutual information-based framework,

Reference 15

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Observation 2dc03125-e549-4042-8104-b9abc81e1d30 · outbound

This paper cites Fractional game theory for dynamic resource allocation in heteroge- neous integrated sensing and communication systems,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Fractional game theory for dynamic resource allocation in heteroge- neous integrated sensing and communication systems,

Reference 16

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Observation dc564dac-efb3-4524-8ccd-75a5e24b0c98 · outbound

This paper cites Securing integrated sensing and communication against a mobile adversary: A stackelberg game with deep reinforcement learning,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Securing integrated sensing and communication against a mobile adversary: A stackelberg game with deep reinforcement learning,

Reference 17

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Observation b7d8f0a4-6cf2-427f-a084-8b97a74b3f9c · outbound

This paper cites Safeguarding ISAC Performance in Low-Altitude Wireless Networks Under Channel Access Attack.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Safeguarding ISAC Performance in Low-Altitude Wireless Networks Under Channel Access Attack

Reference 18

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Observation 45dcc215-3a3d-458c-859e-d17abd17e278 · outbound

This paper cites Secure hybrid beamforming design for mmwave integrated sensing and communication systems,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Secure hybrid beamforming design for mmwave integrated sensing and communication systems,

Reference 19

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Observation 297a52b3-0f05-4a32-83c7-8c8bc8931953 · outbound

This paper cites Optimizing secure multi- user isac systems with star-ris: A deep reinforcement learning approach for 6g networks,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Optimizing secure multi- user isac systems with star-ris: A deep reinforcement learning approach for 6g networks,

Reference 20

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Observation cb1e5eff-967b-41ee-ad34-176e1221ee84 · outbound

This paper cites Ris- assisted isac systems for robust secure transmission with imperfect sense estimation,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Ris- assisted isac systems for robust secure transmission with imperfect sense estimation,

Reference 21

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Observation 7ea7d29e-e5d1-4535-a723-52abb2eeb0a3 · outbound

This paper cites 3gpp tr 38.901 channel model,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies 3gpp tr 38.901 channel model,

Reference 22

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Observation 4d0f9b84-568b-4c48-a143-e546ff6d9f5c · outbound

This paper cites Overview of 3GPP Release 19 Study on Channel Modeling Enhancements to TR 38.901 for 6G.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Overview of 3GPP Release 19 Study on Channel Modeling Enhancements to TR 38.901 for 6G

Reference 23

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Observation 17293f2b-3f27-4f48-9af7-c04fac23a1d1 · outbound

This paper cites A dual belief-driven bayesian-stackelberg framework for low-complexity and secure near-field isac systems,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies A dual belief-driven bayesian-stackelberg framework for low-complexity and secure near-field isac systems,

Reference 24

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Observation 530eaa51-947b-4a3b-91f5-61ec3c31f964 · outbound

This paper cites Spatially sparse precoding in millimeter wave mimo systems,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Spatially sparse precoding in millimeter wave mimo systems,

Reference 25

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Observation 85452427-0afa-41bb-b2ae-3653b2b13516 · outbound

This paper cites Directional terahertz communication systems for 6g: Fact check,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Directional terahertz communication systems for 6g: Fact check,

Reference 26

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Observation 417845fe-686b-47ca-909f-bdf251c48662 · outbound

This paper cites Guaranteeing secrecy using artificial noise,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Guaranteeing secrecy using artificial noise,

Reference 27

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Observation 1be1ab7e-e91c-4c8e-8b7f-dd8ffb3c62ef · outbound

This paper cites Balanis,Antenna Theory: Analysis and Design.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Balanis,Antenna Theory: Analysis and Design

Reference 28

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Observation 73f2c173-0b5c-45cc-9c09-dc9122dc35c5 · outbound

This paper cites an unresolved cited work.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Unresolved cited work

Reference 29

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Observation b910945a-a702-4262-83e4-dd62e0b2d21f · outbound

This paper cites Hybrid beamforming with sub-arrayed mimo radar: Enabling joint sensing and communication at mmwave band,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Hybrid beamforming with sub-arrayed mimo radar: Enabling joint sensing and communication at mmwave band,

Reference 30

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Observation 2f70ac38-a1a2-4507-8cfb-58da42385793 · outbound

This paper cites Hybridly connected structure for hybrid beamforming in mmwave massive mimo systems,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Hybridly connected structure for hybrid beamforming in mmwave massive mimo systems,

Reference 31

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Observation 4b591730-363d-4a86-ab83-938bca908199 · outbound

This paper cites Performance investigation of ris-assisted smart city communication system under log-distance path loss and rician fading effects,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Performance investigation of ris-assisted smart city communication system under log-distance path loss and rician fading effects,

Reference 32

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Observation 8084e767-6512-4a34-9b48-64d358fa4d8f · outbound

This paper cites Energy- efficient near-field beamforming: A review on practical channel models,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Energy- efficient near-field beamforming: A review on practical channel models,

Reference 33

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source=pdf_text observed=2026-07-13T16:39:32.276770Z digest=sha256:bd3ed3ef12092c53262159387cfd55427149d9f62e0fd8c6437b1a419f063121

Observation 60a8ee38-aecc-42b9-9582-9e3f6672e459 · outbound

This paper cites A primer on near-field beamforming for arrays and reconfigurable intelligent surfaces,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies A primer on near-field beamforming for arrays and reconfigurable intelligent surfaces,

Reference 34

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no resolver link, observed 2026-07-13T16:39:32.276770Z

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source=pdf_text observed=2026-07-13T16:39:32.276770Z digest=sha256:0d5f93645f2e224b473e50a956e0fd8d29e0aa5486d9b43bc33052323b33471d

Observation 15aa1e8f-8f7d-476d-8e09-a4f10a222bc3 · outbound

This paper cites an unresolved cited work.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Unresolved cited work

Reference 35

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source=pdf_text observed=2026-07-13T16:39:32.276770Z digest=sha256:6489993a7237ded96be28d611748ebf1d62b653c4a8dfbba04b8e61bf905654b

Observation 8417fdee-055b-4699-bcef-df13853b3f93 · outbound

This paper cites Goldsmith,Wireless Communications.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Goldsmith,Wireless Communications

Reference 36

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source=pdf_text observed=2026-07-13T16:39:32.276770Z digest=sha256:d65d7244089a948dbaf66b9c02eb7aed682cd19e2d807040b871b72ae843e5d4

Observation fffbd9ae-3c03-472b-9b29-49f864baf4a3 · outbound

This paper cites Achievable rates in gaussian miso channels with secrecy constraints,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Achievable rates in gaussian miso channels with secrecy constraints,

Reference 37

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source=pdf_text observed=2026-07-13T16:39:32.276770Z digest=sha256:37bf8f604e4587b012802a32698c6e9165c44ea86ef60269d80811d2cc22218d

Observation 6ba6aad8-9379-42c5-af93-1aa6b57ac6c3 · outbound

This paper cites The wire-tap channel,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies The wire-tap channel,

Reference 38

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source=pdf_text observed=2026-07-13T16:39:32.276770Z digest=sha256:b60d13f44e01d92b254aacf5c9fbd9380e0e59bc1cd4c680801dd14cb2c239c6

Observation 702b7536-cb0a-42a6-92e4-f9cf72397821 · outbound

This paper cites Secrecy energy efficiency of mimome wiretap channels with full-duplex jamming,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Secrecy energy efficiency of mimome wiretap channels with full-duplex jamming,

Reference 39

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source=pdf_text observed=2026-07-13T16:39:32.276770Z digest=sha256:213a3ec2e7249486bb07740d8c18b547c3bb7d3ca16b7b393ecbb3c24a6bcc7a

Observation 4c9baf5f-4f74-4132-b272-3b7ed3e5393d · outbound

This paper cites Energy- efficient cooperative secure transmission in multi-uav-enabled wireless networks,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Energy- efficient cooperative secure transmission in multi-uav-enabled wireless networks,

Reference 40

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no resolver link, observed 2026-07-13T16:39:32.276770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T16:39:32.276770Z digest=sha256:447f4dbbdb523436b1d1c3193bf1817af1c445d49a845f433f729810ce4579c9

Observation 09d458b3-4b5b-4fd2-9449-22378772ee56 · outbound

This paper cites Adaptive waveform co-design for integrated sensing and communications (isac),.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Adaptive waveform co-design for integrated sensing and communications (isac),

Reference 41

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no resolver link, observed 2026-07-13T16:39:32.276770Z

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source=pdf_text observed=2026-07-13T16:39:32.276770Z digest=sha256:0b53804ca2d668cb2474eb5000129d28adae3e90c5c3a5c7de95b1873601c9c0

Observation 65770771-a3cf-45f6-82e8-a8d6ba31b69f · outbound

This paper cites Beam shaping by phase-only wave- form encoding for transmitting array antennas in radar applications,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Beam shaping by phase-only wave- form encoding for transmitting array antennas in radar applications,

Reference 42

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no resolver link, observed 2026-07-13T16:39:32.276770Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-13T16:39:32.276770Z digest=sha256:2799aa31a4c2242bee2793b1a520b58974649ef7cfff5479d7f2b12f386a1141

Observation 413021bf-c1bd-40a8-a210-a5c764fa3e8f · outbound

This paper cites Two birds with one stone: Simultaneous jamming and eavesdropping with the bayesian-stackelberg game,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Two birds with one stone: Simultaneous jamming and eavesdropping with the bayesian-stackelberg game,

Reference 43

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source=pdf_text observed=2026-07-13T16:39:32.276770Z digest=sha256:f5f96c4c2582bb49bf8da9bbc2ff70b8f3ea8b746d9afd33b96787b95f519c61

Observation 309af278-1c34-4a24-8ab4-c94ecc725cf2 · outbound

This paper cites Enabling intelligent connectivity: A survey of secure isac in 6g networks,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Enabling intelligent connectivity: A survey of secure isac in 6g networks,

Reference 44

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source=pdf_text observed=2026-07-13T16:39:32.276770Z digest=sha256:d4ad06591fd04bb3f52e94b25cf39852cc4c4fd84fbbd75edabe1c57858255fd

Observation 36e17fa7-2284-4825-bd5e-c6f283bd5ea9 · outbound

This paper cites Distributed learning for stochastic generalized nash equilibrium problems,.

iBEAMS: A Unified Framework for Secure and Energy-Efficient ISAC-MIMO Systems leveraging Bayesian Enhanced learning, and Adaptive Game-Theoretic Multi-Layer Strategies Distributed learning for stochastic generalized nash equilibrium problems,

Reference 45

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source=pdf_text observed=2026-07-13T16:39:32.276770Z digest=sha256:d1a12fa0a9e384848f9c724d82db821756f28ee96d2e6dafdae87a9b8029b818

Pith citing papers

No inbound Pith citation observations are available.